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Insights on team efficiency, management, and AI tools.

Training an HR Team on AI: Screening, Onboarding, Exit Analysis
How an HR team of 4-15 people learns AI in five days — screening, onboarding, exit analysis — without violating EU AI Act rules and without leaking confidential data into public chatbots.

Training a Head of Sales on AI Tools: Pipeline + Outbound
How to train a head of sales on AI without breaking the forecast. Practical playbook for pipeline hygiene, outbound personalization, and call-review compounding.

Training a Head of HR on AI Tools: Recruiting + Policy
How to train a head of HR on AI tools without creating compliance risk. Practical playbook for recruiting, policy drafting, and the shadow-AI problem.

Training a Head of Customer Success on AI Tools: Churn + QBR
How to train a head of customer success on AI without losing the human relationship. Practical playbook for churn-risk surfacing, QBR drafts, and CSM coaching.

Training a Finance Team on AI: A 5-Day Playbook
How a finance team of 8-25 people goes from spreadsheet-only to building AI automations for invoices, recon, and scenario modeling — in five days, without rebadging anyone as a developer.

Training a COO on AI Tools: SOPs, Vendor Reviews, Escalations
How to train a COO on AI without breaking your operating cadence. Practical playbook for SOP rewrites, vendor reviews, escalation triage, and weekly business reviews.
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Training a CMO on AI Tools: Content, Attribution, Pipeline
How to train a CMO on AI tools without turning marketing into a content sweatshop. Practical playbook for content velocity, attribution sanity, and pipeline acceleration.

Training a CFO on AI Tools: The 90-Minute Starter
A practical 90-minute starter for getting your CFO from skeptic to first AI automation — covering close, FP&A, AR/AP, and vendor reviews. Built for 30-500-employee SMBs.

Shoosmiths' £1M Bonus Pool for 1M Copilot Prompts — Analyzed
Shoosmiths offered a £1M bonus pool tied to 1M Copilot prompts. The mechanism, what it actually changed, and why an SMB owner shouldn't simply copy it.

n8n vs Make vs Zapier for AI Agents — 2026 Comparison
A neutral, owner-lens comparison of the three platforms SMBs actually pick from when building AI agents in 2026. Trade-offs, fit by team shape, no marketing fluff.

Lloyds Banking Saved 46 Minutes Per Worker Per Day — How
Lloyds Banking Group's public Copilot rollout delivered 46 minutes saved per worker per day. Here is what they did, what an SMB owner can copy, and what to ignore.

Why Klarna walked back its AI agent (2025) — lessons for you
Klarna's 2025 walk-back from a fully autonomous AI customer-service agent is the most useful public case for any SMB owner planning a deployment.
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