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Insight management: making research findings reusable

June 30, 2026 · 6 min read

Most research findings are used once — in the readout — and then forgotten. Insight management is the discipline of turning what you learn into durable, reusable knowledge instead of one-off deliverables. It is what separates a pile of studies from a body of understanding.

What makes an insight reusable?

A reusable insight is more than a bullet in a deck. It is a clear claim, backed by evidence, described consistently enough that someone else can find it and trust it months later.

Anatomy of a good insight

• A clear statement — a claim, not a raw observation ('technicians distrust offline sync' beats 'sync issues').
• Linked evidence — the interviews, quotes, and participants that support it.
• Ratings — severity, impact, and confidence, so it can be prioritized.
• Connections — themes, personas, and tags that make it findable later.

Practices that keep insights working

• Write insights as claims, in plain language.
• Link every insight to its source the moment you create it.
• Rate them, so product can prioritize by impact and confidence.
• Merge duplicates — the same finding should not exist five times.
• Attach them to themes, so patterns emerge across studies.

How Lens helps

In Lens, insights are first-class objects: rated, linked to their evidence, and connected to themes and personas — with AI help to spot duplicates and emerging themes. Start with what a research repository is and the use cases.

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