913 / Founders
How to present pilot revenue separately from recurring revenue for AI document processing
AI document processing: Present pilot revenue and recurring revenue with explicit definitions and periods.
Read the guide →The ADIN blog
Better questions. Clearer decisions.
Practical guides and worked examples for founders, angel investors, scouts, limited partners, and fund managers.
1,000 articles published · Page 39 of 42
914 / Founders
How to connect a fundraising ask to the next milestone for AI customer support agents
AI customer support agents: Connect the financing ask to a milestone that changes the company's evidence or capability.
Read the guide →915 / Founders
When open source can help distribution for AI voice agents
AI voice agents: Open source can support adoption, trust, and collaboration, but it also creates maintenance and commercialization questions.
Read the guide →916 / Founders
How to find customer interview participants for AI coding tools
AI coding tools: Recruit interviews from the proposed buying situation, not only the founder's convenient network.
Read the guide →917 / Founders
How to build an evaluation dataset for AI code review tools
AI code review tools: Build an evaluation dataset around the decisions the product must support.
Read the guide →918 / Founders
How to explain data retention to an early buyer of AI developer APIs
AI developer APIs: Explain retention as a set of specific data types and lifecycles.
Read the guide →919 / Founders
How to stress-test AI workflow automation margins when model prices change
AI workflow automation: Stress-test margins by changing one uncertain input at a time, then combine plausible adverse changes.
Read the guide →920 / Founders
How to reduce model-provider switching costs for AI analytics copilots
AI analytics copilots: Reduce switching costs by understanding the provider-specific behavior the product relies on.
Read the guide →921 / Founders
How to build a bottom-up market estimate for AI document processing
AI document processing: Build a bottom-up market estimate from a defined buyer population and a plausible purchasing unit.
Read the guide →922 / Founders
How to organize an early data room for AI customer support agents
AI customer support agents: Organize an early data room around the claims a reviewer needs to test.
Read the guide →923 / Founders
How to ask early customers of AI voice agents for useful referrals
AI voice agents: Ask for referrals after understanding why an early customer finds the product useful.
Read the guide →924 / Founders
What to do when customer interviews for AI coding tools contradict each other
AI coding tools: Contradictory interviews can reveal different segments, incentives, definitions, or contexts.
Read the guide →925 / Founders
How to compare AI code review tools with the customer’s existing workflow
AI code review tools: Compare complete workflows rather than isolated model outputs.
Read the guide →926 / Founders
How to answer model-training questions from buyers of AI developer APIs
AI developer APIs: Answer model-training questions by tracing the actual provider, product tier, configuration, and contract.
Read the guide →927 / Founders
How to account for human delivery work when modeling AI workflow automation costs
AI workflow automation: Human delivery work belongs in the operating model even when founders perform it without a salary allocation.
Read the guide →928 / Founders
How to evaluate data advantages for AI analytics copilots
AI analytics copilots: Evaluate a data advantage through access rights, uniqueness, quality, relevance, and feedback loops.
Read the guide →929 / Founders
How to connect a fundraising ask to the next milestone for AI document processing
AI document processing: Connect the financing ask to a milestone that changes the company's evidence or capability.
Read the guide →930 / Founders
How to write an investor update when a product for AI customer support agents misses a milestone
AI customer support agents: When a milestone is missed, explain the original assumption, observed result, cause, and next decision.
Read the guide →931 / Founders
How to identify a real budget owner for AI voice agents
AI voice agents: Find a budget owner by tracing how a comparable purchase is proposed, approved, and renewed.
Read the guide →932 / Founders
How to recruit the first design partners for AI coding tools
AI coding tools: Recruit design partners for learning access and relevant use, with explicit expectations about time and scope.
Read the guide →933 / Founders
How to include human review in an evaluation of AI code review tools
AI code review tools: Human review needs a rubric, an accountable reviewer, and a way to resolve disagreement.
Read the guide →934 / Founders
How to turn a successful pilot of AI developer APIs into a production rollout
AI developer APIs: A successful pilot becomes a rollout only when ownership, budget, integration, support, and operating responsibilities are ready.
Read the guide →935 / Founders
How to compare gross margins across customer cohorts for AI workflow automation
AI workflow automation: Compare customer cohorts using the same cost and revenue definitions.
Read the guide →936 / Founders
How to explain the defensibility of AI analytics copilots without a vague moat slide
AI analytics copilots: Explain defensibility as a mechanism that can be investigated.
Read the guide →