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Services

AI integration, end to end

Pick a starting point, or bring us the whole problem. Here's what we do.

Custom AI Agents

We design and ship production agents that do real work: triaging tickets, drafting responses, processing documents, and driving multi-step workflows. Built for reliability, observability, and a clean handoff to your team.

  • Goal-driven, tool-using agents with guardrails
  • Human-in-the-loop where it matters
  • Tracing, evals, and observability from day one

MCP Server Development

We build Model Context Protocol servers that expose your systems as first-class tools and resources — so your AI works with live, governed context instead of brittle prompt hacks. Secure auth, typed schemas, and clean deployment included.

  • Tools, resources, and prompts over MCP
  • Secure access to internal APIs and databases
  • Local and remote (HTTP) server transports

Agent Skills & Capabilities

We author and package agent skills — specialized capabilities, tools, and reasoning patterns your agents load on demand. Versioned, testable, and portable across your fleet so improvements compound instead of fragmenting.

  • Composable, versioned skill packages
  • Tested against real-world task suites
  • Portable across agents and environments

AI Workflow Automation

From ingestion through action, we orchestrate the whole pipeline: classify, extract, decide, and act, with approval loops where the stakes are high. Less copy-paste, fewer dropped handoffs, measurable time back.

  • End-to-end orchestration across your stack
  • Approval gates for high-stakes actions
  • Measurable cycle-time and quality gains

AI Integration & Architecture

We bridge your stack to modern AI with architecture that holds up in production — data connectors, retrieval pipelines, evaluation harnesses, and security baked in. We handle the plumbing so your team stays focused on value.

  • Retrieval (RAG) and knowledge integration
  • Data connectors and event pipelines
  • Security, privacy, and cost controls

Best Practices & Enablement

We help your team build the muscle: prompt and agent design reviews, architecture audits, and practical workshops. Learn what works, sidestep the common traps, and leave with patterns your team can own.

  • Architecture and agent-design audits
  • Hands-on team workshops and playbooks
  • Evaluation and safety best practices