ProjectKnex

Hiring is broken

Resumes tell you where someone has been. Interviews tell you how well someone performs in interviews. Neither tells you how a candidate will actually think, collaborate, and perform in the role. The result: 46% of new hires fail within 18 months. The cost of a bad hire at the senior level runs between 50% and 200% of annual salary. And the process itself, resume screening, phone screens, panel interviews, is optimized for speed and pattern matching, not for predicting actual job performance.

Traditional psychometric assessments help but they exist in a vacuum. They tell you a candidate scores high on conscientiousness. They do not tell you how that conscientiousness manifests when the candidate is under deadline pressure in a team that values speed over thoroughness. Context matters. Interaction dynamics matter. And no static assessment captures those.

What ProjectKnex does

ProjectKnex uses cognitive and behavioral simulation to predict how candidates will actually perform in specific roles, teams, and organizational contexts. Candidates complete a lightweight voice based behavioral assessment that maps them across 12 cognitive and behavioral dimensions. The system then creates a digital twin of the candidate and simulates their performance across role specific scenarios.

How does this candidate handle ambiguity? How do they respond to feedback from a direct report versus a senior leader? How do they make decisions when data is incomplete? How do they collaborate with a team that has a different working style? ProjectKnex answers these questions before the candidate starts the job, using the same simulation infrastructure that powers TownSquare.

Team dynamics simulation

Hiring is not just about the individual. It is about how the individual fits into an existing team. ProjectKnex models your current team members and simulates how a new hire will interact with them. It predicts collaboration patterns, communication friction points, and cultural fit. Not based on gut feeling. Based on behavioral simulation grounded in validated cognitive science.

You see how the candidate handles the specific challenges of your role. Not hypothetical interview questions. Actual simulated scenarios drawn from the day to day reality of the position. The candidate's digital twin navigates team meetings, client interactions, deadline pressure, and organizational politics. The output shows you what their first 90 days will actually look like.

Built for fairness

ProjectKnex evaluates candidates on behavior and cognitive patterns, not demographics. Every evaluation is auditable and explainable. You can see exactly why the system made its recommendation and challenge any dimension you disagree with. Built in bias monitoring tracks evaluation patterns across protected categories and flags potential disparate impact before it becomes a problem.

Who uses it

Talent acquisition teams use ProjectKnex to screen high volume roles with more signal than resume parsing provides. Hiring managers use it to compare finalists on role specific performance prediction rather than interview charisma. HR leaders use it to reduce mis-hire rates and improve retention. Executive recruiters use it to evaluate leadership candidates for cultural fit and strategic alignment with the board's vision.

Use Cases