Our principles
No customer data in training.
We don't use any customer data in model training. All data in the model training are sourced separately with a combination of external annotators and synthetic data generation.
Human in the loop.
All AI evaluations that impact a hiring decision always require a human in the loop to take a look and act. There are no automated workflows for selection or rejection.
Ensure fairness.
AI features undergo regular bias audits every 6 months(?) to ensure it's not biased against a race, ethnicity or gender
Keep things interpretable.
Every AI output is traceable, explainable, and editable. AI assists, but humans stay in control.
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 48 48" xmlns="http://www.w3.org/2000/svg"><g d="M 0 0 L 48 0 L 48 48 L 0 48 Z M 24 0 C 10.745 0 0 10.745 0 24 C 0 35.255 7.75 44.7 18.203 47.293 L 18.203 31.334 L 13.253 31.334 L 13.253 24 L 18.203 24 L 18.203 20.84 C 18.203 12.671 21.9 8.885 29.919 8.885 C 31.44 8.885 34.064 9.183 35.137 9.481 L 35.137 16.129 C 34.571 16.069 33.587 16.039 32.364 16.039 C 28.429 16.039 26.909 17.531 26.909 21.406 L 26.909 24 L 34.749 24 L 33.4 31.334 L 26.91 31.334 L 26.91 47.824 C 38.793 46.39 48 36.271 48 24 C 48 10.745 37.255 0 24 0 Z" fill="transparent" height="48px" id="Y21Zzs1FR" width="48px"><path d="M 0 0 L 48 0 L 48 48 L 0 48 Z" fill="transparent" height="48px" id="UwH6Gxg1O" width="48px"/><path d="M 24 0 C 10.745 0 0 10.745 0 24 C 0 35.255 7.75 44.7 18.203 47.293 L 18.203 31.334 L 13.253 31.334 L 13.253 24 L 18.203 24 L 18.203 20.84 C 18.203 12.671 21.9 8.885 29.919 8.885 C 31.44 8.885 34.064 9.183 35.137 9.481 L 35.137 16.129 C 34.571 16.069 33.587 16.039 32.364 16.039 C 28.429 16.039 26.909 17.531 26.909 21.406 L 26.909 24 L 34.749 24 L 33.4 31.334 L 26.91 31.334 L 26.91 47.824 C 38.793 46.39 48 36.271 48 24 C 48 10.745 37.255 0 24 0 Z" fill="rgb(255, 255, 255)" height="47.824px" id="DdJIrR2fe" width="48px"/></g></svg>)
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 48 48" xmlns="http://www.w3.org/2000/svg"><g d="M 0 0 L 48 0 L 48 48 L 0 48 Z M 44.447 0 L 3.544 0 C 1.584 0 0 1.547 0 3.46 L 0 44.53 C 0 46.444 1.584 48 3.544 48 L 44.447 48 C 46.407 48 48 46.444 48 44.54 L 48 3.46 C 48 1.546 46.406 0 44.447 0 Z M 14.24 40.903 L 7.116 40.903 L 7.116 17.991 L 14.241 17.991 L 14.241 40.903 Z M 10.678 14.87 C 9.583 14.872 8.531 14.438 7.756 13.664 C 6.981 12.891 6.545 11.84 6.544 10.745 C 6.545 9.65 6.981 8.599 7.756 7.826 C 8.531 7.052 9.583 6.618 10.678 6.62 C 12.956 6.62 14.803 8.467 14.803 10.745 C 14.803 13.023 12.956 14.87 10.678 14.87 Z M 40.903 40.904 L 33.788 40.904 L 33.788 29.766 C 33.788 27.113 33.741 23.691 30.084 23.691 C 26.381 23.691 25.819 26.587 25.819 29.578 L 25.819 40.903 L 18.712 40.903 L 18.712 17.991 L 25.538 17.991 L 25.538 21.121 L 25.631 21.121 C 26.578 19.321 28.903 17.419 32.362 17.419 C 39.572 17.419 40.903 22.163 40.903 28.331 L 40.903 40.903 Z" fill="transparent" height="48px" id="fCx_E18zl" width="48px"><path d="M 0 0 L 48 0 L 48 48 L 0 48 Z" fill="transparent" height="48px" id="nC9g2S7DG" width="48px"/><path d="M 44.447 0 L 3.544 0 C 1.584 0 0 1.547 0 3.46 L 0 44.53 C 0 46.444 1.584 48 3.544 48 L 44.447 48 C 46.407 48 48 46.444 48 44.54 L 48 3.46 C 48 1.546 46.406 0 44.447 0 Z M 14.24 40.903 L 7.116 40.903 L 7.116 17.991 L 14.241 17.991 L 14.241 40.903 Z M 10.678 14.87 C 9.583 14.872 8.531 14.438 7.756 13.664 C 6.981 12.891 6.545 11.84 6.544 10.745 C 6.545 9.65 6.981 8.599 7.756 7.826 C 8.531 7.052 9.583 6.618 10.678 6.62 C 12.956 6.62 14.803 8.467 14.803 10.745 C 14.803 13.023 12.956 14.87 10.678 14.87 Z M 40.903 40.904 L 33.788 40.904 L 33.788 29.766 C 33.788 27.113 33.741 23.691 30.084 23.691 C 26.381 23.691 25.819 26.587 25.819 29.578 L 25.819 40.903 L 18.712 40.903 L 18.712 17.991 L 25.538 17.991 L 25.538 21.121 L 25.631 21.121 C 26.578 19.321 28.903 17.419 32.362 17.419 C 39.572 17.419 40.903 22.163 40.903 28.331 L 40.903 40.903 Z" fill="rgb(255, 255, 255)" height="48px" id="IxBHCqlTO" width="48px"/></g></svg>)
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 48 48" xmlns="http://www.w3.org/2000/svg"><path d="M 34.653 0.001 L 41.4 0.001 L 26.66 16.848 L 44 39.773 L 30.422 39.773 L 19.788 25.869 L 7.62 39.773 L 0.869 39.773 L 16.635 21.753 L 0 0.001 L 13.922 0.001 L 23.535 12.71 L 34.653 0 Z M 32.285 35.733 L 36.023 35.733 L 11.891 3.827 L 7.879 3.827 L 32.285 35.734 Z" fill="rgb(255, 255, 255)" height="39.772999999999996px" id="rYmbzqxjV" transform="translate(2 4)" width="44px"/></svg>)
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 48 48" xmlns="http://www.w3.org/2000/svg"><g d="M 0 0 L 48 0 L 48 48 L 0 48 Z M 24 4.322 C 30.413 4.322 31.172 4.35 33.694 4.462 C 36.037 4.566 37.304 4.959 38.147 5.287 C 39.263 5.719 40.069 6.244 40.903 7.078 C 41.747 7.922 42.263 8.718 42.693 9.834 C 43.022 10.678 43.416 11.954 43.519 14.288 C 43.631 16.818 43.659 17.578 43.659 23.981 C 43.659 30.394 43.631 31.153 43.519 33.675 C 43.416 36.019 43.022 37.285 42.694 38.128 C 42.263 39.244 41.737 40.05 40.904 40.884 C 40.059 41.728 39.262 42.244 38.147 42.675 C 37.303 43.003 36.028 43.397 33.694 43.5 C 31.162 43.612 30.404 43.64 24 43.64 C 17.587 43.64 16.828 43.612 14.306 43.5 C 11.963 43.397 10.696 43.003 9.853 42.675 C 8.738 42.244 7.931 41.719 7.097 40.885 C 6.253 40.041 5.737 39.244 5.307 38.128 C 4.978 37.284 4.584 36.009 4.481 33.675 C 4.369 31.144 4.341 30.385 4.341 23.981 C 4.341 17.569 4.369 16.809 4.481 14.287 C 4.584 11.944 4.978 10.678 5.306 9.834 C 5.737 8.719 6.263 7.913 7.096 7.078 C 7.941 6.234 8.738 5.718 9.853 5.288 C 10.697 4.959 11.972 4.566 14.306 4.463 C 16.828 4.35 17.587 4.322 24 4.322 Z M 24 0 C 17.484 0 16.669 0.028 14.11 0.14 C 11.56 0.253 9.806 0.666 8.288 1.256 C 6.703 1.875 5.362 2.691 4.031 4.031 C 2.691 5.363 1.875 6.703 1.256 8.278 C 0.666 9.806 0.253 11.55 0.141 14.1 C 0.028 16.669 0 17.484 0 24 C 0 30.516 0.028 31.331 0.14 33.89 C 0.253 36.44 0.666 38.194 1.256 39.712 C 1.875 41.297 2.691 42.637 4.031 43.969 C 5.228 45.189 6.678 46.133 8.278 46.734 C 9.806 47.325 11.55 47.737 14.1 47.85 C 16.66 47.962 17.475 47.99 23.99 47.99 C 30.506 47.99 31.322 47.962 33.881 47.85 C 36.431 47.737 38.184 47.325 39.703 46.734 C 41.303 46.133 42.753 45.189 43.95 43.969 C 45.17 42.772 46.114 41.322 46.716 39.722 C 47.306 38.194 47.719 36.45 47.831 33.9 C 47.944 31.34 47.971 30.525 47.971 24.01 C 47.971 17.494 47.944 16.678 47.831 14.119 C 47.719 11.569 47.306 9.816 46.716 8.297 C 46.125 6.703 45.309 5.362 43.969 4.031 C 42.772 2.811 41.322 1.867 39.722 1.266 C 38.194 0.675 36.45 0.262 33.9 0.15 C 31.331 0.028 30.516 0 24 0 Z M 24 11.672 C 17.194 11.672 11.672 17.194 11.672 24 C 11.672 30.806 17.194 36.328 24 36.328 C 30.806 36.328 36.328 30.806 36.328 24 C 36.328 17.194 30.806 11.672 24 11.672 Z M 24 31.997 C 19.633 31.928 16.128 28.368 16.128 24 C 16.128 19.632 19.633 16.072 24 16.003 C 28.367 16.072 31.872 19.632 31.872 24 C 31.872 28.368 28.367 31.928 24 31.997 Z M 39.694 11.184 C 39.694 12.349 38.993 13.399 37.917 13.845 C 36.841 14.291 35.603 14.044 34.779 13.221 C 33.956 12.397 33.709 11.159 34.155 10.083 C 34.601 9.007 35.651 8.306 36.816 8.306 C 38.404 8.31 39.69 9.596 39.694 11.184 Z" fill="transparent" height="48px" id="QrKHHh0ir" width="48px"><path d="M 0 0 L 48 0 L 48 48 L 0 48 Z" fill="transparent" height="48px" id="A6f5Jd8a_" width="48px"/><path d="M 24 4.322 C 30.413 4.322 31.172 4.35 33.694 4.462 C 36.037 4.566 37.304 4.959 38.147 5.287 C 39.263 5.719 40.069 6.244 40.903 7.078 C 41.747 7.922 42.263 8.718 42.693 9.834 C 43.022 10.678 43.416 11.954 43.519 14.288 C 43.631 16.818 43.659 17.578 43.659 23.981 C 43.659 30.394 43.631 31.153 43.519 33.675 C 43.416 36.019 43.022 37.285 42.694 38.128 C 42.263 39.244 41.737 40.05 40.904 40.884 C 40.059 41.728 39.262 42.244 38.147 42.675 C 37.303 43.003 36.028 43.397 33.694 43.5 C 31.162 43.612 30.404 43.64 24 43.64 C 17.587 43.64 16.828 43.612 14.306 43.5 C 11.963 43.397 10.696 43.003 9.853 42.675 C 8.738 42.244 7.931 41.719 7.097 40.885 C 6.253 40.041 5.737 39.244 5.307 38.128 C 4.978 37.284 4.584 36.009 4.481 33.675 C 4.369 31.144 4.341 30.385 4.341 23.981 C 4.341 17.569 4.369 16.809 4.481 14.287 C 4.584 11.944 4.978 10.678 5.306 9.834 C 5.737 8.719 6.263 7.913 7.096 7.078 C 7.941 6.234 8.738 5.718 9.853 5.288 C 10.697 4.959 11.972 4.566 14.306 4.463 C 16.828 4.35 17.587 4.322 24 4.322 Z M 24 0 C 17.484 0 16.669 0.028 14.11 0.14 C 11.56 0.253 9.806 0.666 8.288 1.256 C 6.703 1.875 5.362 2.691 4.031 4.031 C 2.691 5.363 1.875 6.703 1.256 8.278 C 0.666 9.806 0.253 11.55 0.141 14.1 C 0.028 16.669 0 17.484 0 24 C 0 30.516 0.028 31.331 0.14 33.89 C 0.253 36.44 0.666 38.194 1.256 39.712 C 1.875 41.297 2.691 42.637 4.031 43.969 C 5.228 45.189 6.678 46.133 8.278 46.734 C 9.806 47.325 11.55 47.737 14.1 47.85 C 16.66 47.962 17.475 47.99 23.99 47.99 C 30.506 47.99 31.322 47.962 33.881 47.85 C 36.431 47.737 38.184 47.325 39.703 46.734 C 41.303 46.133 42.753 45.189 43.95 43.969 C 45.17 42.772 46.114 41.322 46.716 39.722 C 47.306 38.194 47.719 36.45 47.831 33.9 C 47.944 31.34 47.971 30.525 47.971 24.01 C 47.971 17.494 47.944 16.678 47.831 14.119 C 47.719 11.569 47.306 9.816 46.716 8.297 C 46.125 6.703 45.309 5.362 43.969 4.031 C 42.772 2.811 41.322 1.867 39.722 1.266 C 38.194 0.675 36.45 0.262 33.9 0.15 C 31.331 0.028 30.516 0 24 0 Z" fill="rgb(255, 255, 255)" height="47.99px" id="QLiQnasVj" width="47.971000000000004px"/><path d="M 12.328 3.366 C 5.522 3.366 0 8.888 0 15.694 C 0 22.5 5.522 28.022 12.328 28.022 C 19.134 28.022 24.656 22.5 24.656 15.694 C 24.656 8.888 19.134 3.366 12.328 3.366 Z M 12.328 23.691 C 7.961 23.622 4.456 20.062 4.456 15.694 C 4.456 11.326 7.961 7.766 12.328 7.697 C 16.695 7.766 20.2 11.326 20.2 15.694 C 20.2 20.062 16.695 23.622 12.328 23.691 Z M 28.022 2.878 C 28.022 4.043 27.321 5.093 26.245 5.539 C 25.169 5.985 23.931 5.738 23.107 4.915 C 22.284 4.091 22.037 2.853 22.483 1.777 C 22.929 0.701 23.979 0 25.144 0 C 26.732 0.004 28.018 1.29 28.022 2.878 Z" fill="rgb(255, 255, 255)" height="28.022000175476077px" id="oP8i0hu_i" transform="translate(11.672 8.306)" width="28.022000171426996px"/></g></svg>)