Progressive IT consulting
Enterprise AI, built for production.
A progressive IT consulting firm. We design and deliver production-grade agentic systems — architecture, integration, and operations with clear judgment on tradeoffs.
How we engage
Consulting with a production bar.
We bring solution-architecture discipline to agentic systems — the same rigor enterprises expect from any critical integration program.
Production judgment
We optimize for informed tradeoffs in live systems — not proofs of concept that collapse under real ambiguity.
Architecture before automation
Orchestration, tool boundaries, and context design come first. Automation follows a clear structural model.
Governance by design
When compliance is non-negotiable, we use enforcement mechanisms — not prompt instructions alone.
Humans where it matters
Agents handle volume and speed; people retain authority on policy, exceptions, and accountability.
Services
Where we deliver value.
Intelligent operations
Agentic systems for high-ambiguity operational work — triage, resolution, and escalation with backend integration.
Engineering acceleration
Embed AI into how software is built — codebase understanding, review automation, and CI/CD feedback loops.
Research & knowledge systems
Multi-agent pipelines that search, analyze, synthesize, and report — with attribution and coordinator oversight.
Document & data intelligence
Extract structured data from unstructured sources — schemas, validation, and graceful handling of edge cases.
Anthropic Partner organization
A partner-aligned firm with architects certified for production Claude deployments.
Our team trains to the same foundations: agentic orchestration, MCP integration, structured outputs, and reliability patterns — applied as consulting delivery, not slideware.