Runwell Field Notes

Operational intelligence for firms that want to run without the owner in the room.

Field-tested diagnostics, dollarized teardowns, and compliance-safe automation playbooks for law firms, CPA firms, real estate teams, and financial advisory firms in the $1M–$20M band. Written by operators, reviewed by licensed experts, no hype.

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Start where your pain is loudest.

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01

The Diagnostic: Find the money

Dollarize the leak before you fix it. Teardowns, benchmarks, calculators.

24 articles →
02

The Decision: DIY vs. done-for-you

When to build it yourself, when to hire, and when to kill the project.

18 articles →
03

The Implementation: How the best-run firms operate

Compliance-safe build paths, SOPs, change management, team adoption.

31 articles →
04

The Stakes: What operational systems are worth

Valuation, exit readiness, owner extraction, turnover resilience.

12 articles →

All field notes

Showing 9 of 10 · Sort: Newest →
A real estate team's CRM lead record with the assigned agent field marked as routed to the on-call agent instead of assigned by hand, and a follow-up call task created.
Real Estate & Land
Playbook
Playbook

Why Real Estate Leads Go Cold, and What a Team Can Automate in the First Hour

Nearly half of website inquiries to real estate brokerages get no human reply. Here’s what a team can automate in the first hour, and what stays with the agent.

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An accounting firm's client document request with a missing statement marked as chased automatically instead of reminded by hand, and the prior year return filed to the client folder.
CPA & Accounting

Where an Accounting Firm’s Unbilled Hours Go During Tax Season

One CPA’s own time split, what it does to realization, and which tax-season tasks an accounting firm can automate without touching professional judgment.

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A law firm matter opening letter with client and lawyer fields marked as filled from intake instead of retyped by hand, and the retainer agreement sent for e-signature.
Law Firms
Playbook
Playbook

What a Small Law Firm Can Automate in Matter Opening Without Touching Legal Judgment

Five documents repeat on every new file. Here is what a small law firm can automate in matter opening, and the line where legal judgment stays with the lawyer.

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12 mundane tasks add up to a six-figure problem: a grid of clerical work icons around the $167,450 to $291,690 a year a 10-person professional firm loses to it.
All Industries
Diagnostic
Diagnostic

The 12 Mundane Tasks Your $100/hr Talent Is Stuck Doing (And What AI Should Do Instead)

Discover 12 tasks AI can automate at your firm, ranked by time returned per week. See the real dollar cost of keeping your best people stuck in busywork.

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The $500K automation decision: matching Zap, Workflow Engine, or AI Agent to the job at a professional services firm.
All Industries

Zap vs. Workflow vs. AI Agent: The $500K Automation Decision

Learn when to use Zapier, a workflow engine like n8n, or an AI agent. A tactical decision framework for professional firms — with real examples and cost data.

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The four tiers of AI automation agencies: chatbot skinning, GPT call in a Zap, custom RAG, and agentic AI, ranked by capability.
All Industries

Why Most "AI Automation Agencies" Are Selling You a 2023 Chatbot (The Honest Vetting Guide)

Most "AI automation agencies" are chatbot builders in disguise. Use this vetting guide to identify real agentic AI implementation from glorified Zap wrappers.

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The 7-layer AI operating system for professional firms: data posture, systems of record, agent orchestration, tool permissions, human-in-the-loop, monitoring, and governance.
All Industries

The AI-Era Operating System for Mid-Market Professional Firms: 2026 Reference Architecture

What does an AI-native firm actually look like? This 7-layer reference architecture shows law firms, CPA firms, and financial advisories exactly how to structure AI — and what breaks without each layer.

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Terminal window showing RunWell agent configuration code on a navy background
All Industries
Techie Corner
Techie Corner

How RunWell Actually Builds AI Automations

A technical deep-dive for the engineers, ops leads, and CTO-types who want to know what's under the hood before signing off on a RunWell engagement.

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RunWell Billable Time Capture automation: calendar and email feeding into automated draft entry, recovering $420,000 per year at a 10-attorney firm example.
Law Firms
Teardown
Teardown

Billable Time Capture: How to turn calendar + email into $50K of recovered revenue

The partner-time math that most firm owners are afraid to run. Plus the compliance-safe build path.

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