Cost drag diagnostic
Map hidden friction in sixty seconds.
Estimate manual drag, uncaptured payroll, and data exposure — then unlock a prescribed roadmap.
Step 1 / 4
What is your primary industry sector?
Regulatory requirements and workflow complexities vary dramatically by domain.
What the diagnostic covers
The tools. The models. The people using them.
We do not just time document drag. We evaluate whether Copilot, Claude, or a local model would survive your actual work — and whether the team has a way to catch a plausible fake.
Quality gates
Lab standardDeterministic release standards
Fixture datasets never pass automatically. Every production release requires mathematical thresholds on real domain cases.
Classification Accuracy
Tested against ground-truth reference datasets per chain/domain.
Precision & Recall
Entity extraction & regulatory clause identification.
Critical Error Threshold
Zero unflagged hallucinated identifiers or fabricated citations.
Blind Human Review
Evaluators establish ground truth independently of system output.
Claims may cite only files that exist and behavior that automated regression tests explicitly cover.
Safety controls
Agentic defense6-stage agent execution pipeline
For agents touching financial systems, client records, or databases, safety cannot be left to probabilistic prompting.
Tools we work in