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AI Integration

We build and operate our own AI products. We bring that same engine and discipline into your business — assistants, automations, and AI features that actually ship and stay reliable.

What this is

Every company is being told to 'add AI,' and most end up with a flashy demo that never reaches customers. We're different because we build and operate our own live AI products — so we bring a working engine and the discipline to ship, not slideware. AI integration means embedding assistants, automations, and intelligent features into your business that are grounded in your real data, run securely server-side, and stay reliable in production rather than impressing once and breaking quietly.

What this includes

  • Custom AI assistants and copilots grounded in your data
  • Workflow automation that removes real manual work
  • Server-side orchestration — secure, rate-limited, cost-controlled
  • Built on the same Orin™ engine that runs our own products

How we approach it

  1. 1

    Find the real use case

    We look for where AI removes genuine cost or unlocks revenue, and say so honestly when a simpler solution wins.

  2. 2

    Ground it in your data

    Retrieval, context, and guardrails are engineered around your content so the AI is accurate and on-brand, not generic.

  3. 3

    Engineer for production

    Every call runs server-side with rate limits, cost controls, and evaluation — the gap between a demo and something customer-ready.

  4. 4

    Measure and iterate

    We instrument quality and cost so the system gets better over time instead of drifting.

What makes us different

  • We run our own AI products — you get a proven engine, not an experiment
  • Built on the same Orin™ engine behind our live products
  • Server-side by default: prompts, keys, and data never touch the browser
  • Honest about when you don't need AI at all

What you walk away with

  • AI features that actually reach your customers
  • Accurate, grounded answers from your own data
  • Secure, cost-controlled operation in production
  • A measurable quality and cost baseline you can improve

Common questions

Is this just a ChatGPT wrapper?

No. We engineer retrieval, guardrails, evaluation, and cost control around the model — the difference between a demo and something you can put in front of customers.

Will it leak my data or prompts?

All AI calls run server-side. Prompts, keys, and data never touch the browser. That's a hard rule in everything we build.

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AIEstimator · AI Integration

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