The ADIN blog
Better questions. Clearer decisions.
Practical guides and worked examples for founders, angel investors, scouts, limited partners, and fund managers.
673 / Limited partners
a generalist venture fund: Capital calls connect the fund commitment to actual funding obligations under the governing documents.
Read the guide →674 / Founders
AI workflow automation: Contradictory interviews can reveal different segments, incentives, definitions, or contexts.
Read the guide →675 / Angel investors
a hardware startup: Assess overlap by the underlying exposures and dependencies of the portfolio, not only company labels.
Read the guide →676 / Limited partners
a micro venture fund: Test whether fund size, initial checks, reserves, costs, and company count fit together.
Read the guide →677 / Founders
AI analytics copilots: Compare complete workflows rather than isolated model outputs.
Read the guide →678 / Angel investors
a consumer product startup: Reassess a follow-on using the evidence and terms available now.
Read the guide →679 / Limited partners
a cross-border venture fund: Investigate unrealized values through the policy, valuation date, evidence, and review process.
Read the guide →680 / Founders
AI document processing: Answer model-training questions by tracing the actual provider, product tier, configuration, and contract.
Read the guide →681 / Angel investors
a fintech software startup: An SPV adds a vehicle and operating arrangement that deserve separate attention from the underlying company.
Read the guide →682 / Limited partners
a venture fund of funds: Operational diligence asks who performs the work, what controls exist, and what evidence supports them.
Read the guide →683 / Founders
AI customer support agents: Choose a pricing unit that the buyer can understand and the team can measure.
Read the guide →684 / Angel investors
a pre-revenue B2B SaaS startup: Examine traction metrics through their definition, denominator, period, and supporting records.
Read the guide →685 / Limited partners
a first-time venture manager: Key-person risk concerns continuity of judgment, relationships, and authority when a critical person cannot perform the expected role.
Read the guide →686 / Founders
AI voice agents: Test willingness to pay through a concrete workflow, buyer, and offer.
Read the guide →687 / Angel investors
an AI application startup: Useful investor updates connect progress, evidence, cash, and the decisions where help is needed.
Read the guide →688 / Limited partners
a solo GP venture fund: Assess overlap across company, sector, stage, geography, provider, buyer, and financing dependencies.
Read the guide →689 / Founders
AI coding tools: Position against an incumbent by the buyer's workflow and switching decision.
Read the guide →690 / Angel investors
a developer infrastructure startup: Request evidence that corresponds to the company's current claims and the decision you are considering.
Read the guide →691 / Limited partners
a pre-seed venture fund: Test whether the proposed strategy is reflected in actual sourcing, decisions, portfolio construction, and support.
Read the guide →692 / Founders
AI code review tools: Organize an early data room around the claims a reviewer needs to test.
Read the guide →693 / Angel investors
a climate software startup: Customer reference calls are most useful when they investigate an actual workflow and buying decision.
Read the guide →694 / Limited partners
a seed venture fund: Before meaningful exits, evaluate the available evidence without pretending paper marks are realized performance.
Read the guide →695 / Founders
AI developer APIs: Find a budget owner by tracing how a comparable purchase is proposed, approved, and renewed.
Read the guide →696 / Angel investors
a deep tech startup: Inspect runway as a dated cash plan with commitments and uncertain receipts.
Read the guide →