Compliance infrastructure.

From Protocol
to to Proof.

Your Agents are intelligent. CogniSwitch helps you prove their compliance. Transforms complex SOPs into the deterministic proof required to deploy with confidence in healthcare.

Integration

  Builds on your eval platform

The Production Readiness Gap

Bridging the gap between a high-quality agent and a trustworthy system.

Engineering Output

Foundation: Quality

  • 01Agent with 90%+ eval scores
  • 02Monitored by Eval Platforms
  • 03Continuous quality improvement
  • 04Works great technically
Production Requirement

Requirement: Proof

  • REQSOP compliance documentation
  • REQIndependent verification
  • REQEvidence-based audit trails
  • REQDeterministic, provable behavior

"Eval platforms build the foundation of quality. Audit provides the final layer of proof required for production."

  The Complete Healthcare AI Stack

Audit builds on the foundation of quality evaluation. It takes the high-performing agent you've built and provides the final layer of verification needed for deployment in critical environments

FIG 1.0: INFRASTRUCTURE MAP
  STATUS: PRODUCTION_READY
Layer 01Dev

  Agent Development

  [Your Platform], LangChain, CrewAI

Layer 02Quality

  Quality Evaluation

  BrainTrust, Arize, Confident AI

  Performance Monitoring
  Cost Optimization
New Layer
Layer 03Compliance

  CogniSwitch Audit

  SOP Adherence & Regulatory Documentation

VERIFICATION
SOP Adherence
OUTPUT
Legal Evidence
Type
Independent
✓ Deployment Approved

  From Quality Metrics to Production Proof

Moving from evaluation scores to the verifiable proof needed for deployment requires three key shifts.

Independent Verification

Internal quality scores are essential for development. Production deployment in regulated industries requires independent, third-party verification to build customer trust.

This moves your reporting from self-assessment to independent attestation.

PILLAR_01

Evidence-Based Output

EVAL OUTPUT: A quality score (e.g., 78/100).

AUDIT OUTPUT: A verifiable finding ("Failed SOP 3.2.1").

Audit provides specific, actionable evidence, not just a metric.

PILLAR_02

Deterministic Standard

EVAL STANDARD: Probabilistic (measures potential).

AUDIT STANDARD: Deterministic (verifies behavior).

For adherence, the same interaction must always produce the same result. Audit ensures this consistency.

PILLAR_03

Card Title

PILLAR_04

From Protocol to Provable Adherence

Workflow Overview

01. Input

Upload Clinical SOPs

02. Extract

Extract Criteria (AI)

03. Validate

Validate 100% Logs

04. Report

Generate Audit Report

The Evidence Engine

Watch how we transform subjective clinical protocols into deterministic boolean logic. No hallucinations, just raw compliance data.

AUDIT_CLI_v1.0 // INTERACTIVE_DEMO
input_source: sop.pdf
> RULESET_01: PROVIDER_ID
  MUST: State Name
  MUST: State Organization (First Stop Health)

> RULESET_02: CLINICAL_INTAKE
  MUST: Ask 'Current Medications'
  IF: Symptoms > 7 days
  THEN: Refer to In-Person Care
input_source: interaction_log.json
[00:00:01] PROVIDER: "Hi, how can I help?"
[00:00:04] PATIENT:  "I have a cough."
[00:00:06] PROVIDER: "How long?"
[00:00:09] PATIENT:  "About 2 weeks."
[00:00:12] PROVIDER: "Okay, let's prescribe syrup."
[END LOG]

[WAITING FOR INPUT]

Specifications for Trustworthy AI

Don't stop at measuring agent quality, verify its behavior. System specifications for the adherence layer:

01 | SOP ADHERENCE VERIFICATION[ACTIVE]

Extracts objective criteria from clinical protocols. Validates every  interaction deterministically against extracted boolean logic.

02 | INDEPENDENT AUDIT AUTHORITY[ENFORCED]

Third-party verification that your customers and partners trust. Moves beyond self-reported quality metrics to independent attestation.

03 | EVIDENCE-BASED REPORTING[Immutable]

Every compliance finding is cryptographically linked to specific SOP  requirements and interaction excerpts. A complete, auditable trail.

04 | DETERMINISTIC EVALUATION[TRUE]

Same interaction equals same result, always. No temperature randomness. Enables systematic improvement measurement over time.

For Agentic Platforms & Agent Builders

Deploy AI with Verifiable Compliance

Systematically improve agent performance and build customer trust with  deterministic measurement and audit-grade proof of SOP adherence.

For Eval Platform Partners

Unlock regulated verticals without building compliance.

Partner with us to provide the complete healthcare AI stack. We complement your existing tools.

THE COMPLIANCE MANIFESTO

 Evals Measure Quality. Audit Proves Compliance.

Eval platforms excel at measuring agent quality—latency, accuracy, cost optimization. But healthcare customers demand something eval platforms can't provide: regulatory-grade compliance documentation.

We don't compete with your eval stack. We complete it.

Audit provides the paper trail your legal team needs and the deterministic proofs your compliance officers demand.

Healthcare AI needs both quality and compliance. You can't deploy with just one.

Partner with Us