Agentic modernization, delivered
Accurate, complete, on time
Our team combines static analysis for deterministic accuracy, GenAI for speed, and senior engineers to catch what tools miss. The result: modernization you can trust, end-to-end.
Where we come in
Three offerings, scoped to where modernization is hardest. Each starts with an Assessment that locks scope, risks, and success criteria before we move.
API-first architecture
Business logic from frontend to backend
Turn embedded business logic into reusable services that support healthy product evolution around one source of truth.
Agentic context layer
From SDLC to ADLC
Build the validated knowledge base your AI tools need to understand your codebase. Copilot, Cursor, Claude Code, internal agents, MCP servers.
Large-scale migrations
Technical modernization projects
Take on complex migrations directly, with clear scope, validation, and staged delivery from planning through execution.
Three layers, working together
Built to make complex change accurate, complete, and on time. Deterministic analysis alone misses intent. AI alone hallucinates. Consultants alone don’t scale. We run all three.
Deterministic analysis
Our proprietary engine maps dependencies, entry points, data flows, dead code, and cross-repo relationships. Output you can trust before making changes.
AI for scale
Anchored in static analysis, our AI agents apply verified patterns across the codebase, coordinating analysis and workflows around trusted system context.
SMEs and AI experts
Experts validate the output, add the know-how that only lives in people’s heads, and catch what automated tools can’t. No “AI-best-effort” shipped.
Delivered through a live customer workspace, not scattered files
Modernization fails when scope drifts, progress is invisible, and deliverables miss the mark. Our operating model keeps the work scoped, visible, and verifiable.
One workspace. Your engagement, in one place.
A platform and an operating system. The rest is on us.
Platform
Turns your code into a traceable, structured understanding of the system. Built on proprietary deterministic analysis, anchored across every repo in scope.
Operating system
Runs our AI agents and senior engineers against that understanding. Orchestrated, monitored, simulator-backed. Every task tracked, every output verifiable.
Delivered change
Migrated code, extracted services, shipped APIs, or an AI-ready knowledge base. Whichever your offering scopes.
System understanding
Architecture and dependency maps, dead-code analysis, documented critical flows, extracted business logic. Queryable by MCP.
Enablement assets
Test plans, validation evidence, audit-ready artifacts where relevant, playbooks, and training to hand off to your team.
Modernization without the all-in bet
Four stages. Fixed price per stage. Commit one step at a time, with validation evidence at every one.
Assessment
Snapshot of tech stack and modernization fit. Scoped plan, risks, and success criteria.
Specification
Extract the rules, flows, and system behavior that teams and agents need to change code safely.
Modernization
Execute the scoped change: code, services, APIs, or migrated work, with visible progress throughout.
Enablement
Keep evolving your system independently using our playbooks, trainings, test suites, and knowledge base.
Swimm gave us a map of our application which we verified to be 100% accurate and had all the details our business analysts needed
Deployed where modernization is hardest
Security certified
SOC 2 and ISO 27001 compliant
On-premise deployment
Including air-gapped environments
Customer-managed LLMs
Your data stays in your control
Proven at scale
100M+ lines of code analyzed
Mainframe & legacy coverage
COBOL, JCL, PL/I, and modern languages
Stays current
Understanding updates as your code evolves
