Wit™Discover what your organisation actually needs.

Before you build any report, dashboard, or data warehouse, shared understanding of what the business really needs. Not what executives assume. Not what departments think others need. What they actually need, anonymously, without hierarchy bias.

Wit™ is the discovery engine that gets you there. Anonymous structured interviews across your entire organisation, synthesised by AI, validated by consensus. One signed document. No assumptions carried forward.

Power BI Tableau Qlik Looker

Finance Director

We need to see cash flow by cost centre and project, not just by GL account.

Head of Sales

Sales efficiency metrics should measure deal velocity, not just pipeline value.

Operations Manager

We define "cost per unit" differently across regions. That needs to be documented.

IT Director

Everyone uses different definitions for the same metric. That's the real problem.

Actual quotes from Wit interviews, surfacing real problems, captured in one signed document.

Wit discovery process timeline. Round 0.5 pre-engagement probes for licensing, data source, Fabric, RLS, and Copilot readiness. Round 1 async voice interviews across nine stakeholder personas, 5-day window. Devil Advocate session produces Shield of Truth v0.8 draft. Round 2 Systemic Consensing produces v0.9. Breeze Blueprint sponsor telco covering the critical 1 percent. Final Shield of Truth v1.0 signed.
Round 0.5 pre-engagement probes → Round 1 async voice interviews → Shield of Truth v0.8 (Devil Advocate) → Round 2 consensing produces v0.9 → Breeze Blueprint sponsor telco → Shield of Truth v1.0 SIGNED. Document evolution toward a signed go-condition.

Most BI projects fail before the first report is built.

The tools are not the problem, and your analysts are not the problem. BI projects fail because nobody has a shared understanding of what success actually means.

Different departments define the same metric differently. Executives think they understand stakeholder needs but they're wrong. Reports get built on assumptions instead of facts. Six months later, nothing gets used.

The discovery phase is broken, if it happens at all. Interviews are ad hoc. Notes are scattered. Contradictions are buried. By the time you start building, you're already lost.

Wit fixes this before you write a single line of code.

Executive Misalignment

Three executives fund a BI project. Each has a different goal. None of them asked the teams what they actually need.

Buried Contradictions

Sales and Finance define "revenue" differently. Operations has a third definition. The BI team discovers this in month 4.

Wasted Capacity

You build comprehensive reports. Nobody uses them. Nobody asked if that's what they wanted to see.

Governance Collapse

Without a signed contract of shared terms, metrics, and definitions, your BI architecture has no foundation.

Three rounds. One signed document. No assumptions carried forward.

Wit is a structured process that runs in parallel with your BI roadmap. It gathers anonymous voice input from every stakeholder, synthesises it through AI and natural language processing, detects contradictions, and produces a governance document that your entire organisation signs off on before you build anything.

1

Elicitation

Stakeholders respond independently to structured prompts tailored to their role. Anonymous. Asynchronous. No meetings. No hierarchy pressure. It is safe to contradict the executive.

Output Raw stakeholder intelligence. Audio transcripts. Persona-tagged responses.
2

Synthesis

Wit synthesises all responses, identifies contradictions and consensus points, and surfaces which definitions conflict, which metrics matter across departments, and which beliefs are actually shared. A WizEmp facilitator validates every output before it reaches the client.

Output Synthesis document with contradictions highlighted. Consensus points flagged. Vocabulary gaps identified.
3

Consensing

Your leadership team (and broader organisation if needed) reviews the synthesis. They resolve contradictions through guided discussion. They agree on terms, definitions, priorities, and success metrics. They sign the final document.

Output Shield of Truth. Data Dictionary. Metrics Dictionary. Signed governance document.

Three documents. One foundation.

Wit produces three deliverables that become the governance layer for your entire BI architecture. Everything downstream flows from these documents.

Shield of Truth™

A signed document that records your organisation's agreed priorities, success metrics, and constraints. This is your BI charter. It's not a nice-to-have. It's the contract you execute against.

Data Dictionary

Every data entity your BI system will reference. Definitions. Ownership. Lineage. Completeness rules. Refresh cadence. Built from stakeholder input, not from technical assumptions.

Metrics Dictionary

Every metric your organisation will report on. Names. Definitions. Calculation logic. What it measures. What it doesn't. Who owns it. Who disagrees and why.

Platform-agnostic output. Whether you're building on Power BI, Tableau, Qlik, Looker, or anything else: these documents are your governance framework. They go into your wiki. They guide every report author. They settle every debate about what the data means.

What Wit Is Not

Clarity means knowing what something isn't as much as what it is.

NOT a typical requirements gathering session

Not a workshop. Interviews are asynchronous and anonymous.
Not a survey. Questions are adaptive based on role and department.
Not top-down. Executives don't shape the questions.
Not a report on opinions. It's synthesis with conflict detection.

IT IS structured intelligence design

An asynchronous discovery system that reaches across hierarchy.
AI-powered synthesis that detects what's contradictory and what's shared.
A governance framework you sign off on before you build.
The foundation for BI architecture that actually gets used.

Who Uses Wit

Wit works across any organisation, any size, any industry. It's designed for leaders and teams who know that good BI starts with shared understanding.

BI Leaders & Data Architects

You know that the biggest failure point in BI is lack of shared definition. You want to build once, build right, and have adoption on day one. Wit gives you the governance documents you need to make that happen.

CFOs & Finance Leaders

You're funding a BI initiative. You want to be certain that the system will actually be used. Wit gets stakeholder consensus before a single dollar is spent on development. It's insurance.

Digital Transformation Teams

You're modernising your data infrastructure. You need a shared language across legacy and new systems. Wit creates that language. Documented. Signed. Operationalised.

Ready to discover what you actually need?

A typical Wit engagement takes 4–6 weeks and involves your entire organisation. No code. No dashboards yet. Just shared understanding.

Start Your Discovery

Questions? Contact us to discuss your discovery needs.