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Cheaper AI Models: Measure the Cost of Accepted Results
A practical framework for routing AI work, controlling agent loops, and measuring whether lower token prices reduce cost per accepted business result.
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Figma’s Executive Scaling Playbook for IPO Readiness
A practical operating model for growing executives, installing public-company discipline early, and aligning product, finance, and AI investment.
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Outcome-Based Pricing That Delivers: Pay $10 Only for Qualified Leads with Fin for Sales
Pay only when Fin delivers value: $10 per qualified lead that your team defines. This outcome-based pricing aligns cost with real sales pipeline, not activity, conversations,…
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From Resolutions to Outcomes: How We Price AI Agents Fairly and Amplify Customer Value
AI pricing should align with real, measurable value. Resolutions were a great starting point, but as Fin now handles complex, multi-step, and human-in-the-loop workflows, success is…
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Scaling Enterprise Sales from $0 to $3.5B: CRO Lessons, MEDDIC Mastery, and GTM Truths
Enterprise scale isn’t magic; it’s disciplined execution. Drawing lessons from Snowflake’s rise, I break down how the CRO role evolves from $10M to $1B+, why The…
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A Practical Framework for AI-Era Build-versus-Buy Decisions
A practical framework for separating strategic AI IP from commodity tooling, comparing true ownership cost, and preserving a safe exit as scale changes.
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Monetizing AI with Confidence: Proven Models, Smart Pricing, and ROI You Can Defend
Turning AI features into sustainable revenue requires more than a great demo; it demands crisp packaging, pricing discipline, and visible customer outcomes. I outline practical models—add-ons,…
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Open-Source Commercialization: A Developer-Led Playbook
A practical framework for deciding what stays open, what customers pay for, how to price it, and when developer adoption should trigger sales.
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Developer-First Growth: From Fast Activation to Revenue
A practical playbook for turning fast developer activation into team expansion, coherent packaging, and durable enterprise revenue.
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