CodePrizm analyzes code repositories and data platforms to produce verified, actionable insights — with 85.5% finding accuracy and 100% code validation.
Inherited repositories nobody fully understands, with tribal knowledge locked in departed engineers' heads.
Data pipelines with unknown dependencies. Nobody can answer "what breaks if I change this?"
Security risks hiding in plain sight — unpatched dependencies, exposed secrets, misconfigured access.
Technical debt accumulating faster than documentation. Wikis outdated the moment they're written.
M&A technical assessments taking weeks of manual review when deals move in days.
Traditional tools give you static analysis or AI-generated guesses. Neither is trustworthy enough.
CodePrizm gives you validated intelligence.
Analyze any codebase end-to-end
Deep analysis for modern data stacks
Every AI tool can generate findings. CodePrizm validates them.
File paths must exist in the repository
Line numbers must be valid and reachable
Code snippets must parse correctly
CVE references must be verifiable
Every finding traceable to source
No guesswork. Validated intelligence.
T1-T4 scanner architecture extracts structure, security patterns, platform configs, and BI connections.
13 specialized agents powered by LLMs interpret findings, identify risks, and generate insights.
Deterministic validation verifies every finding against source code. Hallucinations rejected automatically.
Professional reports in JSON, HTML, PDF, DOCX. Complete with lineage diagrams and roadmaps.
CodePrizm maps complete data lineage across your entire platform — from source databases through pipelines and notebooks to executive dashboards.
"If I change this table schema, what breaks?"
"Where does this KPI actually come from?"
"Is sensitive data flowing to unauthorized places?"
"What's the blast radius of this pipeline failure?"
CodePrizm isn't a prototype. It's production-grade infrastructure with comprehensive test coverage and proven accuracy on real repositories.
Python SSH2 protocol library analyzed for security vulnerabilities, documentation completeness, and test coverage.
Microsoft's end-to-end Synapse demo analyzed for data lineage, platform security, and pipeline health.
Assess acquisition targets' technical foundations in hours, not weeks.
Find vulnerabilities with validated evidence, not AI guesses.
Understand data lineage and prevent downstream breakage.
Automated evidence collection for SOX, PII tracking, access control.
Get new developers productive with auto-generated documentation.
Productized technical assessments for client engagements.
Full codebase analysis
Deep data stack analysis
Unlimited analyses
Starting at
$50,000 /yearComprehensive technical assessment for acquisitions
based on scope
Manual security audit
$5,000 – $25,000
$2,500
with CodePrizm
Big 4 data platform assessment
$75,000+
$5,000
with CodePrizm
M&A technical due diligence
$50,000 – $150,000
$15,000 – $25,000
with CodePrizm
Same depth. Validated accuracy. Delivered in days, not weeks.