We build the AI your business actually needs.
Product-grade engineering on every engagement: benchmarked model choices, cited output, and systems built to survive production.
Start a conversationAgents
Agents that do the work
Autonomous AI agents that reason, plan, and execute multi-step business workflows, with a human in the loop at every step that matters.
Talk to us about agentsAutonomous execution
Multi-step reasoning across your business systems, with built-in safety controls.
Human-in-the-loop
Escalation and approval workflows wherever judgment matters more than speed.
Governed by design
Scoped permissions, trust, and compliance baked in from the first commit.
Documents
Documents that read themselves
End-to-end pipelines that extract, classify, and structure data from invoices, contracts, permits, and technical documents. Every page runs through our benchmarked OCR pipeline: vision LLMs from Anthropic and OpenAI win most document classes, and Azure AI Document Intelligence handles the ones where it measurably wins.
Automate your documentsBenchmarked OCR
Model choices measured against your document classes, with published error rates.
Classify and route
Custom classification and routing logic, with exceptions flagged for a human.
Lands in your systems
Structured output integrated with your existing ERP and business systems.
Knowledge
Answers vector search can't reach
Your unstructured data becomes a queryable Neo4j knowledge graph with retrieval-augmented generation on top. Vector-only RAG retrieves passages that look like the question; a graph knows how your entities actually relate, so multi-hop and cross-document questions get real answers, on an ontology designed for your domain.
Certified Neo4j Professionals and Graph Data Science experts on staff.
Explore GraphRAGMicrosoft 365
Copilot that knows your business
We extend Microsoft 365 Copilot with custom plugins, connectors, and agents built in Copilot Studio, so Copilot answers from your CRM, ERP, project tools, and industry knowledge.
Extend your CopilotCopilot Studio agents
Custom agents connected directly into your copilots as a data source.
M365 workflows
SharePoint, Teams, and Power Automate AI workflows that fit how you already work.
Beyond standard M365
Data source integration past the out-of-the-box connector catalog.
Integration
Your tools, every model
Custom Model Context Protocol (MCP) servers connect AI assistants to your internal databases, business tools, and enterprise systems: one secure, scoped layer between your LLMs and your data, compatible with Claude, OpenAI, and other providers.
Build your MCP layerEngineering
AI your team can merge
Development environments and coding workflows tuned to your codebase, standards, and practices, using coding agents from the frontier providers, custom MCP servers, and our own PairCoder framework.
Learn about PairCoderCodebase-aware
Assistants that know your APIs, your conventions, and your definition of done.
TDD-first
Red-first workflows with automated verification gates, not vibes.
Your toolchain
Custom MCP servers for internal APIs and the tools your team already runs.
Next step
Ready to Build?
Every engagement starts with a consultation. Tell us about your challenge and we'll map out an approach that fits your business.
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