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AI Development · Specialized service

AI Integrations services

You don't need a new product to get AI's benefits. We integrate AI capabilities into the software you already run, the CRM, the support tool, the internal system, so the AI works inside your existing workflow, not beside it.

What we build with ai integrations

AI features in existing software

Summarization, extraction, suggestions and chat added to the tools your team already uses.

Third-party AI APIs

OpenAI, Anthropic, Gemini and specialized AI services wired in properly, with fallbacks.

Smart automation

Classification, routing and extraction inside your existing processes, AI where it removes steps.

Usage & cost controls

Rate limits, caching and monitoring so the AI bill stays predictable.

How we work

  1. Discovery

    We map how the work actually moves today, tools, handoffs, bottlenecks, before proposing anything.

  2. Scope & fixed quote

    You approve a written scope and a fixed price. The number on the proposal is the number on the invoice.

  3. Design

    Screens, flows and structure designed around the people who'll use them, not a generic template.

  4. Build in weekly increments

    Working software you can click through every week. No six-month black box.

  5. Test & launch

    Real-data testing, staged rollout, data migration and team walkthrough before go-live.

  6. Maintain & improve

    Post-launch support included, then ongoing maintenance or the next phase when you're ready.

Technologies we work with

OpenAI / Anthropic / Gemini APIsYour existing stackFallback & caching layers

Where ai integrations fits

  • Adding AI to a legacy system
  • Smart features without a rebuild
  • Testing AI value before committing

Relevant work

More ai development services

Frequently asked questions

Can you add AI to software you didn't build?

Usually, if it has APIs or we can work at the data layer. We assess the existing system first.

Is this cheaper than building something new?

Almost always: integration adds the capability without the rebuild. It's how you test AI's value before betting bigger.

Need ai integrations?

Tell us what you're building or what should stop being manual. We'll scope it and quote it fixed. Reply within one working day.