Independent Verification & Validation for AI
Scientist-led IV&V protocols to catch hallucinations, logic risks, and security gaps before they reach production. Clinical-grade rigor for your deployment pipeline.Designed to support internal controls and compliance documentation.
Concierge engagement (Scientist-in-the-Loop). Not just a JSON log. Full money-back guarantee.
Free Preliminary Assessment Included
Submit your repository URL to receive an instant automated scan — at no cost. The scan gets you in the door. The paid audit ($500/$750) is where the real value lives: a comprehensive human expert review by our Scientist-of-Record, detailed remediation guidance, and a full evidence pack with reproducibility bundle. Standard and Rush audits include a 1-on-1 debrief call.
Audited by a Scientist,
Not a Bot.
I am a Scientist-of-Record for your codebase. Modern AI code is non-deterministic. Traditional linters miss this. I apply the Independent Verification & Validation (IV&V) protocols used in my $1M+ NIH-funded research to catch architectural failures in your software.
Teano Nguyen
MD/PhD Candidate (OHSU) • Scientist-of-Record
Dean's Scholarship Recipient (2017) • Manuscript Submitted 2025
NIH/AHA Funded Researcher
$1M+ in Competitive Grants
"I apply the same statistical rigor used to validate NIH grants to your deployment pipeline."
Built on Enterprise-Grade Infrastructure
100%
Expert-Reviewed, AI-Assisted
Target
3–5 Business Days
What Clients Say
"MergeProof caught a hallucination-induced data corruption path that our entire CI suite missed. The debrief call alone was worth the investment."
J. Liu
CTO, HealthTech Startup
(Illustrative)
"We needed independent sign-off before our Series A technical due diligence. The IV&V report gave investors confidence and us actionable fixes."
M. Ramirez
Founder, AI Diagnostics Co.
(Illustrative)
"The reproducibility bundle was exactly what our compliance team needed. Real artifacts, real hashes — not a vague summary document."
A. Kim
VP Engineering, MedDevice SaaS
(Illustrative)
Representative of expected client feedback. Early-stage product. Names are illustrative.
The Scientific Gate
Before any report is delivered, we run a manual verification protocol that cross-checks all audit artifacts for internal consistency.
Clone & Checkout
Enforce clean checkout at target commit
Run Analysis
Execute test harness and risk checks
Verify & Deliver
Cross-check artifacts before release
Note: Today this gate is run as a manual protocol. Automated scientific gating is on the roadmap, not yet CI-enforced.
How MergeProof Applies IV&V-Informed Principles
MergeProof is modeled after Independent Verification & Validation (IV&V) practices used for safety-critical software, adapted for modern, AI-assisted codebases:
1. Independent perspective
We're outside your sprint and release process; our only job is to look for failure modes.
2. Verification & validation
We scrutinize how your tests exercise the code (verification) and whether they actually defend the behaviors you care about (validation).
3. Documented scientific gate
Before delivering a report, we run a defined checklist that cross-checks summary.json, environment logs, and aggregates for internal consistency. The fully automated gate is on the roadmap; today, every gate is run manually by a scientist-of-record.
This is an IV&V audit, not a NASA IV&V center or a fully automated IV&V pipeline.
Evidence, Not Just Opinions
Don't tell me you're a scientist; show me your data. Every audit includes a raw evidence pack.
{
"created_at": "2025-12-18T17:05:06.432509",
"report_url": "https://mergeproof.org/sample",
"message": "Scan complete. 0 findings detected.",
"completed_at": "2025-12-18T17:05:12.651780",
"repo_url": "https://github.com/stellar/go",
"status": "completed",
"findings_count": 0,
"ref": "master",
"job_id": "02789371-ab71-4701-85ea-0e78984829fa",
"integrity_hash": "sha256:f311b66b9b5c3705f901630d143426684b8790acf6efb54e79fc43ac1302310c"
}Pricing
Simple, transparent pricing for high-touch IV&V audits.
Every paid tier includes a comprehensive human expert review by our Scientist-of-Record — not just an automated scan. You get detailed remediation guidance and a full evidence pack with reproducibility bundle. Standard and Rush audits include a 1-on-1 debrief call.
Snapshot IV&V Audit
$500
Target: 1-2 business days. A quick diagnostic check.
- • Scientist-led review (AI-assisted)
- • 1-2 page summary report
- • High-level risk assessment
Standard IV&V Audit
$750
Target: 3–5 business days. Deep-dive risk analysis.
- • Scientist-led review (AI-assisted)
- • 5–10 page Red-Flag report
- • Risk score and ALLOW/BLOCK verdict
- • Reproducibility bundle (summary.json, logs)
- • 60-minute debrief call
Rush IV&V Audit
Most urgentContact
Target: 24 hours. Expedited scientist review.
- • Scientist-led review (AI-assisted)
- • 5–10 page Red-Flag report
- • Risk score and ALLOW/BLOCK verdict
- • Reproducibility bundle (summary.json, logs)
- • 30-minute debrief call
Frequently Asked Questions
Everything you need to know before booking your audit.
Secure Your Audit Slot
Limited scientist-led slots available for this cohort. SSL Encrypted & NDA available on request
What happens next?
- Repo AnalysisWe run the scanner (read-only)
- Scientist ReviewHuman verification of findings
- Risk ReportPDF delivery (Allow/Block)
"The only audit that actually caught the concurrency bug before we merged."
— Engineering Lead (Name withheld) (Illustrative example)
By submitting, you agree to our Terms. We do not sell your data.