Pioneering a New Approach to Software
AI-powered development with full human governance. Every line proposed by agents, reviewed by architects, approved by humans. Your project stays transparent from first commit to final deploy.
How We Build Software
Nine governed stages. Three autonomous agents. Full human oversight at every gate.
Context Ingestion
All client context — meetings, feedback, requirements — flows into a unified project graph.
Your Project, Fully Visible
Every client gets a real-time dashboard. No black boxes. No surprises. Watch your project move through every governed stage.
Project Atlas
In ProgressAll client context — meetings, feedback, requirements — flows into a unified project graph.
Architecture is defined in explicit specifications — readable, versionable, and diffable.
AI agents propose work plans within project constraints. Humans review before execution.
Human architects verify the plan aligns with system coherence and client requirements.
Agents execute within declared safezones, following the approved plan with bounded autonomy.
Automated tests, linting, type checking, and spec compliance verified at every checkpoint.
Comprehensive human review — functionality, architecture, quality, and compliance.
Approved work staged in an isolated environment for client review and feedback.
Client-approved work deployed to production with full audit trail and rollback capability.
A Different Kind of Agency
Traditional Agency
- Black-box development process
- Updates only at scheduled check-ins
- AI used without guardrails
- Documentation delivered at the end
- Scope creep from tacit assumptions
- Knowledge lost at handoff
Rochefort Systems
Admissible Development- Every stage visible in real time
- Continuous client portal access
- AI agents governed by human oversight
- Living specifications from day one
- Explicit scope tied to specifications
- Full context preserved in project graph
Admissible Development
A rigorous approach to software development that makes architectural knowledge explicit, machine-interpretable, and persistent.
Bidirectional Sync
Specifications and code maintain bidirectional sync. Change one, the other follows. No drift, no surprises.
Deterministic Derivation
All downstream artifacts are deterministically derived from specifications. Same input, same output. Always.
Invariant Governance
State transitions are governed by invariants. Only admissible states can be reached. Constraints are enforced, not hoped for.
Human Oversight
Agents operate under explicit human governance. Every structural change requires approval. Transparency is non-negotiable.
"Agents propose, humans approve, the system enforces."
Admissible Development eliminates the gap between intent and implementation. Specifications compile into a queryable knowledge graph — preserving not just what code exists, but why. AI agents query this graph for context, operate within governed boundaries, and never exceed their mandate.
Services
Every engagement follows the Admissible Development framework — governed agents, human oversight, full transparency.
Custom Development
Full-stack applications built with specification-driven architecture and governed AI agents.
- Specification-first architecture
- AI-accelerated implementation
- Full human governance at every stage
Legacy Modernization
Analyze existing codebases, extract specifications, and modernize with preserved context.
- Codebase analysis and specification extraction
- Incremental modernization strategy
- Zero-downtime migration paths
AI Integration
Integrate AI capabilities into your products with guardrails, governance, and reliability.
- Governed AI agent workflows
- Safezone-bounded AI access
- Audit trails for AI-generated changes
Maintenance & Observability
Ongoing system health monitoring, performance optimization, and proactive maintenance.
- Real-time system observability
- Proactive issue detection
- Continuous specification compliance
Trust Through Transparency
AI makes our team faster. Human governance makes the result reliable. Every safeguard is structural, not aspirational.
Every AI-generated change requires human approval before deployment
Full audit trail — every decision, approval, and rollback is logged
Client portal with real-time visibility into project status
Specifications are readable, versionable, and diffable — no black boxes
Safezone architecture ensures AI cannot modify stable boundaries
Quality gates at every stage with automated and human verification
See How We Build
Schedule a discovery call. We'll walk through our lifecycle, show you the client portal, and discuss your project — no slides, no sales pitch.
No sales pitch. Just a conversation.