Saksh·ai — The Proof Layer for AI

The Problem

AI systems in regulated industries make consequential decisions every day. When they get things wrong, the cost is measured in patient harm, compliance violations, and lost trust.

⊢

AI Hallucinations

Large language models produce confident-sounding but incorrect answers. In healthcare, insurance, and finance, wrong answers have real consequences.

◊

Unguarded Agents

AI agents can take destructive actions — deleting data, executing unauthorized transactions, or violating policies — faster than humans can intervene.

♦

Compliance Burden

Regulators increasingly require evidence that AI systems produce trustworthy outputs. Manual review doesn't scale. Existing guardrails check tone, not truth.

How It Works

One API call. Multiple independent verification methods. One deterministic verdict with a sharable certificate.

Step 1

Send AI Output

Pass any AI-generated response to the Saksh·ai API along with the original context — a claim, a calculation, a policy determination.

Step 2

Multi-Method Verification

Multiple independent methods run in parallel across three evidence buckets — formal proofs, code execution, and cross-model reasoning — each producing independent evidence.

Step 3

Verdict & Certificate

Receive a deterministic verdict (Verified or Refuted) with evidence tags across three buckets — Proof, Code, and Natural Language — plus a sharable verification certificate.

API-First Platform

A single REST endpoint to verify any AI output. Integrate in minutes. Results stream back in real time via server-sent events.

Example Request

# Verify an AI-generated dosage recommendation
POST /v1/verify/stream

{
  "prompt": "Recommended metformin dose for this patient?",
  "response": "Recommended dose is 1000mg twice daily...",
  "context": "Patient: 62yo, CKD Stage 4, eGFR 28..."
}

Response

{
  "verdict": "REFUTED",
  "evidence_tags": {
    "Proof": "Disproved",
    "Code": "Test Failed",
    "Natural Language": "Disputed"
  },
  "summary": "Metformin contraindicated at eGFR < 30. Discontinue.",
  "certificate_url": "https://sakshai.com/proof/a1b2c3..."
}

Streaming API with server-sent events. SDKs for Python and TypeScript. Enterprise SLAs available.

The Platform

Four capabilities. One API. Fully automatic configuration — no rules to write, no thresholds to tune.

⊢

Verify

Automatically verify any AI output for correctness. Wrong answers are caught and corrected with supporting evidence.

◊

Guard

Real-time compliance checks for AI agent actions. Prevents destructive, unauthorized, or policy-violating operations before they execute.

♦

Certify

Generate verification certificates and audit-ready compliance reports. Export evidence mapped to regulatory frameworks.

⟨⟩

Codify

Turn verification knowledge into executable rules. Policies are auto-extracted, testable, and version-controlled.

Not Opinions. Evidence.

Most AI trust tools give you confidence scores. Saksh·ai proves whether the answer is actually correct.

Arbitrary “confidence scores”

Deterministic verdicts, with a certificate

LLM-as-a-Judge — one prompt checking another

Machine-checkable proofs of correctness

Guardrails that police how AI responds

Verification that proves what AI says is true

Pre-authored rules that need manual setup

Auto-configured, zero setup

Static, point-in-time checks

Self-improving — every verification makes the next one better

Built for Regulated Industries

Where AI outputs have real consequences and trust isn't optional.

♥

Healthcare

Verify dosage calculations, clinical guidelines, and patient-facing recommendations before they reach the patient.

≡

Insurance

Catch errors in claim calculations, coverage determinations, and policy compliance before they become costly disputes.

Δ

Financial Services

Verify tax calculations, transaction compliance, and regulatory reporting with auditable evidence trails.

The Team

Saksh·ai was born from a simple insight: AI in regulated industries — healthcare, insurance, finance — needs proof, not just prediction. That conviction drives everything we build.

SG

Dr. S. Garkoti

Co-Founder & Chief Healthcare Officer

Physician with clinical experience across healthcare systems in India and the US. Identified the critical gap in AI trustworthiness — that AI in regulated industries produces answers no one can verify. Her insight that formal verification methods could bridge this gap became the founding vision for Saksh·ai. Leads healthcare domain strategy, clinical accuracy requirements, and industry partnerships.

Get Early Access

Saksh·ai is an API-first verification platform in early access with select enterprises in healthcare, insurance, and financial services.

Request Access Learn More