Field note: R&D teams can accumulate interesting questions faster than they can investigate them. A research backlog creates a transparent bridge between strategy and experiments by treating each item as a decision-relevant uncertainty rather than a favored solution.
Operational question
Which uncertainty, if reduced now, would most improve an upcoming strategic, investment, design, or safety decision?
A workable method
- Write uncertainty statements. Use a form such as: we need to know whether, for whom, under which conditions, before which decision. Link the item to a strategic objective.
- Estimate decision value. Score consequence, current uncertainty, decision proximity, reversibility, dependency, and cost of being wrong. Avoid precision that the inputs do not support.
- Choose the cheapest credible test. Match the method to the claim: desk research, expert elicitation, simulation, prototype, field observation, controlled experiment, or operational trial.
- Review as evidence changes. Close answered items, split broad questions, raise newly critical dependencies, and document why low-priority ideas remain parked.
What this looks like in practice
Instead of “build an AI tutor,” a backlog item asks whether novice engineers can identify fault-isolation steps more accurately with source-linked adaptive hints than with the existing job aid, before the next platform investment decision.
Evidence to collect
Choose a small set of measures before implementation. Record the baseline, the source of each measure, the review cadence, and who is authorized to act on the result.
- share of research tied to named decisions
- time from question to usable evidence
- portfolio balance across strategic uncertainties
Field checklist
- Write the decision, accountable owner, and decision date.
- Describe the current workflow and the conditions that shape performance.
- Confirm the source hierarchy, permissions, and local requirements.
- Test the method under representative—not merely convenient—conditions.
- Review both intended outcomes and burden on the people doing the work.
- Record a change, escalation, and stop rule before results arrive.
Watch-out
Do not let scoring replace judgment. Use it to expose assumptions and disagreement, then make a documented portfolio decision that considers capacity and dependencies.