A practical handbook for research teams and startups

This guide explains a repeatable way to validate whether a technology can become a viable product. It is meant to be used, not admired. You can follow it yourself, learn the tricks, and avoid common self-inflicted wounds. You will also discover why teams often prefer having someone else run the process, with discipline, pace, and fewer blind spots.

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What validation is and what it is not

Validation is the work of turning “this is technically interesting” into “this solves a real problem for a real buyer under real constraints.”

Validation is not:

• a pitch deck

• a market size slide

• a few friendly conversations

• a single yes or no answer

Validation is:

• a sequence of tests that reduce uncertainty

• a way to choose focus and say no to tempting distractions

• a discipline that shapes your product, market, and message over time

Core question: Can you translate technological uniqueness into customer value that triggers action?

The 3-step validation loop

Step 1: Understand the market from the desk

Your goal is not a perfect market report. Your goal is a structured map.

What you need to know:

• Which markets and segments could plausibly use this

• Whether those segments are growing, stable, or shrinking

• Who the key players are and what alternatives exist

• How buying decisions are made

• What blocks adoption (regulation, integration, procurement, trust, cost)

Output you want:

• 2 to 4 candidate segments

• a short list of decision makers and influencers

• a first view of barriers and timelines

Step 2: Customer interviews

Your goal is to test the problem and the decision logic, not to sell.

Sequence that works:

1. Understand their context and workflow

2. Understand how they solve the problem today

3. Understand the cost of the problem (time, money, risk, compliance)

4. Only then introduce your approach and ask targeted questions

Signals to watch:

• A polite compliment means nothing

• A request for follow-up, internal intro, or concrete next step means something

Step 3: Value chain mapping

Your goal is to find the shortest path to something viable.

What the value chain tells you:

• where value is created and paid for

• where you can enter first with lowest friction

• what you must own vs what you can partner for

• where you will get stuck if you choose the wrong route

Output you want:

• one primary entry point

• one secondary option

• a realistic go-to-market path that matches adoption constraints