newinsights.ai
code is the enterprise knowledge base
Compliance
audit doesn't verify the code
Regulators increasingly require IT systems to be documented to auditable standards. But the documentation rarely reflects what the code actually does.
Modernisation
migration projects stall
Before you can modernise legacy infrastructure, you need to understand it. Dependency maps that take months to produce manually block every transformation programme.
Knowledge
costs compound
Institutional knowledge walks into retirement. New engineers spend months learning systems that should be documented from day one. Every departure widens the gap.
The Platform
Make the codebase the knowledge base.
newinsights connects to your repository and uses a multi-agent AI pipeline to analyse, document, and verify every component in your codebase. The result is structured documentation your compliance team can trust and your engineers can actually use.
Inline Docs
Docstrings
Context-aware documentation for every function, class, and method.
Stakeholder Docs
Business Overview
Executive summaries written from code, not from memory.
Architecture Docs
Technical Deep Dive
Data flow, component responsibilities, and integration points.
Visual Docs
System Diagrams
Auto-generated Mermaid class, sequence, and dependency diagrams.
The Process
Three steps from repository to documentation.
Analyse
newinsights parses your codebase using a production-grade syntax parser to build a precise dependency map. Every class, function, and module relationship is resolved before any AI processing begins.
Generate
A coordinated team of AI agents works through your codebase in dependency order. The Reader understands context. The Searcher finds relevant references. The Writer produces documentation to your standards.
Verify
A dedicated Verifier agent reviews every output against quality criteria before it is accepted. Outputs that don't meet the standard are rejected and rewritten — automatically.
Target Audience
Built for regulated industries.
Compliance & Audit
Compliance Officer
Regulation requires IT systems to be documented to auditable standards — but the documentation you have can't be trusted.
newinsights produces structured documentation tied directly to what the code actually does.
Engineering
Engineering Lead
Your team spends more time understanding the system than building on it — especially in legacy environments.
newinsights gives every engineer an accurate map of the codebase from day one.
Technology Leadership
CTO / CIO
Legacy transformation programmes stall because nobody can produce a reliable picture of the current architecture.
newinsights delivers the IT landscape view and dependency analysis that makes transformation tractable.
Regulatory Context
Designed for BaFin, ECB, and Solvency II environments.
newinsights output is structured for audit submission — consistent headers, traceable to source, exportable as markdown. Banking, insurance, and asset management teams use newinsights to close the documentation gap that regulators are increasingly requiring them to address.
Ready to close the knowledge gap?
We're working with a small group of early customers in regulated financial services. If that's you, let's talk.
No commitment. We'll be in touch within 48 hours.