What we build
Six service lines, all backed by the same team. Pick one — or stack them. We bring 20+ years of enterprise engineering plus the full modern AI toolbox to every engagement.
AI Agents & Automation
Custom AI agents that handle the work humans shouldn't have to.
We design and ship autonomous and human-in-the-loop AI agents that automate intake, triage, document processing, scheduling, and back-office workflows — running in production, not slide decks.
- Multi-agent orchestration with Claude Agent SDK, OpenAI Agents SDK, CrewAI, AutoGen, LangGraph
- Tool use, function calling, code execution, and computer use
- Email, Slack, calendar, and CRM automation with audit trails
- Human-in-the-loop approval flows and observability via LangSmith / Langfuse
MCP Server Development
Custom Model Context Protocol servers that connect AI to your tools.
MCP is the emerging standard for giving AI safe, structured access to your internal systems. We build and deploy production MCP servers that bridge Claude, ChatGPT, and other AI assistants to your databases, APIs, SaaS tools, and internal services.
- MCP servers in TypeScript, Python, and C# / .NET
- Connect Slack, Jira, Linear, GitHub, Postgres, Cosmos DB, internal REST APIs
- OAuth, API key, and SSO-secured tool access with per-user scoping
- Self-hosted or deployed on AWS / Azure / GCP — your data never leaves your perimeter
RAG & Knowledge Systems
Knowledge bases that actually answer the question.
We build production-grade retrieval-augmented generation systems on top of your documents, wikis, tickets, and databases — with the chunking, re-ranking, and evals that make them reliable, not just demoable.
- Hybrid search (BM25 + dense embeddings) with re-ranking
- Vector stores: Pinecone, Weaviate, Qdrant, Chroma, pgvector, Azure AI Search, AWS Bedrock Knowledge Bases
- Document ingest pipelines: PDFs, Office, Confluence, Notion, SharePoint
- Eval harnesses (Ragas, custom) so quality regressions are caught before deploy
Full-Stack Web Applications
Enterprise-grade web apps with modern architecture.
Twenty plus years of building production software inside Fortune-500 enterprises, telecom, petrochemical, and government — now with AI woven in where it adds real value. Admin dashboards, customer portals, SaaS products, internal tools.
- .NET Core 8/9, ASP.NET, Angular 17+, React 19, Next.js 16, Node.js, FastAPI
- PostgreSQL, MongoDB, Cosmos DB, Redis, BigQuery — relational, document, vector
- Auth: Keycloak, Auth0, Clerk, Azure AD, Okta, custom OAuth/OIDC
- Stripe, Twilio, SendGrid, Resend integrations
Healthcare & Clinic Software
HIPAA-aware, Alberta-aware patient and clinic systems.
Online booking, AI-powered intake, smart reminders, queue management, and back-office automation — designed around how Canadian and US clinics actually run.
- Online appointment booking with smart routing and provider availability
- AI patient intake that pre-summarizes for the provider before the visit
- SMS/email reminders, no-show prediction, and re-booking flows
- Queue and walk-in management dashboards for front-desk staff
Cloud & DevOps — AWS, Azure, GCP
All three major clouds. Real infrastructure, not just slideware.
We design, migrate, and operate workloads on AWS, Azure, and GCP. From greenfield serverless apps to lift-and-shift to multi-cloud AI inference, we've shipped it.
- AWS — Lambda, ECS/Fargate, EKS, S3, RDS, Bedrock (Claude on AWS), SageMaker
- Azure — App Service, AKS, Cosmos DB, Azure OpenAI Service, Azure AI Foundry
- GCP — Cloud Run, GKE, BigQuery, Vertex AI, Gemini API
- Terraform, GitHub Actions, Docker, Kubernetes, observability with OpenTelemetry
Ready to build something intelligent?
Let's talk about how AI agents, MCP servers, and modern cloud architecture can transform your business. We'll scope, estimate, and ship.