Agents, automations, and AI products.

Beyond the website: chat assistants for your customers, smart tools for your team, automations that handle repetitive work. The AI parts of your business, built to actually work, not to look impressive in a demo.

06 · AI DEV

WHAT IT IS

AI as product, not feature.

AI Dev is everything we build that runs on top of AI, chat assistants trained on your own data, automations that connect the tools your team already uses, internal copilots, customer-facing AI products.

We've built serious AI tools for clients who needed more than a chat widget. Real engineering, not demos that fall apart in production.

DELIVERABLES

What you get.

Every engagement ships these. Scope and depth are calibrated to the brief.

Custom AI agents

Trained on the brand's data. Chat surfaces, internal copilots, customer-facing assistants.

RAG pipelines

Vector indexing, retrieval, citation-aware answers. Built around the brand's full corpus.

Workflow automations

Connect the tools your team already uses. AI does the boring middle.

MCP integrations

Expose your brand or product as an MCP server so external LLMs can query you directly.

AI products

Standalone tools and platforms, AI-native, scoped to ship.

HOW IT RUNS

The process.

Predictable, sequenced, no surprises. Every step has a deliverable.

Use case scoping

We map where AI will actually move the needle. No model-for-the-sake-of-model builds.

Architecture

Agents, retrieval, observability, costs. Designed before the first prompt is written.

Build

Iterative shipping. Eval-driven. Cost and quality monitored from day one.

Operate

Models update, prompts drift. We tune monthly so the system stays sharp.

ALL CAPABILITIES

The full eight.

AI Dev works alongside the rest of the system. Pick where to go next.

Let's build the next layer.

Tell us what you're shipping. We'll come back with how we'd ship it. No deck. No pitch. Just the plan.

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