Short answer
An interrogable organization turns broad leadership questions into bounded inquiries tied to a real decision. Define the owner, options, population, period, permitted sources, missing coverage, alternative explanations and stop rule. Then record what the evidence supports, what remains uncertain and which human follow-up is required. No single dashboard, conversation or generated synthesis can answer every type of question.
Decision sentence: state what will change after the inquiry
Replace a question such as why is engagement low with a sentence that exposes the decision. Use: By this date, this owner must choose among these options for this population. The inquiry needs to establish this condition, within this period, well enough to make that choice. If the owner cannot name the options or the evidence cannot affect them, pause before collecting more data.
- Decision owner: the person accountable for using or declining the answer.
- Options: actions that are actually available, including waiting or gathering a specified missing fact.
- Decision date: when the answer must be useful, not merely when a report is due.
- Decision question: one neutral question that does not assume its preferred explanation is true.
- Out-of-scope decisions: employment, legal, safety or specialist matters that follow another route.
Scope card: define population, period and coverage
A team label is rarely a complete population definition. Record who or what should be represented and the units being compared. Use the same definitions across sources or make the differences visible. A regional result may reflect who contributed rather than the whole regional workforce.
- Population: roles, locations, contract groups or work events the answer should describe.
- Unit: employee, team, site, cohort, case or another defined unit. Do not move silently between them.
- Period: the dates covered by each source and the period relevant to the decision.
- Eligibility: who could appear in the evidence and why.
- Coverage: who is represented, who is missing and which channels were inaccessible.
- Comparison rule: definitions and conditions that must be comparable before describing a difference.
Accessible-source map: know what each source can establish
List a source only if it is relevant, current enough and available under the questioner’s role and purpose. More sources do not repair incompatible definitions or missing coverage. Keep raw or identifying material in its authorised location and bring only the permitted conclusion or reference into the canvas.
- Source and owner: where the record lives and who can explain it.
- Access and purpose: who may use it for this inquiry and under which conditions.
- Definition and period: what was recorded, for whom and when.
- Contribution: the part of the question this source can address.
- Limit: what the source cannot show, including missing groups or unobserved context.
- Quality check: the definition, completeness, date or interpretation that a reviewer must verify.
- Conflict: another source or account that does not fit the emerging explanation.
Alternative-explanation board: try to weaken the first story
A recurring theme and an operational difference can coexist without one causing the other. Write at least two plausible explanations, including process, workload, timing, policy, access and measurement differences where relevant. The purpose is to choose the next discriminating check, not to create a long list of speculation.
- Observed pattern: the bounded finding that needs an explanation.
- Explanation A and B: distinct mechanisms that could produce the pattern.
- Supporting evidence: what currently makes each explanation plausible.
- Challenge: a counterexample or finding that would weaken each explanation.
- Next check: the smallest permitted record, conversation or work observation that separates them.
- Responsible reviewer: the person able to validate the process context and identify a missing route.
Answer and stop record: decide without converting uncertainty into fact
Close the inquiry with one of four statuses: answer supported for this decision, partial answer with a bounded next check, unanswered because a named source or population is missing, or stopped because the decision changed. Record the findings with source references, contrary evidence, limitations and date. State the human decision separately from the evidence. Stop when the pre-agreed evidence has been reviewed and the owner can make the defined choice, or when the deadline or missing access prevents an answer. Reopen only on a named trigger such as new campaign context, a changed process, corrected data or a later review date.
Why this guide is useful
Copy this original canvas into a document before asking an analyst, a team or a system for an answer. It forces the question owner to say what decision is pending and what evidence is available. It works without Lontra and does not require a new data platform. Ask Lontra can later be one bounded way to explore permitted campaign context and memory.
Make the decision answerable before writing the query
The UK government’s AQuA Book uses specification documents to record the question, context and boundaries of analysis, and separate registers for assumptions, data and decisions. The CDC’s 2024 Program Evaluation Framework asks teams to align questions with intended use, context, resources and feasible evidence. This canvas adapts that discipline to an internal leadership inquiry. It is a scoping aid, not a substitute for qualified analysis, employee consultation or an applicable formal process.
Concrete example
Fictional example: a UK and US service operation asks why onboarding is better in Birmingham than Phoenix. The canvas rejects better because the two sites use different readiness measures. The decision owner reframes the question: should Phoenix test a scheduled access check for its next support cohort? The population is new support advisers in the last completed quarter; the operational measure is unresolved access requests at the end of the locally defined onboarding period. Permitted sources include cohort lists, access-ticket dates, approved training records and campaign themes the HR reviewer may access. Phoenix night-shift staff were not invited to the relevant conversation campaign, so their experience is marked missing. Possible explanations include access timing, supervisor coverage, case mix and different onboarding definitions. Employee accounts make access timing worth checking, but do not establish it as the cause. The owner chooses a bounded process test and records that the cross-site comparison remains unresolved. No site or manager is ranked.
Frequently Asked Questions
- What is an interrogable organization?
- It is an organization that can turn a leadership question into a bounded inquiry, find the permitted evidence, preserve its context and uncertainty, and connect the answer to a responsible human decision. It does not mean that every employee record is searchable.
- Can dashboards and employee accounts be used together?
- Yes, when their definitions, periods, populations and permissions are explicit. An operational measure can show a pattern while employee accounts suggest questions about work context. Neither should be stretched beyond what it can establish.
- Does an answer to an organizational question prove why a pattern occurred?
- Not automatically. A synthesis may support, weaken or leave open competing explanations. A causal conclusion requires an appropriate design and comparison. The canvas makes uncertainty and the next human check visible.
- What can Ask Lontra examine?
- Ask Lontra can explore campaign context and Living Memory that the user is permitted to access. The answer depends on the material, period and scope, may contain errors and requires verification. It does not search every company system or make the decision.