Reference Architectures

Open-source blueprints we use to design production AI systems.

Agentic Architecture

Autonomous systems that sense, reason, act, and self-correct. Zero lock-in: model-agnostic, multi-cloud.

Business Consulting — 10-Phase IDEA → Business Plan Methodology

Strategy consulting gets sold expensive, slow, and with deliverables nobody executes. Ours is 4 weeks, fixed price $8K USD, and you walk out with a 16-section business plan ready to raise capital or build the MVP.

Stacks: Discover · Phases 1–2 Model · Phases 3–5 Validate · Phases 6–7 Strategize · Phase 8 Plan · Phases 9–10

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The ML Loop — Production ML Architecture

Every ML model degrades in production. We ship the closed loop that catches the drift, retrains the model, and keeps your regulator satisfied — deployed to your cloud, on your data.

Stacks: Open Source AWS GCP Azure

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MVP Standard Stack — Opinionated 4-Week Architecture

A monetizable product in 4 weeks. Django 5 + PostgreSQL + DRF — opinionated by design, production-hardened by delivery, deployable to your cloud on day 29.

Stacks: Open Source AWS GCP Azure

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The One-Person Company — OPC Reference Architecture

One founder in the center, a swappable AI-agent stack around them, a 3-phase arc through it. You stay CEO, we deploy the CGO/COO/CTO — nothing locks you in.

Stacks: Open Source AWS GCP Azure

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Conversational RAG — Parametric 1:1 Channel Assistant Runtime

You paid $60K for a chatbot that answers 3 questions and hands off everything else to a human. Ours is a parametric runtime — one engine, N configs, N capabilities. Pick your channels (WhatsApp, Telegram, web, email, Slack), connect your context, pick your LLM (cloud or open source), and it's in production in 3 weeks. Fixed price. Zero markup on third-party costs.

Stacks: Open Source AWS GCP Azure

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VC Partnership — Portfolio De-Risking Architecture

Portfolio companies burn runway on tech that never ships. We de-risk it — fixed price, fixed timeline, deployed to the founder's cloud, ready for the next round.

Stacks: Pilot · $12K Validation · $16K Full Launch · $24K Portfolio · ~$100K+/yr

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