Field notes from the operation.
Working papers on Transfer of Experience and AI agents — shipped by teams running agents in production.
Content cluster · managed agents for consulting firms
AI agent field notes for firms that sell judgment.
Start with the pillar guide, then move through the first-workflow filter, Bob business-development pattern, approval gates, and measurement loop.
AI agents for boutique consulting firms: where to start
A practical starting point for partners and founders who want AI agents in a consulting firm without turning the firm into an automation science project.
Read →What work should move to an AI agent first?
A five-part filter for choosing the first AI agent workflow: frequency, value, clarity, risk, and learning.
Read →Business development AI agent for consulting firms: the Bob pattern
How a business-development AI agent can help consulting firms follow up, reactivate relationships, and protect partner judgment.
Read →AI agent approval gates: where humans stay in the loop
A practical guide to human approval gates for AI agents that touch clients, sales, finance, or firm memory.
Read →How to measure a managed AI agent after launch
The operating metrics that tell you whether a managed AI agent is actually improving the business.
Read →How to Build an AI Agent That Gets Smarter Without Retraining
How to build an AI agent that improves itself from user corrections — no model retraining needed. Real production system: two Python scripts, emergent learning behavior.
Read →Managed AI Agent Services: What They Include & Who Needs Them
A managed AI agent service means someone else builds, runs, and maintains your AI agent on retainer. Here's what that model looks like, what's included, and who should buy it.
Read →AI Automation Agency vs In-House AI Team: Cost, Speed & Risk Compared (2026)
A data-driven comparison of hiring an in-house AI team vs engaging an AI automation agency. Real salary numbers, agency retainer costs, timelines, and a decision framework for companies with 10-500 employees.
Read →What It Actually Costs to Run an AI Agent in 2026 (Monthly Breakdown)
API tokens, hosting, memory systems, monitoring — the real monthly operating cost of running an AI agent in production. Based on 4 agents we run 24/7 for ourselves and clients.
Read →AI Agent Governance: How to Stop Autonomous Agents From Hallucinating Tasks
Your AI agent will invent work nobody asked for. Here's the governance framework we built after our CEO agent created a fake Gumroad store, assigned phantom financial analysis, and tried to ship features that don't exist.
Read →We Had 290 Capabilities in Claude Code — Here's What We Actually Needed
We audited our Claude Code setup: 290 capabilities, 24 plugins, 7 code review methods. Here's how we cut it to what matters — and built a tool so you can too.
Read →AI Automation Agency vs DIY: When to Hire an Expert
AI automation agency vs DIY — decision framework, red flags, timelines, and what agencies actually deliver.
Read →What Is an AI Agent for Business? The Complete Guide (2026)
Everything you need to know about AI agents for business — what they are, how they work, real use cases, costs, and how to get started.
Read →AI Implementation for Boutique Consulting Firms: Why You Need a Transformation Partner, Not a Platform
Small consulting teams can't afford enterprise AI platforms or dedicated ML engineers. Here's how a boutique AI implementation partner delivers faster ROI with custom systems built for how you actually work.
Read →AI Consulting Rates in 2026: The Complete Pricing Guide (With Real Numbers)
What do AI consultants actually charge in 2026? Hourly rates from $100-$500+, project fees from $5k-$150k, and retainer models. Real pricing data by specialization, region, and engagement type.
Read →AI Agent vs Human Executive Assistant: The Real Cost Comparison
A managed AI agent costs less than 10% of a part-time EA — and works 24/7. Here's the detailed cost breakdown for busy professionals weighing their options.
Read →The AI Agency Model: How a 2-Person Team Outperforms a 20-Person Consultancy
Real numbers, real deliverables. How we run an AI consulting agency with 2 humans and AI agents, and why the traditional consulting model is about to break.
Read →What Is an AI Agent? The Business Leader's Guide for 2026
AI agents are autonomous software that take actions on your behalf — scheduling, research, email, decisions. Here's what they are, how they work, and whether your business needs one.
Read →The 3 AI Services Every Business Will Pay For in 2026 (And How to Sell Them)
Discover the proven 3-tier AI consulting framework: AI Audits ($5k-$25k), Strategic Consulting ($300-500/hr), and Productized AI Agents ($2k-10k/month). Learn how to position and price these high-demand services.
Read →How to Build Your First Personal AI Agent — Step-by-Step Guide 2026
A complete beginner's guide from zero to your own AI assistant. Real setup, real costs, real results.
Read →Industry 5.0 for the Individual — Why Engineers Need Personal AI Now
Industry 4.0 was for factories with million-dollar budgets. Industry 5.0 puts that power into your hands.
Read →AI Agent vs Chatbot — Why the Difference Matters for Your Workshop
An AI agent monitors, decides, and executes autonomously. That distinction changes everything.
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