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Insights on team efficiency, management, and AI tools.

Using AI to anticipate the 40 questions investors will ask in DD
6/15/2026

Using AI to anticipate the 40 questions investors will ask in DD

Investors ask ~40 questions per round, falling into 6 categories. A prep workflow where AI generates the category-specific question bank, the founder answers cold, and the gaps surface before DD…

Discovery Call Coaching: 5 AI-Detectable Bad Patterns
6/14/2026

Discovery Call Coaching: 5 AI-Detectable Bad Patterns

A bad discovery call almost always has the same five fingerprints — talk ratio, single-threaded language, no quantified pain, no clear next step, feature dumping. All of them are detectable by AI on…

Deal Review Process: Catch Stalled Deals 3 Weeks Earlier
6/14/2026

Deal Review Process: Catch Stalled Deals 3 Weeks Earlier

Most deal reviews waste 90 minutes and catch nothing the rep didn't already know. A 30-minute weekly ritual built around five questions and AI-assisted prep that surfaces stalls three weeks before…

Data Quality Monitoring with AI: 5 Checks That Catch 90% of Breakage
6/14/2026

Data Quality Monitoring with AI: 5 Checks That Catch 90% of Breakage

Most SMB data pipelines fail silently — bad numbers reach the dashboard and decisions follow. Five checks (volume, freshness, schema, distribution, uniqueness) catch the vast majority. AI suggests…

Customer Health Score Design: 4 Tradeoffs That Make or Break It
6/14/2026

Customer Health Score Design: 4 Tradeoffs That Make or Break It

Most SMB customer health scores get built once, ignored within a quarter, and rebuilt 18 months later. The 4 design tradeoffs that decide whether your score lives or dies.

5 Expansion Triggers AI Can Watch in Customer Accounts
6/14/2026

5 Expansion Triggers AI Can Watch in Customer Accounts

Most SMBs spot expansion 90 days late, after the customer asks. Five behavioral triggers AI can watch on autopilot — and the CSM action each one should fire.

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The CS 1-on-1 Template That Catches Churn Risks 30 Days Early
6/13/2026

The CS 1-on-1 Template That Catches Churn Risks 30 Days Early

Most CS 1-on-1s become status reports. A 4-question template — same questions every account, every week — surfaces the drift that turns into churn 30 days before the dashboard flags it.

Cross-Functional AI Meeting Prep: Same Context for Everyone
6/13/2026

Cross-Functional AI Meeting Prep: Same Context for Everyone

When 6 people walk into a cross-functional meeting with 6 different context maps, the first 15 minutes get wasted on alignment. An AI-drafted pre-read from project tracker + comms thread that fixes…

Contract Review with AI: a 3-Tier Triage Process for SMBs
6/13/2026

Contract Review with AI: a 3-Tier Triage Process for SMBs

Most SMBs without in-house counsel either over-lawyer every contract or rubber-stamp them all. A 3-tier triage process — AI alone, AI plus ops review, lawyer — that keeps accountability clear and…

Comp Benchmarking With AI: 5-Source Method for SMBs
6/13/2026

Comp Benchmarking With AI: 5-Source Method for SMBs

Most SMBs without a People-Ops hire benchmark comp from one source and get burned. A 5-source AI-blended method — Levels, Pave, Carta, Radford, raw scrape — and how to read the spread.

Code Review Fatigue: How AI Assists Without Replacing the Reviewer
6/13/2026

Code Review Fatigue: How AI Assists Without Replacing the Reviewer

Senior engineers are burning out on code review while AI bots produce more noise than help. The right split: AI takes the first pass on the mechanical layer; humans keep the design and intent layer…

Churn Prediction Without a Data Team: A 4-Step Weekly Model
6/12/2026

Churn Prediction Without a Data Team: A 4-Step Weekly Model

Most SMBs can't hire a data scientist to predict churn — and they don't need to. A 4-step behavioral model a Head of CS can run weekly on a spreadsheet, with AI doing the pattern work.

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