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Substantial · Software Automation

AI Integration Per Workflow

Claude or OpenAI integration per workflow

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Investment

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An AI integration is a real model call wired into a real workflow. Not a ChatGPT subscription. A Claude, OpenAI, or open-source model doing one specific job inside your process: classify, draft, extract, summarize, or generate.

Typically used for

  • Customer support: first-draft replies, ticket routing, knowledge base search
  • Content operations: draft generation from briefs, batch rewriting
  • Data extraction: pulling structured data from receipts, contracts, emails
  • Sales enablement: lead enrichment, call summaries, follow-up drafts
  • Internal Q&A: a model that answers questions against your own documentation

How I scope it

One workflow per quote so we can ship and measure cleanly. Includes prompt engineering, cost tracking, error handling, and a human-in-the-loop checkpoint where it matters.

WHY THIS PRICE

What you're actually paying for

An AI integration is a model call wired into a real production workflow. Not a ChatGPT subscription. A Claude or OpenAI model doing one specific job inside your process, with prompt engineering, cost tracking, and the safeguards that keep production running.

What's in the work

  • Workflow scoping and AI-fit analysis
  • Prompt design and iteration
  • API integration with the chosen model
  • Cost tracking and rate limiting
  • Error handling and fallback logic
  • Human-in-the-loop checkpoint where it matters
  • Output validation and quality monitoring

The value it adds

A real AI integration is leverage at scale. The model does the work that used to take an hour in seconds. For customer support, content generation, data extraction, and routing, the cost per task drops by an order of magnitude.

Deliverable

Live AI-integrated workflow

Requires appointment

No

Ongoing

One-time

Credits accepted

Yes

Ready when you are

Want this on your quote?

Add it to a quote in one click and pair it with anything else you need from the catalog.

RETAINER OPTIONS

Want this on a recurring basis?

These are the ongoing versions or natural complements. Pair them with the one-time work for sustained support, lower cost-per-hour, and the consistency that compounds.