Team Dashboard

Team Insights Dashboard.

When 3 or more team members have completed an analysis, Clairable automatically unlocks a cross-team view of AI adoption. No configuration needed — patterns emerge from the individual use cases your team has already completed.

Unlocks at 3 completed analyses

Each new completion deepens the data. The more analyses your team completes, the more accurate and actionable the insights become. There's no configuration required — Clairable derives everything from completed wizard sessions.

Start your first analysis

Readiness Overview

The entry point for the insights dashboard. See your entire AI portfolio at a glance.

4 KPI tiles: Pipeline (total use cases), Ready (all signals green), Avg Readiness %, and Top Priority use case
Bubble chart — X-axis: ROI efficiency, Y-axis: priority score, bubble size: build cost, colour: recommended action. Instantly spot high-value, low-cost opportunities.
Priority Ranking bar chart — top use cases ordered by composite WSJF score with action-colour coding

Best for C-level leaders, operations leads, and anyone who needs a portfolio view of AI initiatives.

Prioritisation Strategy

A filterable table for sequencing your AI initiatives based on readiness signals and effort.

Each row is a use case with four signal dots — Data readiness, Value potential, Process fit, Trust/governance — coloured green, amber, or red
WSJF (Weighted Shortest Job First) score column: balances value urgency against implementation effort so you sequence what matters most
Filter by signal type or complexity to focus on specific teams or risk profiles

Best for programme managers, operations leads, and anyone making sequencing decisions.

Signal Breakdown

A 2×2 grid showing the distribution of green, amber, and red signals across your use case portfolio.

Four panels: Data readiness, Value clarity, Process fit, Trust & governance
Each panel shows a stacked bar chart with green/amber/red proportions across all analysed use cases
Identifies systemic gaps — if every use case shows amber on Data, that's a data infrastructure problem, not a use-case problem

Best for transformation leads identifying where to direct enablement investment.

Friction & Gaps

Use cases grouped by their weakest signal — surfaces blockers quickly so you can act.

Three top stat tiles: Red Signals (active blockers), Amber Signals (needs attention), All Green (ready to start)
Use cases listed under the signal that's holding them back, with blocker or needs-attention labels
Practical for directing enablement resources — data team work, training, governance approval

Best for change managers and team leads who need to unblock specific initiatives.

ROI Dashboard

A financial view of your portfolio — build investment, payback timelines, and ROI by use case.

Build investment bar chart — estimated cost per use case, colour-coded by recommended action
Time to payback timeline — horizontal bars per use case, coloured by speed (green ≤8 weeks, amber ≤24 weeks, red >24 weeks)
Per-use-case ROI cards with build cost, payback weeks, ongoing cost, 90-day outcome, and ROI efficiency

Best for CFOs, finance directors, and anyone presenting AI value to leadership.

Who it's for

Operations and transformation leads

Need a portfolio view of AI initiatives to prioritise resourcing, remove blockers, and report progress to leadership.

CFOs and finance directors

Justifying AI spend by translating individual productivity wins into build cost, payback timelines, and ROI multiples.

Change managers and consultants

Tracking adoption across teams and surfacing systemic enablement gaps that require targeted intervention.

How to act on insights

A practical sequence for getting value from the dashboard from day one.

Start with Readiness Overview

Look for use cases in the upper-left quadrant of the bubble chart — high priority score, high ROI efficiency, small bubble (low build cost). These are your quick wins.

Use Prioritisation Strategy to sequence next initiatives

Filter by signal type to find use cases where all signals are green or amber. Sort by WSJF score. Pick the top 2–3 for your next sprint.

Run Signal Breakdown monthly

Track whether systemic gaps (e.g., persistent amber on Data) are improving over time. A stacked bar that's not shifting means the enablement investment isn't landing.

Use Friction & Gaps to direct enablement resources

Identify which signal is causing the most red ratings. If it's Data, direct your data team. If it's Trust, prioritise governance conversations.

Present ROI Dashboard to leadership quarterly

Build investment, payback timelines, and ROI multiples give you the numbers to justify AI spend in language finance and the board understand.

Related guides

Dashboard Overview

Understand the main dashboard — Readiness Snapshot, stats row, draft cards, and recent reports.

Organisation AI Profile

How setting context once shapes every AI recommendation your team receives.

Ready to unlock team insights?

Complete 3 analyses with your team and the insights dashboard unlocks automatically. Start with the free AI Idea Generator.

Generate AI Ideas — Free