From operational uncertainty to a research pathway

We’ve already invested. Should we keep going?

The team has built, tested and learned, but cannot tell whether the next investment will resolve the problem or repeat it. We identify the uncertainty that remains and design the smallest useful next test.

  • Field-neutral assessment

01

What may actually be uncertain

Teams close to the problem often hold the most knowledge and the strongest assumptions. We make those assumptions visible, separate unfamiliar work from unresolved technical outcomes and identify the decision that better evidence must support.

  • Whether the limitation is inherent or caused by a controllable condition
  • Which results are repeatable and which are demonstrations only
  • How success criteria changed over time
  • Which explanations have been tested rather than asserted

02

What we look at first

  • The original decision and expected outcome
  • The technical history and available raw evidence
  • Unsupported assumptions and missing controls
  • What the business would do differently if the question were answered

03

Turning the operating problem into a research question

The next research question should discriminate between the leading explanations and return a decision, not merely create more activity.

The question is then translated into hypotheses, variables, comparisons, thresholds and a progression of work capable of returning a clear no. That is what turns activity into decision-led research.

04

How we work with your team

We can stop after assessment and pathway design, or stay involved to conduct the research, coordinate technical specialists and govern the evidence as the work progresses. The research record sits alongside delivery and preserves why each test or design change happened.

  • A defined decision, technical uncertainty and prior-knowledge boundary
  • Research questions, hypotheses, variables and measurable thresholds
  • A staged experiment plan with decision gates and stop conditions
  • Contemporaneous evidence connecting methods, observations and changes
  • Findings that support implementation, further research, redesign or a stop decision

05

If the answer is no

Sometimes the capability already exists and the right next step is competent implementation. Sometimes the available evidence cannot support the proposed decision. Sometimes the remaining uncertainty is not worth the cost of resolving. We would rather make that visible early than extend a project designed only to confirm its original promise.

The Ignition research value chain

One methodology, six steps — each with a named output

See the full chain.

Frame the questionDesign the experimentBuild the evidenceInterpret the result

Where this goes next

  • R&D Pathway Assessment — the first, low-commitment read on whether there is genuine uncertainty here.
  • R&D Pathway Design — if there is, what exactly gets tested, and how.
  • Case studies — anonymised projects, written around the uncertainty and the record the work produced.

General information only. This page does not determine R&D Tax Incentive eligibility and is not tax, legal, financial or grant advice. Whether any government support pathway may be relevant depends on the project's specific activities, structure, evidence and the current program rules.

Next step

A researcher reads your description — not a salesperson.

Bring the operating problem, the result you cannot explain or the decision your team cannot make with confidence. You will get a reply within two business days — including when the honest answer is that a research pathway is not the right tool.

Start a project assessmentOr see the five services →