AI That Understands
Before It Transforms.
CogniDev is a deeply AI-driven platform with one critical difference: structural intelligence. Language-native parsers decompose your codebase, build executable dependency graphs, and map every architectural layer — giving AI the complete structural context to migrate legacy systems, modernize outdated stacks, or architect new applications with precision and verification, not guesswork.
One Platform. Three Transformation Modes.
Every mode is powered by AI with structural intelligence — parsing, dependency mapping, and architecture classification drive precise, verified transformations
Migration
Legacy to modern. Any source, any target.
CogniDev's parsers decompose your legacy source — every copybook, every macro, every stored procedure — into a structured dependency graph. AI then transforms each component in dependency order, with source-to-target verification on every file.
Modernization
Upgrade architecture, not just versions.
CogniDev maps your existing architecture layer by layer — controllers, services, data access, messaging, infrastructure — then plans the transformation path with dependency-aware sequencing. No guesswork, no broken references.
Greenfield
Deterministic structure. AI where it matters.
Project structure, entity skeletons, service layers, build files, and infrastructure manifests are generated deterministically — no LLM, no hallucination. AI is then applied surgically for business logic, documentation, and intelligent analysis on top of a rock-solid structural foundation.
AI-Generated Code Is the New Technical Debt
Undisciplined AI shipped millions of lines nobody can maintain. CogniDev's structurally intelligent AI turns that mess into production-grade, maintainable systems.
The Problem
Undisciplined AI generated code that compiles but nobody understands — no architecture, no separation of concerns, no dependency management, no tests, no documentation. Teams are stuck maintaining code that was never designed to be maintained.
CogniDev's Fix
Feed your AI-generated codebase into CogniDev. Our AI-powered structural analysis decomposes what's actually there — mapping real dependencies, identifying architectural gaps, classifying every component. Then the AI-driven Modernization pipeline restructures it layer by layer into clean, verified, production-ready code with full documentation.
Deeply AI-Driven. Structurally Disciplined.
AI powers every transformation — but structural intelligence ensures it produces code you can actually ship
CogniCortex — AI-Powered Structural Intelligence
CogniCortex combines language-native parsers with AI-driven analysis to build a living knowledge architecture of your system. It resolves every import, traces every dependency, maps every architectural layer, and classifies complexity with confidence scoring. This structural intelligence is what makes CogniDev's AI transformations precise — the AI doesn't guess at your system, it understands it.
Migrate → Verify → Refine
Every transformation task runs through three explicit steps. Migrate generates target code from structured source analysis. Verify performs source-to-target semantic comparison — not "does it compile" but "did we capture everything?" Refine addresses gaps. No batch generator offers this rigor on every single file.
Deterministic Scaffolding
Project structures, entity skeletons, repository patterns, service layers, build files, Docker and Kubernetes manifests — generated without any LLM involvement. No hallucination. No inconsistency. AI is applied surgically on top of a verified structural foundation.
Three-State Documentation
Comprehensive documentation suite across architecture, UML, deployment, quality, data, and strategic planning — each available in three modes: Current State (from source analysis), Future State (target design), and Comparison (side-by-side with migration complexity).
Smart Requirements Wizard
Intelligent runtime, pattern, and framework selection across every architectural layer — with compatibility scoring, version-pinning, and cost estimation. The wizard recommends based on your parsed source analysis, not guesswork.
Enterprise Access & Security
Role-based access control, granular permissions, feature flags, JWT auth, secure sessions, and full audit trail. Deploy on-premise or in your private cloud — your code never leaves your perimeter.
How It Works
Four AI-driven phases — each grounded in structural intelligence for precision at every step
Parse & Analyze
Upload source code, repos, and documentation. Language-native parsers decompose every file — resolving imports, tracing dependencies, building an executable DAG, and classifying each component into its architectural layer with confidence scoring.
Map & Plan
CogniCortex builds a structured knowledge graph of your system — architecture patterns, complexity hotspots, integration surfaces, security posture. The Smart Requirements Wizard recommends patterns and frameworks based on this analysis.
Transform & Verify
Transformation follows dependency order — entities first, then repositories, then services, then controllers. Every file goes through Migrate → Verify → Refine. Source-to-target semantic comparison ensures coverage completeness, not just compilation.
Document & Deliver
Comprehensive documentation suite generated in three states — current, future, and comparison. Architecture decisions, deployment guides, API docs, risk assessments, and stakeholder briefings — all derived from the structural analysis, not hallucinated.
Your Code Never Leaves Your Perimeter
CogniDev is designed for enterprises that take data sovereignty seriously
On-Premise Deployment
Deploy the entire CogniDev platform within your own infrastructure. Air-gapped environments, private cloud, or bare metal — your choice, your control.
- Full platform runs behind your firewall
- No external API calls or data egress
- Docker / Kubernetes deployment options
Bring Your Own LLM
Connect CogniDev to your own large language model — self-hosted open-source models, private Azure OpenAI instances, or any API-compatible provider.
- Support for Llama, Mistral, Claude, GPT & more
- Private Azure OpenAI / AWS Bedrock endpoints
- No vendor lock-in on the AI layer
Complete Data Isolation
Source code, generated documents, architecture decisions, and transformation artifacts never leave your environment. Full audit trail included.
- SOC 2 & ISO 27001 aligned controls
- Encrypted at rest and in transit
- Role-based access with full audit logging
Ready to Start?
Get a free structural assessment — layer classification, dependency graph, complexity scoring, and transformation readiness — before a single line of code is generated.