Model Validation, run by agents.
Signed off by humans.
Meet FairPlay's Model Validation Agents - an integrated team that completes SR 11-7 validations 10x faster, with deeper statistical coverage and a cleaner audit trail.
No shortcuts. No guesswork. No all-nighters.
SOC 2 Compliant · SR 11-7 · Aligned Enterprise-Ready
Statistical Rigor. AI-Driven Workflow.
The platform operates on three distinct layers to support regulatory expectations, verifieable accuracy, and complete traceability.
The Statistical Engine
Executes standard validation tests for performance, stability, and fairness used in financial modeling.
The Agentic Workflow Specialized
AI agents orchestrate the process end-to-end, interpreting engine outputs and interviewing model owners to construct the validation narrative.
The Governance Layer
Maintains a versioned evidence trail linking generated text to source data, while applying a transparent grading rubric to every section of the validation report.
The definitive digital risk team.
Five specialized, autonomous agents that dont' check boxes - they challenge the model,d ocument the proof, and pass the exam
The Interviewer
The Interviewer
Intake without interrogations. Performs initial intake and comprehensive data collection. It’s not a form. It’s a conversation. A targeted, adaptive interview that surfaces what’s missing and clarifies intent.
The Tester
The Tester
Runs the tests you meant to run. And the ones you forgot. Conducts statistical testing, bias analysis, and adversarial red-teaming. It maintains a constantly updated library of failure vectors to find failure modes before regulators do.
The Drafter
The Drafter
We speak fluent Regulator. Documents every step in conformance with regulatory guidelines (SR 11-7). It captures the who, what, when, and why – anchored by evidence – to produce an examiner-ready narrative.
The Grader
The Grader
A second opinion that actually is one. Grades the entire process against best practices and regulatory precedents. It benchmarks your model against Challengers and a deep library of validation practices. If The Grader passes it, you’re ready for the Examiner.
The Monitor
The Monitor
Validation is no longer a milestone; it is a permanent state. Continuous monitoring for drift, performance degradation, and data shift. Sends proactive alerts before minor drift becomes a major compliance issue.
How it Works
01. Upload & Ingest
Upload model docs, training data, test sets, and prior validations. FairPlay ingests it all and turns it into a structured, searchable model record linked back to source artifacts.
02. Interview
The Interviewer runs a smart intake that fills gaps. You provide rationale once – it’s reused everywhere it belongs.
03. Test
The Interviewer runs a smart intake that fills gaps. You provide rationale once – it’s reused everywhere it belongs.
04. Draft
The Drafter produces an examiner-ready narrative and a complete regulatory file in real-time, eliminating the bottleneck of manual documentation.
05. Grade
The Grader scores the development process against best practices and flags weaknesses. It benchmarks the model against Challenger Models to expose blindspots.
06. Monitor
Once live, the Monitor keeps validating in the background.
The only model documentation your governance team will ever need.
A complete validation package with a defensible audit trail, ready for internal governance and external review.
10x Faster
70% Cheaper
Challenger-Backed
Exam-Ready
Who's it For
For Model Risk Teams
who need validation to move at the speed of development.
For Compliance Leaders
who want clarity, not chaos, in exam prep.
For Data Science Orgs
Comprehensive testing for bias and fairness.
Ready to get more out of yoru models?
Join leading financial institutions in deploying better AI faster.