AI that drives real transformation
We help enterprises identify, design, deploy and govern artificial intelligence that creates measurable, lasting value through effective adoption, responsible implementation and sustainable business outcomes, built on the same trusted expertise behind our Advisory, Delivery, Growth, and Engineering practices.
Solution-focused
Artificial intelligence challenges you may be facing
![](data:image/svg+xml,<svg display="block" id="95619644" role="presentation" viewBox="0 0 23 32" xmlns="http://www.w3.org/2000/svg"><path d="M 8.953 8.177 C 9.053 8.237 9.163 8.265 9.271 8.265 C 9.485 8.265 9.693 8.156 9.81 7.959 C 10.29 7.148 10.545 6.219 10.545 5.272 C 10.545 2.365 8.179 0 5.272 0 C 2.365 0 0 2.365 0 5.272 C 0 6.219 0.254 7.148 0.735 7.959 C 0.852 8.156 1.06 8.265 1.273 8.265 C 1.381 8.265 1.491 8.237 1.591 8.177 C 1.888 8.001 1.986 7.618 1.81 7.321 C 1.444 6.703 1.25 5.995 1.25 5.272 C 1.25 3.054 3.054 1.25 5.272 1.25 C 7.49 1.25 9.295 3.054 9.295 5.272 C 9.295 5.995 9.101 6.703 8.735 7.321 C 8.558 7.618 8.656 8.001 8.953 8.177 Z" fill="rgb(221, 91, 25)" height="8.265039999999999px" id="cJ9BscvNZ" transform="translate(5.848 5.848)" width="10.54456px"/><path d="M 3.3 11.838 C 3.402 11.9 3.515 11.93 3.626 11.93 C 3.836 11.93 4.042 11.824 4.16 11.631 C 4.944 10.348 5.359 8.871 5.359 7.36 C 5.359 4.276 3.655 1.483 0.911 0.07 C 0.604 -0.089 0.228 0.032 0.07 0.339 C -0.089 0.646 0.032 1.023 0.339 1.181 C 2.664 2.379 4.109 4.747 4.109 7.36 C 4.109 8.641 3.758 9.892 3.093 10.979 C 2.913 11.273 3.006 11.658 3.3 11.838 Z" fill="rgb(221, 91, 25)" height="11.929832852430515px" id="HEBRvXG3F" transform="translate(13.958 3.76)" width="5.358937731296306px"/><path d="M 0.36 5.557 C 0.446 5.597 0.536 5.616 0.625 5.616 C 0.86 5.616 1.085 5.483 1.191 5.256 C 2.33 2.822 4.801 1.25 7.486 1.25 C 7.831 1.25 8.111 0.97 8.111 0.625 C 8.111 0.28 7.831 0 7.486 0 C 5.898 0 4.357 0.455 3.03 1.316 C 1.738 2.155 0.711 3.334 0.059 4.726 C -0.087 5.038 0.048 5.41 0.36 5.557 Z" fill="rgb(221, 91, 25)" height="5.61575px" id="IC1cchP1u" transform="translate(3.634 2.924)" width="8.111271975786543px"/><path d="M 0 0.625 C 0 2.073 0.383 3.496 1.107 4.741 C 1.809 5.948 2.815 6.963 4.016 7.677 C 4.116 7.736 4.226 7.764 4.335 7.764 C 4.548 7.764 4.756 7.655 4.872 7.458 C 5.049 7.162 4.951 6.778 4.654 6.602 C 3.636 5.997 2.783 5.136 2.187 4.112 C 1.574 3.058 1.25 1.852 1.25 0.625 C 1.25 0.28 0.97 0 0.625 0 C 0.28 0 0 0.28 0 0.625 Z" fill="rgb(221, 91, 25)" height="7.7643px" id="KilJvNUN6" transform="translate(2.924 10.496)" width="4.960221272714897px"/><path d="M 1.25 4.613 C 1.25 3.314 1.498 2.053 1.987 0.863 C 2.118 0.544 1.966 0.178 1.647 0.047 C 1.327 -0.084 0.962 0.068 0.831 0.388 C 0.28 1.729 0 3.151 0 4.613 C 0 7.539 1.127 10.302 3.174 12.393 C 3.297 12.518 3.459 12.58 3.621 12.58 C 3.779 12.58 3.937 12.521 4.058 12.402 C 4.305 12.16 4.309 11.765 4.067 11.518 C 2.251 9.663 1.25 7.21 1.25 4.613 Z" fill="rgb(221, 91, 25)" height="12.580385083536868px" id="WmzFzat5v" transform="translate(0 6.508)" width="4.245893702804492px"/><path d="M 1 3.225 C 2.719 1.933 4.768 1.25 6.925 1.25 C 10.2 1.25 13.255 2.87 15.097 5.583 C 15.218 5.761 15.415 5.857 15.615 5.857 C 15.736 5.857 15.858 5.822 15.965 5.749 C 16.251 5.555 16.325 5.167 16.131 4.881 C 14.056 1.825 10.614 0 6.925 0 C 4.495 0 2.187 0.77 0.25 2.225 C -0.026 2.433 -0.082 2.825 0.125 3.1 C 0.333 3.376 0.725 3.432 1 3.225 Z" fill="rgb(221, 91, 25)" height="5.85736px" id="gspEeUxnF" transform="translate(4.196 0)" width="16.239252012712726px"/><path d="M 0.877 3.746 C 0.877 5.122 0.599 6.452 0.053 7.701 C -0.086 8.017 0.058 8.386 0.374 8.524 C 0.456 8.56 0.541 8.577 0.625 8.577 C 0.865 8.577 1.095 8.437 1.198 8.202 C 1.814 6.795 2.127 5.295 2.127 3.746 C 2.127 2.619 1.958 1.506 1.627 0.44 C 1.524 0.11 1.174 -0.074 0.844 0.028 C 0.515 0.131 0.33 0.481 0.433 0.811 C 0.727 1.757 0.877 2.745 0.877 3.746 Z" fill="rgb(221, 91, 25)" height="8.576901267783068px" id="VjfKOsSZW" transform="translate(20.114 7.375)" width="2.1265211010711305px"/><path d="M 15.063 11.592 C 14.66 11.592 14.282 11.705 13.961 11.901 C 13.61 11.208 12.892 10.732 12.064 10.732 C 11.622 10.732 11.211 10.868 10.87 11.1 C 10.495 10.495 9.826 10.092 9.064 10.092 C 8.752 10.092 8.456 10.16 8.189 10.281 L 8.189 2.125 C 8.189 0.953 7.236 0 6.064 0 C 4.892 0 3.939 0.953 3.939 2.125 L 3.939 10.972 C 3.646 10.595 3.241 10.324 2.772 10.199 C 2.204 10.046 1.61 10.124 1.101 10.419 C 0.049 11.026 -0.313 12.376 0.295 13.427 L 4.259 20.294 C 4.534 21.185 4.981 22.022 5.582 22.75 C 5.706 22.9 5.884 22.977 6.064 22.977 C 6.204 22.977 6.345 22.93 6.462 22.834 C 6.728 22.615 6.766 22.221 6.546 21.954 C 5.671 20.894 5.189 19.554 5.189 18.179 L 5.189 2.125 C 5.189 1.642 5.582 1.25 6.064 1.25 C 6.546 1.25 6.939 1.642 6.939 2.125 L 6.939 13.749 C 6.939 14.094 7.219 14.374 7.564 14.374 C 7.909 14.374 8.189 14.094 8.189 13.749 L 8.189 12.217 C 8.189 11.734 8.581 11.342 9.064 11.342 C 9.546 11.342 9.939 11.734 9.939 12.217 L 9.939 13.749 C 9.939 14.094 10.218 14.374 10.564 14.374 C 10.909 14.374 11.189 14.094 11.189 13.749 L 11.189 12.857 C 11.189 12.374 11.581 11.982 12.064 11.982 C 12.546 11.982 12.938 12.374 12.938 12.857 L 12.938 13.717 L 12.938 13.749 C 12.938 14.094 13.218 14.374 13.563 14.374 C 13.909 14.374 14.188 14.094 14.188 13.749 L 14.188 13.717 C 14.188 13.234 14.581 12.842 15.063 12.842 C 15.546 12.842 15.938 13.234 15.938 13.717 L 15.938 18.406 C 15.938 19.709 15.462 20.963 14.596 21.937 C 14.367 22.195 14.39 22.59 14.648 22.82 C 14.767 22.925 14.915 22.977 15.063 22.977 C 15.235 22.977 15.407 22.906 15.53 22.767 C 16.599 21.564 17.188 20.015 17.188 18.406 L 17.188 13.717 C 17.188 12.545 16.235 11.592 15.063 11.592 Z M 1.726 11.501 C 1.946 11.374 2.203 11.34 2.449 11.406 C 2.694 11.472 2.9 11.629 3.027 11.85 L 3.939 13.43 L 3.939 17.24 L 1.377 12.802 C 1.115 12.347 1.271 11.764 1.726 11.501 Z" fill="rgb(221, 91, 25)" height="22.97722px" id="VkGc9DPzM" transform="translate(5.056 9.021)" width="17.188139990557197px"/><path d="M 0.625 1.25 C 0.97 1.25 1.25 0.97 1.25 0.625 C 1.25 0.28 0.97 0 0.625 0 C 0.28 0 0 0.28 0 0.625 C 0 0.97 0.28 1.25 0.625 1.25 Z" fill="rgb(221, 91, 25)" height="1.2499199999999995px" id="RPDhrHxcb" transform="translate(2.194 4.074)" width="1.24992px"/></svg>)
![](data:image/svg+xml,<svg display="block" id="3004461356" role="presentation" viewBox="0 0 34 32" xmlns="http://www.w3.org/2000/svg"><path d="M 8.066 16.354 L 24.656 16.354 C 28.318 16.354 31.29 13.481 31.29 9.954 C 31.29 6.427 28.311 3.555 24.656 3.555 L 8.471 3.555 C 8.066 1.165 5.748 -0.421 3.359 0.099 C 1.218 0.561 -0.232 2.609 0.031 4.778 C 0.329 7.21 2.591 8.873 4.98 8.475 C 6.772 8.169 8.173 6.769 8.479 4.977 L 24.663 4.977 C 27.536 4.977 29.875 7.21 29.875 9.954 C 29.875 12.699 27.536 14.932 24.663 14.932 L 8.066 14.932 C 4.404 14.932 1.424 17.805 1.424 21.332 C 1.424 24.859 4.404 27.732 8.059 27.732 L 19.614 27.732 L 16.571 30.782 C 16.286 31.052 16.279 31.507 16.556 31.785 C 16.834 32.062 17.282 32.076 17.559 31.799 C 17.566 31.792 17.573 31.785 17.573 31.785 L 21.833 27.525 C 22.11 27.248 22.11 26.8 21.833 26.523 L 17.573 22.256 C 17.289 21.986 16.841 21.993 16.571 22.27 C 16.308 22.548 16.308 22.982 16.571 23.259 L 19.621 26.309 L 8.066 26.309 C 5.186 26.309 2.847 24.077 2.847 21.332 C 2.847 18.587 5.186 16.354 8.066 16.354 Z M 4.269 7.103 C 2.697 7.103 1.424 5.83 1.424 4.258 C 1.424 2.687 2.697 1.414 4.269 1.414 C 5.84 1.414 7.113 2.687 7.113 4.258 C 7.113 5.83 5.84 7.103 4.269 7.103 Z" fill="rgb(221, 91, 25)" height="32.00001151445291px" id="W2vRerZSC" transform="translate(0 0)" width="31.29020007925525px"/><path d="M 4.267 0 C 1.913 0 0 1.913 0 4.267 C 0 6.62 1.913 8.533 4.267 8.533 C 6.62 8.533 8.533 6.62 8.533 4.267 C 8.533 1.913 6.627 0.007 4.267 0 Z M 4.266 7.111 C 2.695 7.111 1.422 5.838 1.422 4.266 C 1.422 2.695 2.695 1.422 4.266 1.422 C 5.838 1.422 7.111 2.695 7.111 4.266 C 7.111 5.838 5.838 7.111 4.266 7.111 Z" fill="rgb(221, 91, 25)" height="8.533000000000001px" id="Pjb9DXrB5" transform="translate(24.89 22.746)" width="8.533000000000001px"/></svg>)
![](data:image/svg+xml,<svg display="block" id="3942588501" role="presentation" viewBox="0 0 29 32" xmlns="http://www.w3.org/2000/svg"><path d="M 6.534 4.121 C 6.497 4.121 6.459 4.116 6.42 4.108 L 2.091 3.131 C 1.499 2.998 0.965 2.664 0.587 2.19 C 0.208 1.717 0 1.122 0 0.516 C 0 0.231 0.231 0 0.516 0 C 0.801 0 1.032 0.231 1.032 0.516 C 1.032 1.292 1.561 1.953 2.318 2.124 L 6.648 3.101 C 6.926 3.164 7.1 3.44 7.037 3.718 C 6.983 3.958 6.77 4.121 6.534 4.121 Z" fill="rgb(221, 91, 25)" height="4.1206px" id="wBEDmiQvU" transform="translate(11.871 20.902)" width="7.050157370370819px"/><path d="M 14.27 32 L 4.98 32 C 4.695 32 4.464 31.769 4.464 31.484 L 4.464 31.208 C 4.464 26.566 3.318 21.882 1.151 17.662 C 0.604 16.596 0.219 15.457 0.008 14.277 C -0.042 13.996 0.145 13.728 0.425 13.678 C 0.706 13.628 0.974 13.815 1.024 14.095 C 1.217 15.174 1.569 16.215 2.07 17.191 C 3.184 19.362 4.042 21.651 4.618 23.996 C 5.181 26.286 5.476 28.631 5.495 30.968 L 13.846 30.968 L 15.137 24.408 C 15.163 24.271 15.244 24.151 15.361 24.075 C 15.478 23.999 15.62 23.973 15.757 24.004 L 20.775 25.136 C 20.857 25.152 20.939 25.16 21.019 25.16 C 21.709 25.16 22.27 24.596 22.27 23.904 C 22.27 23.637 22.239 23.37 22.178 23.112 C 22.117 22.852 22.025 22.6 21.906 22.361 L 21.551 21.65 C 21.489 21.528 21.479 21.386 21.523 21.256 C 21.566 21.126 21.659 21.019 21.781 20.958 L 22.868 20.414 L 22.325 19.328 C 22.258 19.194 22.252 19.037 22.31 18.899 C 22.367 18.761 22.481 18.654 22.623 18.607 L 24.335 18.036 L 22.344 14.717 C 22.222 14.514 22.254 14.254 22.421 14.087 L 23.816 12.692 C 23.685 6.669 17.979 1.032 11.948 1.032 C 10.784 1.032 9.639 1.211 8.543 1.564 C 8.271 1.652 7.981 1.503 7.893 1.231 C 7.806 0.96 7.955 0.669 8.226 0.582 C 9.425 0.196 10.677 0 11.948 0 C 13.582 0 15.215 0.363 16.801 1.079 C 18.292 1.753 19.713 2.742 20.911 3.94 C 22.109 5.138 23.098 6.559 23.771 8.05 C 24.488 9.635 24.851 11.268 24.851 12.903 C 24.851 13.04 24.796 13.171 24.7 13.268 L 23.436 14.532 L 25.551 18.057 C 25.632 18.191 25.647 18.355 25.593 18.502 C 25.539 18.648 25.421 18.763 25.272 18.812 L 23.514 19.398 L 24.022 20.414 C 24.15 20.669 24.046 20.979 23.791 21.107 L 22.705 21.65 L 22.829 21.9 C 22.984 22.209 23.103 22.538 23.183 22.875 C 23.262 23.211 23.302 23.557 23.302 23.904 C 23.302 25.166 22.278 26.192 21.019 26.192 C 20.869 26.192 20.717 26.177 20.567 26.147 C 20.562 26.146 20.558 26.145 20.554 26.144 L 16.047 25.128 L 14.777 31.584 C 14.729 31.826 14.517 32 14.27 32 Z" fill="rgb(221, 91, 25)" height="32px" id="sj7H40C5I" transform="translate(2.762 0)" width="25.62495380296345px"/><path d="M 8.258 16.516 C 7.143 16.516 6.062 16.298 5.043 15.867 C 4.06 15.451 3.177 14.856 2.419 14.097 C 1.66 13.339 1.065 12.456 0.649 11.473 C 0.218 10.454 0 9.373 0 8.258 C 0 7.143 0.218 6.062 0.649 5.043 C 1.065 4.06 1.66 3.177 2.419 2.419 C 3.177 1.66 4.06 1.065 5.043 0.649 C 6.062 0.218 7.143 0 8.258 0 C 9.373 0 10.454 0.218 11.473 0.649 C 12.456 1.065 13.339 1.66 14.097 2.419 C 14.856 3.177 15.451 4.06 15.867 5.043 C 16.298 6.062 16.516 7.143 16.516 8.258 C 16.516 9.373 16.298 10.454 15.867 11.473 C 15.451 12.456 14.856 13.339 14.097 14.097 C 13.339 14.856 12.456 15.451 11.473 15.867 C 10.454 16.298 9.373 16.516 8.258 16.516 Z M 8.258 1.032 C 4.274 1.032 1.032 4.274 1.032 8.258 C 1.032 12.242 4.274 15.484 8.258 15.484 C 12.242 15.484 15.484 12.242 15.484 8.258 C 15.484 4.274 12.242 1.032 8.258 1.032 Z" fill="rgb(221, 91, 25)" height="16.5161px" id="sTq8ZgagE" width="16.5161px"/><path d="M 1.548 8.258 C 0.695 8.258 0 7.563 0 6.71 L 0 1.548 C 0 0.695 0.695 0 1.548 0 C 2.402 0 3.097 0.695 3.097 1.548 L 3.097 6.71 C 3.097 7.563 2.402 8.258 1.548 8.258 Z M 1.548 1.032 C 1.264 1.032 1.032 1.264 1.032 1.548 L 1.032 6.71 C 1.032 6.994 1.264 7.226 1.548 7.226 C 1.833 7.226 2.065 6.994 2.065 6.71 L 2.065 1.548 C 2.065 1.264 1.833 1.032 1.548 1.032 Z" fill="rgb(221, 91, 25)" height="8.25805px" id="hzwZpypCw" transform="translate(6.71 2.064)" width="3.0967700000000002px"/><path d="M 1.548 3.097 C 0.695 3.097 0 2.402 0 1.548 C 0 0.695 0.695 0 1.548 0 C 2.402 0 3.097 0.695 3.097 1.548 C 3.097 2.402 2.402 3.097 1.548 3.097 Z M 1.548 1.032 C 1.264 1.032 1.032 1.264 1.032 1.548 C 1.032 1.833 1.264 2.064 1.548 2.064 C 1.833 2.064 2.065 1.833 2.065 1.548 C 2.065 1.264 1.833 1.032 1.548 1.032 Z" fill="rgb(221, 91, 25)" height="3.0967000000000002px" id="dTZ4rylEd" transform="translate(6.71 11.355)" width="3.0967700000000002px"/></svg>)
![](data:image/svg+xml,<svg display="block" id="2766025375" role="presentation" viewBox="0 0 38 32" xmlns="http://www.w3.org/2000/svg"><path d="M 36.721 23.051 L 32.651 25.193 C 32.598 25.127 32.543 25.009 32.543 24.92 L 32.543 20.456 C 32.543 20.155 32.311 19.893 32.01 19.884 C 31.699 19.874 31.443 20.124 31.443 20.433 L 31.443 22.714 L 30.827 22.714 C 30.332 22.714 29.977 22.447 29.052 21.68 C 28.991 21.606 28.925 21.535 28.851 21.468 L 24.105 17.162 C 22.238 15.47 20.801 15.779 19.924 16.337 L 19.23 16.778 C 18.256 17.396 17.141 17.625 16.248 17.39 C 15.646 17.231 15.179 16.867 14.897 16.337 C 14.897 16.337 14.812 16.177 14.768 16.087 C 14.755 16.06 14.759 16.028 14.78 16.006 C 14.973 15.799 15.558 15.381 15.961 15.093 L 16.382 14.792 C 16.848 14.883 17.33 14.932 17.823 14.932 C 19.677 14.932 21.376 14.256 22.684 13.138 L 23.869 13.042 C 25.008 12.952 26.069 13.588 27.095 14.204 C 28.053 14.779 29.043 15.373 30.115 15.373 L 31.443 15.373 L 31.443 17.878 C 31.443 18.179 31.675 18.441 31.976 18.45 C 32.287 18.46 32.543 18.21 32.543 17.901 L 32.543 13.164 C 32.543 13.152 32.544 13.146 32.544 13.146 C 32.574 13.086 32.795 12.974 32.928 12.907 C 32.972 12.885 33.017 12.862 33.063 12.838 L 37.233 10.643 C 37.502 10.502 37.605 10.169 37.464 9.901 C 37.322 9.632 36.99 9.529 36.721 9.67 L 32.553 11.864 C 32.513 11.885 32.472 11.906 32.431 11.926 C 32.038 12.125 31.443 12.426 31.443 13.164 L 31.443 14.274 L 30.115 14.274 C 29.348 14.274 28.528 13.782 27.661 13.261 C 26.548 12.594 25.288 11.838 23.808 11.945 C 24.75 10.696 25.308 9.144 25.308 7.465 C 25.308 3.349 21.951 0 17.824 0 C 13.696 0 10.338 3.349 10.338 7.465 C 10.338 9.311 11.014 11.003 12.132 12.308 C 11.106 12.559 10.276 12.919 9.577 13.224 C 9.382 13.309 9.187 13.392 8.993 13.479 C 8.7 13.61 8.397 13.746 8.239 13.7 L 6.082 13.083 L 6.082 12.432 C 6.082 11.821 5.683 11.373 4.9 11.101 L 0.732 9.638 C 0.446 9.538 0.132 9.688 0.031 9.975 C -0.069 10.261 0.081 10.575 0.368 10.675 L 4.537 12.139 C 4.833 12.242 4.982 12.34 4.982 12.432 L 4.982 17.461 C 4.982 17.762 5.214 18.025 5.515 18.034 C 5.826 18.043 6.082 17.794 6.082 17.484 L 6.082 14.226 L 7.935 14.757 C 8.061 14.793 8.185 14.809 8.308 14.809 C 8.713 14.809 9.096 14.637 9.443 14.482 C 9.633 14.397 9.825 14.315 10.016 14.232 C 10.866 13.861 11.824 13.445 13.078 13.235 C 13.665 13.717 14.328 14.111 15.044 14.398 C 14.318 14.921 13.982 15.193 13.796 15.489 C 13.472 16.003 13.702 16.433 13.905 16.812 L 13.927 16.854 C 14.356 17.661 15.062 18.214 15.967 18.453 C 17.169 18.77 18.573 18.497 19.82 17.706 L 20.514 17.264 C 21.331 16.745 22.265 16.978 23.367 17.976 L 28.112 22.283 C 28.154 22.32 28.189 22.359 28.219 22.399 C 28.224 22.405 28.229 22.412 28.235 22.419 C 28.333 22.556 28.365 22.705 28.329 22.862 C 28.269 23.12 28.04 23.343 27.744 23.429 C 27.285 23.563 26.755 23.365 26.253 22.872 C 26.251 22.869 26.248 22.867 26.245 22.864 C 26.242 22.862 26.24 22.859 26.237 22.857 L 24.176 20.987 C 23.934 20.768 23.549 20.804 23.355 21.081 C 23.195 21.31 23.244 21.627 23.451 21.814 L 25.447 23.624 C 25.676 23.985 25.395 24.374 25.207 24.533 C 25.082 24.639 24.641 24.952 24.225 24.527 C 24.22 24.522 24.216 24.518 24.211 24.514 C 24.208 24.511 24.205 24.507 24.201 24.504 L 22.097 22.595 C 21.867 22.388 21.511 22.409 21.309 22.646 C 21.113 22.875 21.152 23.223 21.375 23.425 L 23.38 25.244 C 23.548 25.668 23.193 25.976 23.074 26.063 C 22.83 26.244 22.309 26.44 21.902 26.033 C 21.899 26.03 21.895 26.027 21.892 26.024 C 21.889 26.021 21.886 26.018 21.883 26.015 L 21.058 25.265 C 20.834 25.061 20.486 25.077 20.282 25.302 C 20.077 25.526 20.094 25.874 20.319 26.078 L 21.113 26.801 C 21.419 27.164 21.062 27.569 20.987 27.647 C 20.772 27.869 20.3 28.137 19.825 27.825 C 19.583 27.315 19.148 26.933 18.62 26.788 C 18.589 26.78 18.555 26.771 18.518 26.764 C 18.618 26.502 18.667 26.221 18.661 25.931 C 18.647 25.346 18.408 24.803 17.985 24.4 C 17.687 24.118 17.33 23.936 16.955 23.853 C 17.188 23.49 17.308 23.066 17.298 22.624 C 17.284 22.04 17.044 21.497 16.623 21.096 C 15.852 20.363 14.679 20.304 13.843 20.899 C 13.74 20.52 13.536 20.175 13.245 19.898 C 12.372 19.069 10.986 19.102 10.154 19.97 L 8.29 21.919 C 8.079 22.14 7.92 22.399 7.818 22.679 L 6.082 21.742 L 6.082 20.04 C 6.082 19.739 5.85 19.476 5.549 19.467 C 5.238 19.458 4.982 19.707 4.982 20.017 L 4.982 22.069 L 4.982 22.073 L 4.982 24.92 C 4.982 25.031 4.908 25.154 4.857 25.198 L 0.732 23.75 C 0.446 23.65 0.132 23.8 0.031 24.087 C -0.069 24.373 0.081 24.687 0.368 24.788 L 4.537 26.251 C 4.644 26.288 4.755 26.307 4.865 26.307 C 5.08 26.307 5.294 26.238 5.482 26.104 C 5.841 25.849 6.082 25.373 6.082 24.92 L 6.082 22.991 L 7.737 23.884 C 7.827 24.311 8.043 24.699 8.365 25.005 C 8.837 25.453 9.457 25.649 10.06 25.598 C 10.058 25.642 10.058 25.686 10.059 25.729 C 10.073 26.314 10.312 26.858 10.734 27.26 C 11.205 27.708 11.826 27.904 12.429 27.853 C 12.427 27.897 12.427 27.941 12.428 27.985 C 12.442 28.569 12.683 29.112 13.104 29.512 C 13.591 29.976 14.238 30.17 14.859 30.1 C 14.876 30.62 15.091 31.102 15.466 31.458 C 15.846 31.82 16.335 32 16.823 32 C 17.343 32 17.862 31.796 18.248 31.392 L 19.348 30.239 C 19.703 29.908 19.926 29.491 20.001 29.046 C 20.093 29.059 20.184 29.066 20.275 29.066 C 20.85 29.066 21.397 28.805 21.778 28.411 C 22.08 28.097 22.261 27.734 22.318 27.368 C 22.794 27.407 23.293 27.269 23.728 26.948 C 24.133 26.648 24.392 26.253 24.485 25.83 C 24.972 25.891 25.484 25.74 25.918 25.372 C 26.219 25.116 26.455 24.77 26.566 24.388 C 27.061 24.588 27.571 24.625 28.052 24.485 C 28.664 24.306 29.143 23.862 29.342 23.302 C 29.825 23.63 30.266 23.814 30.827 23.814 L 31.443 23.814 L 31.443 24.92 C 31.443 25.409 31.731 25.938 32.128 26.179 C 32.289 26.276 32.462 26.325 32.635 26.325 C 32.781 26.325 32.927 26.29 33.063 26.218 L 37.233 24.024 C 37.502 23.883 37.605 23.55 37.464 23.281 C 37.322 23.013 36.99 22.909 36.721 23.051 Z M 17.823 1.099 C 21.344 1.099 24.209 3.955 24.209 7.465 C 24.209 10.976 21.344 13.832 17.823 13.832 C 14.302 13.832 11.438 10.976 11.438 7.465 C 11.438 3.955 14.302 1.099 17.823 1.099 Z M 10.662 24.173 C 10.248 24.605 9.557 24.621 9.123 24.208 C 8.914 24.01 8.795 23.741 8.788 23.451 C 8.781 23.161 8.887 22.886 9.085 22.678 L 10.949 20.73 C 11.363 20.298 12.053 20.282 12.487 20.694 C 12.695 20.893 12.814 21.162 12.821 21.453 C 12.827 21.742 12.722 22.016 12.523 22.223 L 12.523 22.223 C 12.523 22.223 12.523 22.223 12.523 22.223 C 12.523 22.223 12.523 22.223 12.523 22.223 Z M 11.492 26.463 C 11.283 26.265 11.165 25.995 11.158 25.704 C 11.152 25.414 11.257 25.14 11.456 24.933 L 14.327 21.928 C 14.741 21.496 15.431 21.48 15.865 21.892 C 16.073 22.091 16.192 22.36 16.199 22.65 C 16.206 22.94 16.1 23.215 15.901 23.423 L 13.03 26.426 C 13.03 26.426 13.03 26.426 13.03 26.426 C 13.03 26.426 13.03 26.426 13.03 26.426 C 12.616 26.859 11.926 26.876 11.492 26.463 Z M 13.862 28.715 C 13.653 28.517 13.534 28.248 13.527 27.958 C 13.52 27.668 13.626 27.393 13.825 27.185 C 13.825 27.185 13.825 27.185 13.825 27.185 L 15.69 25.236 C 15.69 25.235 15.69 25.235 15.69 25.235 L 15.69 25.235 C 16.103 24.802 16.794 24.786 17.228 25.197 C 17.436 25.396 17.555 25.666 17.562 25.956 C 17.568 26.247 17.463 26.521 17.264 26.728 L 16.512 27.516 L 16.512 27.516 L 15.4 28.678 L 15.4 28.678 C 15.4 28.678 15.4 28.678 15.4 28.678 L 15.4 28.678 C 14.986 29.112 14.296 29.129 13.862 28.715 Z M 18.59 29.443 C 18.581 29.451 18.573 29.459 18.564 29.468 L 17.453 30.633 C 17.122 30.979 16.571 30.992 16.224 30.661 C 16.058 30.503 15.963 30.289 15.958 30.057 C 15.952 29.824 16.036 29.604 16.195 29.438 L 16.196 29.438 L 17.303 28.279 C 17.656 27.917 18.021 27.764 18.33 27.849 C 18.601 27.923 18.826 28.176 18.902 28.492 C 18.951 28.695 18.976 29.088 18.59 29.443 Z" fill="rgb(221, 91, 25)" height="32px" id="IO8ncLK1f" transform="translate(0 0)" width="37.52718630717862px"/><path d="M 0.15 4.971 C 0.259 5.085 0.404 5.142 0.55 5.142 C 0.685 5.142 0.821 5.093 0.928 4.992 L 2.686 3.328 L 4.444 4.992 C 4.55 5.093 4.686 5.142 4.821 5.142 C 4.967 5.142 5.113 5.085 5.221 4.971 C 5.429 4.75 5.42 4.402 5.199 4.193 L 3.485 2.571 L 5.199 0.949 C 5.42 0.74 5.429 0.392 5.221 0.172 C 5.012 -0.049 4.664 -0.058 4.444 0.15 L 2.686 1.814 L 0.928 0.15 C 0.707 -0.058 0.359 -0.049 0.15 0.172 C -0.058 0.392 -0.049 0.74 0.172 0.949 L 1.886 2.571 L 0.172 4.193 C -0.049 4.402 -0.058 4.75 0.15 4.971 Z" fill="rgb(221, 91, 25)" height="5.142468440557178px" id="U9YLOqvdm" transform="translate(15.138 4.895)" width="5.371180933331074px"/></svg>)
![](data:image/svg+xml,<svg display="block" id="2083095215" role="presentation" viewBox="0 0 23 32" xmlns="http://www.w3.org/2000/svg"><path d="M 8.953 8.177 C 9.053 8.237 9.163 8.265 9.271 8.265 C 9.485 8.265 9.693 8.156 9.81 7.959 C 10.29 7.148 10.545 6.219 10.545 5.272 C 10.545 2.365 8.179 0 5.272 0 C 2.365 0 0 2.365 0 5.272 C 0 6.219 0.254 7.148 0.735 7.959 C 0.852 8.156 1.06 8.265 1.273 8.265 C 1.381 8.265 1.491 8.237 1.591 8.177 C 1.888 8.001 1.986 7.618 1.81 7.321 C 1.444 6.703 1.25 5.995 1.25 5.272 C 1.25 3.054 3.054 1.25 5.272 1.25 C 7.49 1.25 9.295 3.054 9.295 5.272 C 9.295 5.995 9.101 6.703 8.735 7.321 C 8.558 7.618 8.656 8.001 8.953 8.177 Z" fill="rgb(27, 23, 63)" height="8.265039999999999px" id="zp4G4zfBc" transform="translate(5.848 5.848)" width="10.54456px"/><path d="M 3.3 11.838 C 3.402 11.9 3.515 11.93 3.626 11.93 C 3.836 11.93 4.042 11.824 4.16 11.631 C 4.944 10.348 5.359 8.871 5.359 7.36 C 5.359 4.276 3.655 1.483 0.911 0.07 C 0.604 -0.089 0.228 0.032 0.07 0.339 C -0.089 0.646 0.032 1.023 0.339 1.181 C 2.664 2.379 4.109 4.747 4.109 7.36 C 4.109 8.641 3.758 9.892 3.093 10.979 C 2.913 11.273 3.006 11.658 3.3 11.838 Z" fill="rgb(27, 23, 63)" height="11.929832852430515px" id="oMfnBLqmk" transform="translate(13.958 3.76)" width="5.358937731296306px"/><path d="M 0.36 5.557 C 0.446 5.597 0.536 5.616 0.625 5.616 C 0.86 5.616 1.085 5.483 1.191 5.256 C 2.33 2.822 4.801 1.25 7.486 1.25 C 7.831 1.25 8.111 0.97 8.111 0.625 C 8.111 0.28 7.831 0 7.486 0 C 5.898 0 4.357 0.455 3.03 1.316 C 1.738 2.155 0.711 3.334 0.059 4.726 C -0.087 5.038 0.048 5.41 0.36 5.557 Z" fill="rgb(27, 23, 63)" height="5.61575px" id="jyh3tBqpD" transform="translate(3.634 2.924)" width="8.111271975786543px"/><path d="M 0 0.625 C 0 2.073 0.383 3.496 1.107 4.741 C 1.809 5.948 2.815 6.963 4.016 7.677 C 4.116 7.736 4.226 7.764 4.335 7.764 C 4.548 7.764 4.756 7.655 4.872 7.458 C 5.049 7.162 4.951 6.778 4.654 6.602 C 3.636 5.997 2.783 5.136 2.187 4.112 C 1.574 3.058 1.25 1.852 1.25 0.625 C 1.25 0.28 0.97 0 0.625 0 C 0.28 0 0 0.28 0 0.625 Z" fill="rgb(27, 23, 63)" height="7.7643px" id="myOthYgEM" transform="translate(2.924 10.496)" width="4.960221272714897px"/><path d="M 1.25 4.613 C 1.25 3.314 1.498 2.053 1.987 0.863 C 2.118 0.544 1.966 0.178 1.647 0.047 C 1.327 -0.084 0.962 0.068 0.831 0.388 C 0.28 1.729 0 3.151 0 4.613 C 0 7.539 1.127 10.302 3.174 12.393 C 3.297 12.518 3.459 12.58 3.621 12.58 C 3.779 12.58 3.937 12.521 4.058 12.402 C 4.305 12.16 4.309 11.765 4.067 11.518 C 2.251 9.663 1.25 7.21 1.25 4.613 Z" fill="rgb(27, 23, 63)" height="12.580385083536868px" id="uUs_ZshcN" transform="translate(0 6.508)" width="4.245893702804492px"/><path d="M 1 3.225 C 2.719 1.933 4.768 1.25 6.925 1.25 C 10.2 1.25 13.255 2.87 15.097 5.583 C 15.218 5.761 15.415 5.857 15.615 5.857 C 15.736 5.857 15.858 5.822 15.965 5.749 C 16.251 5.555 16.325 5.167 16.131 4.881 C 14.056 1.825 10.614 0 6.925 0 C 4.495 0 2.187 0.77 0.25 2.225 C -0.026 2.433 -0.082 2.825 0.125 3.1 C 0.333 3.376 0.725 3.432 1 3.225 Z" fill="rgb(27, 23, 63)" height="5.85736px" id="B230FbvgR" transform="translate(4.196 0)" width="16.239252012712726px"/><path d="M 0.877 3.746 C 0.877 5.122 0.599 6.452 0.053 7.701 C -0.086 8.017 0.058 8.386 0.374 8.524 C 0.456 8.56 0.541 8.577 0.625 8.577 C 0.865 8.577 1.095 8.437 1.198 8.202 C 1.814 6.795 2.127 5.295 2.127 3.746 C 2.127 2.619 1.958 1.506 1.627 0.44 C 1.524 0.11 1.174 -0.074 0.844 0.028 C 0.515 0.131 0.33 0.481 0.433 0.811 C 0.727 1.757 0.877 2.745 0.877 3.746 Z" fill="rgb(27, 23, 63)" height="8.576901267783068px" id="wronJRFv5" transform="translate(20.114 7.375)" width="2.1265211010711305px"/><path d="M 15.063 11.592 C 14.66 11.592 14.282 11.705 13.961 11.901 C 13.61 11.208 12.892 10.732 12.064 10.732 C 11.622 10.732 11.211 10.868 10.87 11.1 C 10.495 10.495 9.826 10.092 9.064 10.092 C 8.752 10.092 8.456 10.16 8.189 10.281 L 8.189 2.125 C 8.189 0.953 7.236 0 6.064 0 C 4.892 0 3.939 0.953 3.939 2.125 L 3.939 10.972 C 3.646 10.595 3.241 10.324 2.772 10.199 C 2.204 10.046 1.61 10.124 1.101 10.419 C 0.049 11.026 -0.313 12.376 0.295 13.427 L 4.259 20.294 C 4.534 21.185 4.981 22.022 5.582 22.75 C 5.706 22.9 5.884 22.977 6.064 22.977 C 6.204 22.977 6.345 22.93 6.462 22.834 C 6.728 22.615 6.766 22.221 6.546 21.954 C 5.671 20.894 5.189 19.554 5.189 18.179 L 5.189 2.125 C 5.189 1.642 5.582 1.25 6.064 1.25 C 6.546 1.25 6.939 1.642 6.939 2.125 L 6.939 13.749 C 6.939 14.094 7.219 14.374 7.564 14.374 C 7.909 14.374 8.189 14.094 8.189 13.749 L 8.189 12.217 C 8.189 11.734 8.581 11.342 9.064 11.342 C 9.546 11.342 9.939 11.734 9.939 12.217 L 9.939 13.749 C 9.939 14.094 10.218 14.374 10.564 14.374 C 10.909 14.374 11.189 14.094 11.189 13.749 L 11.189 12.857 C 11.189 12.374 11.581 11.982 12.064 11.982 C 12.546 11.982 12.938 12.374 12.938 12.857 L 12.938 13.717 L 12.938 13.749 C 12.938 14.094 13.218 14.374 13.563 14.374 C 13.909 14.374 14.188 14.094 14.188 13.749 L 14.188 13.717 C 14.188 13.234 14.581 12.842 15.063 12.842 C 15.546 12.842 15.938 13.234 15.938 13.717 L 15.938 18.406 C 15.938 19.709 15.462 20.963 14.596 21.937 C 14.367 22.195 14.39 22.59 14.648 22.82 C 14.767 22.925 14.915 22.977 15.063 22.977 C 15.235 22.977 15.407 22.906 15.53 22.767 C 16.599 21.564 17.188 20.015 17.188 18.406 L 17.188 13.717 C 17.188 12.545 16.235 11.592 15.063 11.592 Z M 1.726 11.501 C 1.946 11.374 2.203 11.34 2.449 11.406 C 2.694 11.472 2.9 11.629 3.027 11.85 L 3.939 13.43 L 3.939 17.24 L 1.377 12.802 C 1.115 12.347 1.271 11.764 1.726 11.501 Z" fill="rgb(27, 23, 63)" height="22.97722px" id="PSL3SLl5p" transform="translate(5.056 9.021)" width="17.188139990557197px"/><path d="M 0.625 1.25 C 0.97 1.25 1.25 0.97 1.25 0.625 C 1.25 0.28 0.97 0 0.625 0 C 0.28 0 0 0.28 0 0.625 C 0 0.97 0.28 1.25 0.625 1.25 Z" fill="rgb(27, 23, 63)" height="1.2499199999999995px" id="VUBTgPYsi" transform="translate(2.194 4.074)" width="1.24992px"/></svg>)
What we offer
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M 4.493 0 C 3.838 0.001 3.192 0.145 2.598 0.422 C 2.005 0.698 1.479 1.101 1.057 1.602 C 0.636 2.103 0.328 2.69 0.157 3.322 C -0.014 3.954 -0.046 4.615 0.065 5.261 C 0.175 5.906 0.426 6.519 0.798 7.058 C 1.17 7.597 1.655 8.048 2.22 8.379 C 2.784 8.711 3.414 8.916 4.066 8.979 C 4.718 9.042 5.375 8.962 5.993 8.745" fill="transparent" height="8.99964310507255px" id="KPZUiQHd9" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" stroke="rgb(221, 91, 25)" transform="translate(3.747 18.749)" width="5.993089702127321px"/><path d="M 3.397 20.406 C 2.5 19.974 1.724 19.325 1.14 18.518 C 0.555 17.711 0.181 16.771 0.051 15.784 C -0.079 14.796 0.039 13.791 0.394 12.861 C 0.75 11.93 1.331 11.102 2.086 10.452 M 2.131 10.331 C 1.639 9.595 1.424 8.708 1.523 7.829 C 1.621 6.949 2.028 6.132 2.672 5.524 C 3.315 4.915 4.152 4.554 5.036 4.504 C 5.92 4.453 6.793 4.717 7.501 5.249 M 7.858 5.347 C 7.619 4.838 7.497 4.283 7.501 3.721 C 7.506 3.159 7.636 2.605 7.883 2.1 C 8.13 1.596 8.488 1.153 8.929 0.805 C 9.37 0.457 9.884 0.213 10.432 0.09 C 10.981 -0.032 11.55 -0.03 12.097 0.097 C 12.645 0.224 13.157 0.472 13.595 0.823 C 14.034 1.174 14.388 1.62 14.631 2.126 C 14.874 2.633 15.001 3.187 15.001 3.749 L 15.001 26.998 C 15.001 27.794 14.685 28.557 14.122 29.119 C 13.56 29.682 12.797 29.998 12.001 29.998 C 11.205 29.998 10.442 29.682 9.88 29.119 C 9.317 28.557 9.001 27.794 9.001 26.998 M 15.001 7.499 C 15.001 8.692 15.475 9.837 16.319 10.681 C 17.163 11.525 18.307 11.999 19.501 11.999 M 22.501 17.999 C 23.155 18 23.802 18.143 24.395 18.42 C 24.989 18.697 25.515 19.1 25.936 19.601 C 26.358 20.101 26.665 20.688 26.837 21.32 C 27.008 21.952 27.04 22.614 26.929 23.259 C 26.818 23.904 26.568 24.518 26.196 25.057 C 25.824 25.595 25.338 26.046 24.774 26.378 C 24.209 26.71 23.579 26.914 22.928 26.977 C 22.276 27.04 21.618 26.961 21.001 26.743" fill="transparent" height="29.998100179168773px" id="LaBeyOk0N" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" stroke="rgb(221, 91, 25)" transform="translate(0.75 0.75)" width="26.99368692532312px"/><path d="M 11.604 20.406 C 12.501 19.974 13.277 19.325 13.861 18.518 C 14.445 17.711 14.819 16.771 14.949 15.784 C 15.08 14.796 14.962 13.791 14.606 12.861 C 14.251 11.93 13.67 11.102 12.915 10.452 M 12.87 10.331 C 13.362 9.595 13.577 8.708 13.478 7.829 C 13.379 6.949 12.972 6.132 12.329 5.524 C 11.686 4.915 10.849 4.554 9.965 4.504 C 9.081 4.453 8.208 4.717 7.5 5.249 M 0 3.749 C 0 3.187 0.127 2.633 0.37 2.126 C 0.613 1.62 0.967 1.174 1.406 0.823 C 1.844 0.472 2.356 0.224 2.904 0.097 C 3.451 -0.03 4.02 -0.032 4.568 0.09 C 5.117 0.213 5.631 0.457 6.072 0.805 C 6.513 1.153 6.87 1.596 7.117 2.1 C 7.365 2.605 7.495 3.159 7.5 3.721 C 7.504 4.283 7.382 4.838 7.143 5.347 M 6 26.998 C 6 27.794 5.684 28.557 5.121 29.119 C 4.559 29.682 3.796 29.998 3 29.998 C 2.204 29.998 1.441 29.682 0.879 29.119 C 0.316 28.557 0 27.794 0 26.998" fill="transparent" height="29.998099462890625px" id="smkBBrIhA" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" stroke="rgb(221, 91, 25)" transform="translate(15.748 0.75)" width="15.000879995491397px"/></svg>)
AI Strategy & Readiness
Before any AI deployment, businesses need clarity. We conduct structured AI readiness assessments, define the use cases with the highest ROI potential, and build pragmatic AI roadmaps aligned to your strategy and operating model. Our approach helps organisations make informed investment decisions through rapid validation and measurable proof of value. Vendor agnostic, always.
Readiness Assessment
Use-case prioritisation
AI roadmapping
Buy vs build
Board-level advisory
Rapid validation
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M 18.264 19.581 L 16.846 24.539 C 16.315 26.395 13.685 26.395 13.154 24.539 L 11.738 19.581 C 11.648 19.267 11.48 18.981 11.249 18.751 C 11.019 18.52 10.733 18.352 10.419 18.262 L 5.461 16.846 C 3.605 16.315 3.605 13.685 5.461 13.154 L 10.419 11.738 C 10.733 11.648 11.019 11.48 11.249 11.249 C 11.48 11.019 11.648 10.733 11.738 10.419 L 13.154 5.461 C 13.685 3.605 16.315 3.605 16.846 5.461 L 18.262 10.419 C 18.352 10.733 18.52 11.019 18.751 11.249 C 18.981 11.48 19.267 11.648 19.581 11.738 L 24.539 13.154 C 26.395 13.685 26.395 16.315 24.539 16.846 L 19.581 18.262 C 19.267 18.352 18.981 18.52 18.751 18.751 C 18.52 18.981 18.352 19.267 18.262 19.581 M 27.111 27.345 L 26.51 29.758 C 26.43 30.081 25.971 30.081 25.889 29.758 L 25.286 27.345 C 25.272 27.289 25.243 27.238 25.202 27.197 C 25.161 27.156 25.11 27.127 25.054 27.113 L 22.641 26.51 C 22.318 26.43 22.318 25.971 22.641 25.889 L 25.054 25.286 C 25.11 25.272 25.161 25.243 25.202 25.202 C 25.243 25.161 25.272 25.11 25.286 25.054 L 25.889 22.641 C 25.969 22.318 26.428 22.318 26.51 22.641 L 27.113 25.054 C 27.127 25.11 27.156 25.161 27.197 25.202 C 27.238 25.243 27.289 25.272 27.345 25.286 L 29.758 25.889 C 30.081 25.969 30.081 26.428 29.758 26.51 L 27.345 27.113 C 27.289 27.127 27.238 27.156 27.197 27.197 C 27.156 27.238 27.125 27.289 27.111 27.345 Z M 4.713 4.946 L 4.111 7.359 C 4.031 7.682 3.57 7.682 3.49 7.359 L 2.887 4.946 C 2.873 4.89 2.844 4.839 2.803 4.798 C 2.762 4.757 2.711 4.728 2.655 4.714 L 0.242 4.111 C -0.081 4.031 -0.081 3.57 0.242 3.49 L 2.655 2.887 C 2.711 2.873 2.762 2.844 2.803 2.803 C 2.844 2.762 2.873 2.711 2.887 2.655 L 3.49 0.242 C 3.57 -0.081 4.031 -0.081 4.111 0.242 L 4.714 2.655 C 4.728 2.711 4.757 2.762 4.798 2.803 C 4.839 2.844 4.89 2.873 4.946 2.887 L 7.359 3.49 C 7.682 3.57 7.682 4.031 7.359 4.111 L 4.946 4.714 C 4.89 4.728 4.839 4.757 4.798 4.798 C 4.757 4.839 4.727 4.89 4.713 4.946 Z" fill="transparent" height="29.999999896240233px" id="a8EKvL3Zh" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.25" stroke="rgb(221, 91, 25)" transform="translate(0.625 0.625)" width="29.999999896240233px"/></svg>)
Agentic AI & Process Automation
Lean Tree brings proven enterprise experience delivering secure agentic AI platforms, enabling organisations to scale AI safely through governed access, robust security, integrated tooling and practical operating models.
Agentic workflows
AI-powered RPA
Document intelligence
Process mining
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M 9 12 L 21 12 M 9 18 L 15 18 M 15 30 C 23.285 30 30 23.285 30 15 C 30 6.715 23.285 0 15 0 C 6.715 0 0 6.715 0 15 C 0 17.732 0.73 20.295 2.007 22.5 L 0.75 29.25 L 7.5 27.993 C 9.779 29.311 12.367 30.004 15 30 Z" fill="transparent" height="30.000013966731782px" id="TsPnI75MM" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.25" stroke="rgb(221, 91, 25)" transform="translate(0.625 0.625)" width="30px"/></svg>)
Gen AI Deployment and Optimisation
From internal copilots to AI-powered knowledge assistants and tailored productivity tools, we design and build secure generative AI solutions that help your teams save time, improve quality, and unlock measurable productivity gains at scale.
LLM integration
RAG architecture
Internal copilots
Prompt engineering
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M 30 0 L 0 0" fill="transparent" height="1px" id="BIvIyonD4" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="miter" stroke-miterlimit="10" stroke-width="1.5" stroke="rgb(221, 91, 25)" transform="translate(0.75 30.75)" width="30px"/><path d="M 27 30 L 27 18.75 C 27 18.153 26.763 17.581 26.341 17.159 C 25.919 16.737 25.347 16.5 24.75 16.5 L 20.25 16.5 C 19.653 16.5 19.081 16.737 18.659 17.159 C 18.237 17.581 18 18.153 18 18.75 L 18 30 L 18 4.5 C 18 2.379 18 1.318 17.34 0.66 C 16.683 0 15.622 0 13.5 0 C 11.377 0 10.319 0 9.66 0.66 C 9 1.317 9 2.377 9 4.5 L 9 30 L 9 11.25 C 9 10.653 8.763 10.081 8.341 9.659 C 7.919 9.237 7.347 9 6.75 9 L 2.25 9 C 1.653 9 1.081 9.237 0.659 9.659 C 0.237 10.081 0 10.653 0 11.25 L 0 30" fill="transparent" height="30px" id="zjgbeqrAy" stroke-dasharray="" stroke-linecap="butt" stroke-linejoin="miter" stroke-miterlimit="10" stroke-width="1.5" stroke="rgb(221, 91, 25)" transform="translate(2.25 0.75)" width="27px"/></svg>)
Data & Machine Learning
Great AI starts with great data. We build the data foundations, predictive models, and MLOps pipelines your business needs to move from insight to action, from demand forecasting to customer churn prediction.
Predictive analytics
MLOps pipelines
Data foundations
Feature engineering
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 25 32" xmlns="http://www.w3.org/2000/svg"><path d="M 0 11.667 L 0 6.667 C 0 4.899 0.702 3.203 1.953 1.953 C 3.203 0.702 4.899 0 6.667 0 C 8.435 0 10.13 0.702 11.381 1.953 C 12.631 3.203 13.333 4.899 13.333 6.667 L 13.333 11.667" fill="transparent" height="11.6667px" id="SOV4Lvc2k" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="miter" stroke-miterlimit="10" stroke-width="1.5" stroke="rgb(221, 91, 25)" transform="translate(5.751 0.75)" width="13.333319999999999px"/><path d="M 0 0 L 23.333 0 L 23.333 15 C 23.333 15.884 22.982 16.732 22.357 17.357 C 21.732 17.982 20.884 18.333 20 18.333 L 3.333 18.333 C 2.449 18.333 1.601 17.982 0.976 17.357 C 0.351 16.732 0 15.884 0 15 Z" fill="transparent" height="18.3333px" id="yKoJmt4mV" stroke-dasharray="" stroke-linecap="butt" stroke-linejoin="round" stroke-width="1.5" stroke="rgb(221, 91, 25)" transform="translate(0.75 12.417)" width="23.3333px"/><path d="M 0 0 L 0.017 0 L 0.017 0.017 L 0 0.017 Z" fill="transparent" height="1px" id="FnRxrqbD7" stroke-dasharray="" stroke-linecap="butt" stroke-linejoin="round" stroke-width="1.5" stroke="rgb(221, 91, 25)" transform="translate(16.585 21.584)" width="1px"/></svg>)
AI Governance & Ethics
Lean Tree helps clients deploy AI responsibly by defining practical governance, risk controls, acceptable use policies and oversight mechanisms, then embedding them into delivery, engineering and business operations.
AI risk frameworks
EU AI Act readiness
Model auditing
Bias & fairness
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 44 32" xmlns="http://www.w3.org/2000/svg"><path d="M 0 8.4 L 21.022 0 L 42.044 8.4 L 21.022 16.799 Z" fill="transparent" height="16.7992px" id="UqZiapSjP" stroke-dasharray="" stroke-linecap="butt" stroke-linejoin="round" stroke-width="1.25" stroke="rgb(221, 91, 25)" transform="translate(0.625 0.625)" width="42.0442px"/><path d="M 32.488 0 L 32.488 9.223 M 0 4.315 L 0 16.756 C 0 16.756 4.81 21.489 11.466 21.489 C 18.123 21.489 22.933 16.756 22.933 16.756 L 22.933 4.315" fill="transparent" height="21.488960208129882px" id="V5jCpEnPu" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.25" stroke="rgb(221, 91, 25)" transform="translate(10.185 9.136)" width="32.48809814453125px"/></svg>)
AI People Enablement
Technology doesn't transform organisations. People do. We help organisations build the confidence, capability, and behaviours needed to adopt AI effectively, enabling organisations to redesign how people and AI work together and create lasting business value
AI Workforce Readiness
Culture
AI Change
Ways of Working
![](data:image/svg+xml,<svg display="block" id="3678900257" role="presentation" viewBox="0 0 44 32" xmlns="http://www.w3.org/2000/svg"><path d="M 34.738 11.46 L 29.862 8.82 C 30.004 8.279 29.981 7.708 29.796 7.18 C 29.377 6.02 28.257 5.262 27.024 5.304 C 25.953 3.925 24.895 2.537 23.85 1.138 C 23.318 0.423 22.481 0.002 21.59 0 L 18.704 0 C 18.573 0 18.446 0.039 18.337 0.111 L 17.134 0.914 L 15.623 0.789 C 14.472 0.695 13.345 1.151 12.583 2.019 L 10.812 4.044 L 7.443 2.81 C 6.244 2.373 4.903 2.853 4.255 3.952 C 3.606 5.051 3.834 6.457 4.797 7.295 C 4.13 7.771 3.721 8.528 3.688 9.346 C 3.655 10.165 4.002 10.952 4.629 11.48 C 4.052 11.957 3.712 12.663 3.698 13.411 C 3.684 14.16 3.997 14.877 4.556 15.376 C 4.471 15.467 4.392 15.564 4.321 15.667 L 4.228 15.71 C 0.652 17.455 -0.949 21.682 0.576 25.358 C 2.1 29.034 6.222 30.888 9.984 29.59 L 23.511 24.935 C 23.579 25.01 23.664 25.068 23.758 25.105 L 27.701 26.643 C 31.826 28.251 36.49 26.374 38.352 22.357 C 40.214 18.34 38.631 13.567 34.738 11.459 Z M 16.265 3.571 C 16.324 3.218 16.527 2.906 16.825 2.709 L 18.905 1.323 L 21.589 1.323 C 22.061 1.324 22.504 1.547 22.786 1.926 C 23.705 3.16 24.636 4.385 25.579 5.601 L 22.412 6.404 L 20.449 4.784 C 20.296 4.657 20.093 4.605 19.898 4.644 L 17.801 5.064 C 17.117 5.198 16.448 4.772 16.281 4.095 C 16.24 3.923 16.234 3.745 16.265 3.571 Z M 5.29 4.84 C 5.41 4.51 5.657 4.241 5.975 4.093 C 6.294 3.945 6.658 3.931 6.988 4.052 L 13.202 6.33 C 13.863 6.599 14.192 7.342 13.947 8.012 C 13.701 8.682 12.97 9.037 12.292 8.815 L 6.076 6.538 C 5.39 6.286 5.038 5.526 5.289 4.84 Z M 5.088 8.995 C 5.34 8.309 6.1 7.957 6.786 8.208 L 13.001 10.485 C 13.69 10.729 14.051 11.485 13.807 12.173 C 13.564 12.862 12.808 13.224 12.119 12.98 L 12.099 12.972 L 12.055 12.958 L 5.875 10.694 C 5.189 10.442 4.837 9.682 5.088 8.996 Z M 5.901 14.647 C 5.323 14.473 4.954 13.909 5.027 13.31 C 5.099 12.711 5.592 12.252 6.195 12.221 L 11.635 14.214 L 11.687 14.232 L 12.413 14.507 C 12.663 14.615 12.859 14.82 12.956 15.075 C 13.067 15.341 13.064 15.641 12.948 15.905 C 12.741 16.35 12.239 16.575 11.77 16.433 Z M 10.987 18.717 C 10.892 18.764 10.786 18.783 10.681 18.772 L 6.259 18.281 C 5.731 18.222 5.306 17.821 5.215 17.297 C 5.125 16.774 5.391 16.254 5.869 16.021 L 10.999 17.582 L 11.012 17.595 C 11.079 17.652 11.131 17.725 11.164 17.805 L 11.251 18.018 C 11.359 18.284 11.244 18.589 10.987 18.718 Z M 9.553 28.34 C 6.646 29.339 3.446 28.059 2.03 25.331 C 0.614 22.603 1.409 19.249 3.899 17.447 C 4.059 18.585 4.97 19.469 6.112 19.597 L 10.534 20.088 C 11.149 20.157 11.758 19.918 12.161 19.449 C 12.564 18.98 12.71 18.341 12.549 17.744 C 13.254 17.589 13.846 17.114 14.149 16.459 C 14.415 15.866 14.428 15.189 14.184 14.586 C 14.103 14.385 13.996 14.195 13.865 14.022 C 14.607 13.595 15.097 12.835 15.179 11.983 C 15.262 11.13 14.927 10.29 14.28 9.729 C 15.081 9.16 15.501 8.194 15.37 7.22 C 15.24 6.246 14.58 5.425 13.657 5.088 L 12.143 4.533 L 13.58 2.891 C 14.065 2.339 14.782 2.049 15.514 2.108 L 15.532 2.11 C 14.753 3.045 14.717 4.392 15.447 5.366 C 16.055 6.171 17.07 6.559 18.06 6.364 L 19.849 6.006 L 21.828 7.64 C 21.991 7.774 22.208 7.823 22.412 7.771 L 26.706 6.68 C 27.481 6.474 28.289 6.886 28.546 7.618 C 28.816 8.391 28.415 9.237 27.646 9.518 L 23.816 10.615 C 23.464 10.716 23.261 11.082 23.361 11.434 C 23.462 11.785 23.828 11.989 24.18 11.888 L 27.915 10.818 C 28.606 10.914 29.139 11.476 29.198 12.172 C 29.257 12.867 28.826 13.511 28.161 13.722 L 28.16 13.722 L 24.34 14.817 C 24.105 14.875 23.92 15.057 23.858 15.291 C 23.796 15.526 23.867 15.775 24.044 15.942 C 24.22 16.108 24.474 16.164 24.704 16.089 L 28.464 15.012 C 29.104 15.017 29.672 15.426 29.877 16.033 C 30.003 16.409 29.974 16.82 29.797 17.175 C 29.619 17.529 29.308 17.799 28.932 17.924 L 27.922 18.261 L 27.904 18.268 L 24.112 19.354 C 23.87 19.406 23.677 19.589 23.612 19.827 C 23.547 20.066 23.62 20.321 23.801 20.489 C 23.983 20.657 24.243 20.71 24.476 20.626 L 28.216 19.556 C 28.765 19.611 29.201 20.042 29.262 20.59 C 29.323 21.139 28.992 21.655 28.468 21.829 L 9.552 28.339 Z M 37.186 21.73 C 35.645 25.16 31.684 26.779 28.182 25.41 L 25.346 24.305 L 28.894 23.084 C 29.714 22.81 30.334 22.13 30.532 21.289 C 30.729 20.447 30.477 19.562 29.864 18.952 C 30.736 18.453 31.276 17.528 31.281 16.523 C 31.286 15.519 30.756 14.588 29.889 14.08 C 30.384 13.481 30.607 12.703 30.503 11.933 C 30.412 11.242 30.07 10.608 29.541 10.153 L 34.108 12.624 C 37.361 14.384 38.704 18.358 37.186 21.731 Z" fill="rgb(221, 91, 25)" height="30.003390232962808px" id="WBS6UM7aG" transform="translate(2 1)" width="39.13077501544326px"/></svg>)
AI Coaching & Training
AI is changing how teams work, learn, and deliver value. We provide practical coaching and training that helps organisations build AI capability, increase confidence, and adopt AI responsibly while strengthening human judgement, collaboration, and performance.
AI fundamentals
Responsible adoption
AI for Agile teams
Workforce readiness
Our approach
Transformation-led. Outcome-driven.
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 56 54" xmlns="http://www.w3.org/2000/svg"><g d="M 20.889 41.708 C 32.426 41.708 41.778 32.372 41.778 20.854 C 41.778 9.337 32.426 0 20.889 0 C 9.352 0 0 9.337 0 20.854 C 0 32.372 9.352 41.708 20.889 41.708 Z M 47 47 L 35.642 35.661" fill="transparent" height="47.00000166752525px" id="wBe__J2sJ" transform="translate(3 3)" width="47.00000238085363px"><path d="M 20.889 41.708 C 32.426 41.708 41.778 32.372 41.778 20.854 C 41.778 9.337 32.426 0 20.889 0 C 9.352 0 0 9.337 0 20.854 C 0 32.372 9.352 41.708 20.889 41.708 Z" fill="transparent" height="41.708250055407696px" id="g7cAv_GvU" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="6" stroke="rgb(239, 239, 239)" width="41.77790303511449px"/><path d="M 11.358 11.339 L 0 0" fill="transparent" height="11.339410542036966px" id="Vv2d5mZEj" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="6" stroke="rgb(239, 239, 239)" transform="translate(35.642 35.661)" width="11.358347412591911px"/></g></svg>)
Discover
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 59 54" xmlns="http://www.w3.org/2000/svg"><path d="M 0 10 L 0 50 L 17.5 40 L 37.5 50 L 55 40 L 55 0 L 37.5 10 L 17.5 0 Z" fill="transparent" height="50px" id="ce9nehz54" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="4" stroke="rgb(239, 239, 239)" transform="translate(2 2)" width="55px"/><path d="M 0 0 L 0 40" fill="transparent" height="40px" id="stsntCkmB" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="4" stroke="rgb(239, 239, 239)" transform="translate(19.5 2)" width="1px"/><path d="M 0 0 L 0 40" fill="transparent" height="40px" id="WQ2a9KJD6" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="4" stroke="rgb(239, 239, 239)" transform="translate(39.5 12)" width="1px"/></svg>)
Define
Deploy
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 44 54" xmlns="http://www.w3.org/2000/svg"><g d="M 19 47 L 19 17.625 M 38 47 L 38 0 M 0 47 L 0 35.25" fill="transparent" height="47px" id="qQJ_Xx_Y8" transform="translate(3 3)" width="38px"><path d="M 0 29.375 L 0 0" fill="transparent" height="29.375px" id="IeJseRuyQ" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="6" stroke="rgb(239, 239, 239)" transform="translate(19 17.625)" width="1px"/><path d="M 0 47 L 0 0" fill="transparent" height="47px" id="V9j8hHhI0" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="6" stroke="rgb(239, 239, 239)" transform="translate(38 0)" width="1px"/><path d="M 0 11.75 L 0 0" fill="transparent" height="11.75px" id="pd88o6TTt" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="6" stroke="rgb(239, 239, 239)" transform="translate(0 35.25)" width="1px"/></g></svg>)
Optimise
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 54 54" xmlns="http://www.w3.org/2000/svg"><path d="M 0 0 L 16.667 0 L 16.667 16.667" fill="transparent" height="16.6667px" id="O2_3gr27v" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="4" stroke="rgb(239, 239, 239)" transform="translate(35.334 2)" width="16.6667px"/><path d="M 16.667 16.667 L 0 16.667 L 0 0" fill="transparent" height="16.6667px" id="oFgrAuWih" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="4" stroke="rgb(239, 239, 239)" transform="translate(2 35.333)" width="16.6667px"/><path d="M 19.444 0 L 0 19.444" fill="transparent" height="19.4444px" id="Ndxd1SajM" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="4" stroke="rgb(239, 239, 239)" transform="translate(32.556 2)" width="19.4444px"/><path d="M 0 19.444 L 19.444 0" fill="transparent" height="19.4444px" id="ijlwVUbKX" stroke-dasharray="" stroke-linecap="round" stroke-linejoin="round" stroke-width="4" stroke="rgb(239, 239, 239)" transform="translate(2 32.556)" width="19.4444px"/></svg>)
Scale
Why Lean Tree
Why our AI Practice is different
Vendor Agnostic
We recommend the right tools for you, not for our margins. From OpenAI to Azure AI to open-source, we match technology to need.
Cross-Practice Power
Our AI work is supercharged by our Advisory, Delivery, Growth and Engineering teams, giving you expertise in one relationship.
Measurable Outcomes
Every engagement is anchored to defined success metrics. We don't just deploy, we ensure adoption and lasting impact
