What we build

AI systems built to last in production

From protocol-level MCP servers to full-stack SaaS products — we scope, architect, and ship every layer of the stack. Choose a service or start a conversation .

MCP Servers

Plug your data and tools directly into any AI model.

We design and build production-grade Model Context Protocol servers that expose your internal APIs, databases, and workflows as first-class AI capabilities. Every server ships with typed schemas, auth middleware, and streaming support so your AI agents always have the context they need. From single-resource prototypes to multi-tenant hosted deployments, we own the full delivery.

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What you get

  • Custom MCP server with typed resource and tool definitions
  • Auth layer (API key, OAuth 2.0, or JWT)
  • Streaming and pagination support for large data sets
  • Docker image + deployment runbook
  • Integration tests and usage documentation

AI Agents

Autonomous systems that reason, plan, and execute on your behalf.

We build goal-driven AI agents that go beyond simple chat — agents that call external tools, manage multi-step workflows, and operate with minimal human supervision. Whether you need a single-purpose research agent or a multi-agent pipeline with handoff logic, we architect and ship it end to end. Reliability and observability are built in from day one.

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What you get

  • Agent architecture design (single or multi-agent)
  • Tool and MCP integrations for external services
  • Memory and context management layer
  • Human-in-the-loop escalation hooks
  • Monitoring dashboard and cost guardrails

SaaS & MVPs

Validated, shippable products — not endless wireframes.

We take your idea from concept to live product in weeks, building full-stack SaaS MVPs with auth, billing, and the core feature set investors and early customers can evaluate. Our stack choices prioritise speed to market without sacrificing the structural integrity needed to scale. You own the codebase and infrastructure from day one.

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What you get

  • Full-stack application (auth, roles, onboarding)
  • Stripe or Paddle billing integration
  • Admin dashboard and basic analytics
  • CI/CD pipeline and cloud deployment
  • Handover session with documented architecture

Bots

Intelligent bots for Slack, Telegram, Discord, and beyond.

We build conversational bots that are actually useful — context-aware, action-capable, and connected to your existing data sources. Whether it is a Slack bot that answers customer support tickets from your knowledge base or a Telegram bot that processes orders and sends confirmations, we wire up the full stack. Every bot ships with command routing, error handling, and deployment infrastructure.

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What you get

  • Bot application for target platform (Slack, Telegram, Discord, WhatsApp)
  • Natural language command routing and intent handling
  • Backend integrations (CRM, database, third-party APIs)
  • Admin configuration interface
  • Hosting and webhook setup

Automation

Eliminate the manual work that is slowing your team down.

We map, design, and implement end-to-end automation pipelines that connect your tools, sync your data, and trigger the right actions at the right time — without fragile no-code glue. Our implementations are version-controlled, observable, and resilient to failures with automatic retries and alerting. The result is a durable system your team can extend, not a workflow that breaks silently.

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What you get

  • Process audit and automation opportunity map
  • Custom pipeline implementation (event-driven or scheduled)
  • Third-party integrations via APIs or webhooks
  • Error handling, retry logic, and alerting
  • Runbook and ownership handover

How we work

A clear process from brief to launch

No ambiguous kick-offs, no silent failures. Every engagement follows the same five-stage delivery track.

  1. 1

    Discovery

    We start with a focused scoping call to understand your goals, constraints, and existing stack. You leave with a clear problem statement and a shared definition of success — no vague briefs, no surprises later.

  2. 2

    Architecture

    We produce a technical design — data models, service boundaries, integration points, and a delivery plan with milestones. You review and approve before a single line of production code is written.

  3. 3

    Build & Iterate

    We build in short cycles with working software delivered at each checkpoint. You get a staging environment and async access throughout so feedback loops stay tight and direction changes cost nothing.

  4. 4

    Launch

    We handle production deployment, smoke testing, and any final cutover coordination. Deliverables ship with documentation, deployment runbooks, and a recorded handover walkthrough.

  5. 5

    Support

    Post-launch, we offer structured support windows and optional retainer arrangements to cover monitoring, bug fixes, and incremental feature work so you are never left on your own.

Ready to kick off your project?

Tell us what you need — we'll scope it, price it, and ship it.

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