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See the report your leadership team will actually use.

Not a dashboard. Not a generic AI score. ARI turns your evidence into an executive position, priority decisions and a sequenced 90-day plan.

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Fictional organisationDeliberately redactedReal report structure
CONFIDENTIAL · EXECUTIVE REPORTARI™

AI Readiness
Executive Assessment

Example Organisation

POSITIONDeveloping
Prepared by unoui · Demonstration edition
01Know where you stand

One executive view across opportunity, capability and risk.

02Know what matters

Priorities separated from noise, novelty and low-value activity.

03Know what happens next

Actions, ownership, measures and a practical 90-day sequence.

01 / EXECUTIVE POSITIONDEMONSTRATION ONLY
BOARD-LEVEL SUMMARY

AI readiness at a glance

A single view of the position, its consequences and the decision leadership should make next.

62%Developing
Indicative overall position
Evidence confidenceModerate
EXECUTIVE INTERPRETATION

The opportunity is credible. The operating foundation is uneven.

Example Organisation has promising momentum, but inconsistent ownership and control may prevent early activity becoming sustainable advantage.

3 strengths to build on4 leadership priorities90 day action horizon
WHAT IS WORKING

Leadership intent and early adoption

  • Senior interest is visible
  • Teams can identify useful workflows
  • Early experimentation has created momentum
WHAT COULD HOLD VALUE BACK

Ownership, evidence and control

  • Material AI uses are not consistently recorded
  • Benefits lack agreed baselines and owners
  • Supplier assurance varies between teams
THE DECISION NOW

Move from scattered experiments to an owned portfolio

Approve one accountable executive sponsor, create a single view of current AI activity and select two use cases for controlled value testing.

Recommended within 30 days →
VALUE POTENTIALHigh
READINESS TO SCALEModerate
CONTROL EXPOSUREElevated
AI value connected to measurable outcomes
From readiness evidence to measurable value
02 / CAPABILITY INTELLIGENCEFICTIONAL LABELS

Where leadership attention is required

Direction76%
Enablement68%
Foundations61%
Control54%
Resilience47%
Established momentumDeveloping capabilityPriority exposure
Connected data and intelligence
Connected capabilities—not isolated scores
03 / SECTOR OPPORTUNITY INTELLIGENCEILLUSTRATIVE PROFESSIONAL SERVICES EXAMPLE

Six specific AI opportunities worth testing

Professional services team exploring AI opportunities
A SECTOR LENS

Move from “we should use AI” to a controlled opportunity with an owner and a measurable payoff.

ARI translates your evidence and sector context into specific solutions leadership can compare, challenge and prioritise.

01Agentic service triage

Create an AI agent that prioritises faults, requests and client issues

How it should workThe agent reads approved incoming messages, classifies urgency and impact, gathers missing details and routes each case to the right owner. A person approves high-impact or ambiguous decisions.Prove value withTime to triage, urgent cases identified, reassignment rate and resolution time.First controlled movePilot one service queue using historical cases, explicit escalation rules and a named operational owner.
02Proposal intelligence

Build a proposal copilot that turns expertise into stronger first drafts

How it should workThe copilot retrieves approved case studies, credentials and service language, then produces a tailored proposal outline for expert review—without inventing experience or commercial claims.Prove value withDrafting time, expert correction rate, proposal turnaround and win-rate quality.First controlled moveStart with one repeatable service line and a controlled library of approved source material.
03Trusted knowledge assistant

Give every team member fast answers grounded in company evidence

How it should workA secure assistant searches policies, methods, previous work and approved guidance, cites its sources and sends low-confidence answers to a subject-matter expert.Prove value withSearch time saved, cited-answer rate, unanswered questions and user confidence.First controlled moveConnect a small, high-value document set first; test accuracy with real questions before wider release.
04Client-risk radar

Detect delivery, relationship and commercial warning signs earlier

How it should workAI reviews permitted project signals—milestones, actions, service messages and capacity—to highlight accounts requiring human attention before a missed commitment becomes a complaint.Prove value withEarlier interventions, overdue actions, client escalations and retained revenue.First controlled moveDefine five observable warning signals and test them against completed projects before using live alerts.
05Meeting-to-action agent

Turn conversations into owned work without manual follow-up

How it should workWith participant consent, an assistant produces a structured summary, separates decisions from discussion, proposes owners and deadlines, and updates the approved workflow after human confirmation.Prove value withAdministration time, actions captured, overdue actions and correction rate.First controlled movePilot with one internal leadership meeting and prevent automatic external communication.
06Opportunity signal engine

Reveal unmet client needs hidden across permitted business data

How it should workAI groups recurring questions, delivery friction and sector themes so account leaders can identify relevant service opportunities—not indiscriminate sales prompts.Prove value withQualified opportunities, relevance rate, conversion quality and client value.First controlled moveAnalyse anonymised themes first and require an account owner to validate every proposed opportunity.
Where to exploreClient service, knowledge work, proposals, project delivery and issue management.What leadership must protectConfidentiality, professional judgement, accuracy, consent and accountable decisions.Evidence ARI would expectA defined purpose, permitted data, named owner, baseline, escalation route and success measure.
04 / PRIORITY ACTIONREDACTED

From finding to owned action

FindingDecision ownership is inconsistent
→
ActionEstablish accountable AI decision ownership
→
OutcomeFaster, evidenced and proportionate decisions
OwnerExecutive sponsorTimeframeWithin 30 daysEvidenceApproved authority mapMeasureMaterial uses reviewed
Executive recommendation summary

Define executive accountability, decision rights and an appropriate review cadence.

Detailed evidence, rationale, control mapping and implementation guidance withheld.
Governance connecting evidence and action
Clear ownership helps opportunity move safely
05 / 90-DAY ROADMAPDEMONSTRATION ONLY

Sequence work so the organisation can absorb it

0–30 DAYS

Stabilise

Confirm ownership, immediate controls and priority evidence gaps.

31–60 DAYS

Build

Mobilise agreed work, define measures and strengthen foundations.

61–90 DAYS

Embed

Review progress, retain evidence and make the next portfolio decisions.

WeeklyWorkstream progressMonthlyRisk and value evidenceQuarterlyExecutive decisions
People implementing an AI roadmap
People, ownership and evidence turn technology into progress
06 / DELIVERY DECISIONDEMONSTRATION ONLY

Choose how recommendations become progress

INTERNAL ROUTE

Use the report with your own team

Best when ownership, capacity and specialist capability already exist.

SUPPORTED ROUTE

ARI™ Strategy-to-Execution Programme

Best when the priorities are clear but delivery capacity or cross-functional ownership is constrained.

Explore full or targeted delivery →

The Strategy-to-Execution Programme is scoped and commissioned separately from the assessment. Responsibilities, exclusions and fee are agreed before delivery begins.

Responsible AI protecting business progress
Protect value without making governance a barrier
Business leaders moving from priorities to implementation
Choose the delivery route that fits your capacity

THE COMPLETE DECISION PRODUCT

What the full client report adds

✓ Executive interpretation tailored where evidence supports it✓ Maturity and evidence confidence shown separately✓ Up to 10 one-page action specifications✓ Detailed delivery blueprints for the top three priorities✓ Dependency-aware 90-day roadmap✓ Professionally reviewed final wording and limitations

You receive a standalone, implementation-oriented decision product. Full process engineering and implementation are optional and separately scoped. ARI is not legal advice, certification or a guarantee of outcome.

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