Field Notes / AI Playbook

Vertical playbooks. Integration playbooks. No vendor copy.

Each entry below is drawn from at least one shipped engagement in that vertical or stack. We do not write about tools we have not deployed for paying clients. Coming online through 2026.

By Binil Chacko
  1. 01

    AI for accountants.

    Document chase, briefing packets, batch summaries. Why intake automation beats document automation as a wedge in CPA practices.

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  2. 02

    AI for lawyers.

    Where LLMs help in a law firm and where they create malpractice exposure. Scope containment over smarter AI.

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  3. 03

    AI for roofing companies.

    AI quoting that respects the walkthrough. Storm-season patterns from Houston, Dallas, and the Gulf Coast roofing market.

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  4. 04

    AI for HVAC companies.

    Missed-call recovery, quote follow-up, dispatch routing. Why HVAC is the highest-ROI vertical for AI integration in 2026.

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  5. 05

    Missed-call text-back for HVAC.

    The same-minute SMS path that captures no-cool, no-heat, quote, and tune-up demand before the buyer calls the next contractor.

    High intent
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  6. 06

    AI for plumbers.

    Three-truck operations rarely need a chatbot. They need missed-call text-back and review automation. The North Dallas pattern.

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  7. 07

    Missed-call text-back for plumbers.

    The safer first automation wedge for plumbing companies: recover the call, collect job context, then hand off to a human.

    High intent
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  8. 08

    AI for property managers.

    Tenant intake, maintenance triage, rent reminders. Where automation works and where the legal exposure forces a human in the loop.

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  9. 09

    QuickBooks AI integration.

    AI on top of QuickBooks Online for SMB accounting practices. Categorization, anomaly flags, batch communication.

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  10. 10

    ServiceTitan AI integration.

    Where ServiceTitan native AI ends and where bespoke automation picks up. Quote follow-up, review flow, custom dashboards.

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  11. 11

    Jobber AI integration.

    Lighter-weight than ServiceTitan, more common in 2 to 5 truck operations. The integration patterns that survive.

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  12. 12

    Clio AI integration.

    AI on top of Clio for solo and small firm legal practices. Intake qualification, document triage, conflict-of-interest scanning.

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  13. 13

    Housecall Pro AI integration.

    The most common stack we see in 1 to 3 truck home services. Where Housecall Pro automation ends and where to layer.

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  14. 14

    GoHighLevel (GHL) AI integration.

    GHL as a wedge for local agencies. The funnel patterns we ship and the ones we tell clients to remove.

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