Integration, not a new product
Most teams don't need a brand-new AI app. They need AI wired into the systems they already use — the website, the CRM, the internal tools, the spreadsheets people live in. Integration means the AI shows up where work already happens.
We start by finding the one or two tasks where AI clearly saves time or reduces error, build that end to end, and make sure it's something your team can run without us.
- Connect models to your existing web app, internal tools, or database
- Automate a specific repetitive task rather than replacing a system
- Add drafting, summarizing, extraction, or classification where it fits
- Handle auth, data handling, and error cases properly
- Document it so your team can maintain and extend it
How we scope an integration
We look for tasks that are frequent, rule-loose enough that plain code struggles, and where a human can quickly check the output. Those are where AI integration earns its cost fastest.
You get a working, checkable slice first — not a six-month platform. That keeps risk low and lets you decide what to expand based on real results.
- Pick one high-frequency task to prove value
- Test against your real examples before going live
- Keep a human review step where accuracy matters
- Measure time saved and error rate honestly
- Choose the model provider that best fits the task and budget
More on ai integrations
Frequently asked questions
Do we have to change the software we already use?
No. The point of integration is to add AI to what you already run — website, CRM, internal tools — through their APIs. We fit into your stack rather than asking you to replace it.
Which AI provider will you use?
Whichever fits the task and your budget. We work with OpenAI, Claude, and open-source models, and keep the choice swappable so you're not locked to one vendor's pricing.
How do we know it's worth it before committing?
We scope one task first and measure it against your real work — time saved and error rate. Start with a free consultation and we'll identify the highest-value place to begin.