Stop guessing. Start knowing. Transform your distributed team with real insights that drive real results.
You hired someone. But who are they really? Are they who they say they are? Are they even working?
AI agents are getting hired. Freelancers are outsourcing. Your confidential data is at risk.
Traditional metrics don't work remotely. You need new ways to measure and optimize performance.
It's stupidly simple. (The best solutions always are.)
One-click integration with your existing tools. No IT required. Seriously.
Our AI does the heavy lifting. Pattern recognition, anomaly detection, the works.
Get actionable insights, not data dumps. Know exactly what to do next.
Our assessment engine is patented — U.S. Patent No. 12,694,359.
The patented system reads a candidate's own version-control history. It ingests commits, analyzes diff patterns to find when each concept was introduced and later refined, extracts cross-file dependencies, and builds a temporal knowledge graph of what that engineer actually learned and when. Questions come out carrying metadata that links each one back to the specific commits it came from.
How the assessment engine worksTechnical concepts become nodes. The edges are time — when a concept first appeared and how it was refined afterward. That's the shape of someone's skill progression.
Context analysis, question generation, quality assurance, validation, and refinement run at the same time, communicating over an asynchronous shared-memory message queue.
Every question must clear a structural schema check and a fine-tuned-LLM semantic check — duplicate detection, relevance scoring, skill-level alignment. Failures feed back both ways.
Not just another dashboard. Tools that actually solve problems.
Know who's really on your payroll. Advanced verification that catches what others miss.
Real insights, not vanity metrics.
Stay compliant without the headache.
Know instantly when something's off.
AI-powered insights that actually help.
Find out what's really happening on your team.
Enterprise-ready • Custom onboarding • Dedicated support