AI FlightCheck™ — CPG & FMCG Diagnostic
AI Diagnostic Check for CPG & FMCG Companies in the UK
AI Navi's FlightCheck™ diagnostic helps CPG and FMCG businesses identify where AI can improve operations, reduce inefficiencies and unlock growth. In 2–4 weeks, we assess your AI readiness, uncover the biggest blockers to adoption and deliver a practical 90-day action plan.
- Built for UK CPG & FMCG businesses
- Designed for CEOs, CIOs and COOs
- Typical diagnostic completed in 2–4 weeks
AI FlightCheck™ Diagnostic
Fixed price · 2–4 weeks · No commitment beyond this
- AI readiness assessment across people, process, technology and data
- Highest-value AI opportunities identified and ranked
- Proprietary Flight Risk Index™ score included
- Prioritised 90-day action plan with quick wins and longer-term initiatives
- Founder-led — Haja or Abhishek directly. No juniors.
No pitch. We identify your AI opportunities first.
AI Diagnostic Check for CPG and FMCG Businesses
An AI diagnostic check is a structured review of how ready your business is to adopt AI across operations, planning, customer experience and commercial teams.
For CPG and FMCG companies, the diagnostic looks specifically at the areas that matter most to your commercial and operational performance:
- Existing systems and data quality
- Supply chain and demand planning workflows
- Customer and sales reporting processes
- Team readiness and leadership alignment
- Current use of automation, analytics and AI tools
- Areas where manual work, delays or duplicated effort are creating cost
From uncertainty to a clear roadmap
Most businesses know they “should be doing more with AI” but do not know where to start. FlightCheck™ turns broad ambition into a practical plan. Instead of asking “Should we use AI?”, leadership teams get a clear answer on where AI can create value first.
of UK FMCG leaders say they need to move faster on AI
of UK FMCG companies have reached full AI deployment
Average AI confidence, UK mid-market CPG
Gen AI in FMCG by 2033 — 22% CAGR
10 Signs Your CPG Company
Needs AI Leadership Now
These are the patterns we see across mid-market CPG and FMCG businesses before they engage us for AI leadership. If three or more apply, the FlightCheck™ will tell you exactly where to start. before reaching production.
Your teams spend too much time manually building reports
Analysts are data wranglers, not analysts. If reporting takes days and insights arrive too late to act on, AI can fix this inside 30 days.
Forecasting accuracy is poor or inconsistent
Demand forecasting below 70% is common in Excel-led environments. Every percentage point costs margin through stockouts, waste and lost revenue.
Demand planning is reactive instead of proactive
Your team is firefighting supply shortfalls instead of anticipating them. Reactive planning is a data problem, not a people problem.
Data sits across disconnected systems
ERP, WMS, CRM and spreadsheets that do not talk to each other. Years of operational data locked away and inaccessible to AI or analytics.
Teams are experimenting with AI tools without governance
Individual tools in pockets of the business — no oversight, no standards, no measurement. The risk here is both operational and compliance-related.
Senior leadership is unclear on where AI should be prioritised
Your board wants AI results. Three vendors have pitched conflicting solutions. Nobody in the room can evaluate them without a vendor's slides.
Teams work from different versions of the truth
Customer, sales and supply chain teams disagree on the same KPI. Three dashboards. Three answers. Nobody trusts any of them.
Your competitors are moving faster with automation
Retailers are requesting AI-driven category insights you cannot produce. PE-backed competitors have a 100-day AI mandate. The gap is widening.
Your business has invested in technology but is not seeing value
The platform was purchased. Adoption is at 8%. Nobody changed how they actually work. The spend is sunk — but the opportunity is not lost.
There is no clear owner for AI strategy
No internal champion with the authority, credibility and AI knowledge to drive the programme. Without ownership, even good strategies die in committee.
Not sure if these signs apply to your business? Take the AI readiness scorecard to get more clarity.
Take the AI readiness scorecardAI Maturity Assessment
How to Identify if Your FMCG
Business Is AI-Ready
A business does not need to be “fully digital” to be ready for AI. In most cases, readiness comes down to four areas — and most mid-market CPG companies are further along than they think.
Do you have access to reliable operational, customer and financial data?
You do not need perfect data — you need accessible data. If your ERP holds two years of sales history and someone can extract it reliably, you have enough to start. The FlightCheck™ tells you exactly what you have and what it needs.
Are there repeatable workflows that could be automated or improved?
Manual reporting, demand planning in spreadsheets, trade promotion tracked in email threads — these are exactly the workflows AI replaces first. They are present in almost every mid-market CPG business we work with.
Is there alignment across leadership on what AI should achieve?
The most common cause of failed AI programmes is not technology — it is a lack of C-suite alignment on what success looks like. The FlightCheck™ maps this explicitly and provides the narrative to unlock it.
Do teams understand where AI can support them rather than replace them?
Frontline resistance is a change management problem. If middle managers do not understand what AI means for their role, adoption stalls regardless of how good the technology is. This is the one dimension most diagnostics miss.
Your business is ready for an AI diagnostic if:
You do not need all of these — three or more is enough.
- You have multiple systems or spreadsheets in active use
- There are operational bottlenecks that repeat month after month
- You want better forecasting or reporting but do not know where to start
- You need to reduce costs or improve efficiency under commercial pressure
You do not need to:
These are assumptions most businesses make. They are wrong.
- Already be using AI in any part of the business
- Have a data team or data warehouse in place
- Have a clear AI strategy written down
- Have clean, centralised data before we begin
What Is Blocking AI Adoption in
UK CPG Businesses?
The biggest barriers to AI adoption are rarely technical. Most UK CPG and FMCG businesses are held back by the same structural problems and all are addressable.
Unclear ownership of AI strategy
No single person has the authority, credibility and AI knowledge to own the programme. Without a named owner, everything dies in committee.
Poor data quality or fragmented systems
Five years of sales data in a legacy ERP that nobody knows how to extract reliably. AI tools are useless without clean, accessible data.
Lack of internal AI expertise
The data team is one analyst deep — running dashboards, not strategy. A single point of failure with no AI knowledge and no succession plan.
Fear of disrupting day-to-day operations
Frontline managers resist AI tools because they fear job displacement — and nobody is addressing this directly. Change management is absent from most AI programmes.
Difficulty building a business case
Budget is stuck in committee because no one can articulate ROI without vendor slides. The FlightCheck™ delivers the business case your board will approve.
Uncertainty about where to start
Pilot Purgatory: three AI vendors pitched conflicting recommendations. Nobody can evaluate them objectively. The programme stalls before it starts.
Concerns around governance, risk and compliance
No data governance policy — GDPR risk compounds alongside technical debt. Neither IT nor Legal owns it. The EU AI Act compliance clock is running. Every quarter of delay widens the capability gap.
AI Navi's diagnostic is designed to remove these barriers — by creating a practical, prioritised path forward grounded in your actual commercial situation, not a generic AI framework.
Book the FlightCheck™How Does AI Navi's FlightCheck™ Diagnostic Work for CPG Companies?
Five structured steps. Founder-led throughout. From first session to final report in 2–4 weeks. Here is exactly what happens and what you have at the end of each stage.
STEP 1 — NAVIGATE
Discovery Session
We meet with leadership and operational stakeholders to understand goals, challenges and commercial priorities. This is a working session that generates real insight on the day.
- Business context and commercial priorities documented
- Existing AI initiatives mapped and assessed
- Key stakeholders and decision-makers identified
STEP 2 — EXECUTE
Business Review
We assess current systems, data, workflows, reporting processes and operational pain points. This is where we look directly at your data — not a slide deck about your data.
- ERP, WMS, CRM data quality and accessibility assessed
- Reporting and planning workflows reviewed end-to-end
- Manual processes and cost centres identified
STEP 3 — NAVIGATE + EXECUTE
Opportunity Mapping
We identify where AI can create the greatest commercial impact across forecasting, planning, operations, customer service and reporting — ranked by ROI and delivery complexity.
- AI opportunities scored by impact and data readiness
- Quick wins identified — 30-day deliverables scoped
- Longer-term transformation initiatives mapped
STEP 4 — LAND
Readiness Scoring & Flight Risk Index™
We score your organisation across people, process, technology and data maturity — and generate your proprietary Flight Risk Index™ score measuring competitive exposure.
- SCALE AI™ maturity scores across all five dimensions
- Proprietary Flight Risk Index™ calculated
- Benchmarked against mid-market CPG/FMCG peers
STEP 5 — DELIVER
90-Day Action Plan & Report Presentation
A prioritised roadmap with quick wins, recommended pilots and longer-term initiatives — presented directly by Haja or Abhishek. A document you can own and present to your board.
- 15-page FlightCheck™ Report delivered in writing
- Prioritised 90-day action plan with ownership structure
- Board-ready budget unlock narrative included
What Is Included in a 90-Day AI
Action Plan for FMCG Businesses?
A 90-day AI action plan gives leadership teams a practical roadmap to move from strategy into execution — with clear ownership, timelines and success metrics at every stage.
- Priority AI use cases ranked by business value and delivery complexity
- Quick-win automation opportunities scoped for 30-day delivery
- Recommended tools, platforms or vendors with rationale
- Data and reporting improvements sequenced by impact
- Team training and change management recommendations
- Governance and ownership structure clearly defined
- Suggested KPIs for measuring ROI at each stage
- Improve demand forecasting accuracy — from Excel to a production-grade AI pipeline
- Automate reporting and dashboard creation — reducing analyst time by 60–80%
- Reduce supply chain inefficiencies — route, warehouse and carrier optimisation
- Streamline customer support workflows — AI-assisted triage and response
- Improve trade promotion planning — AI-driven promotional ROI modelling
How long does an AI diagnostic take for a CPG company?
For larger organisations with multiple brands, sites or functions, diagnostics may take slightly longer.
The AI Navi Flight Risk Index™
for CPG Businesses
Included in every FlightCheck™ — a proprietary score that measures how exposed your business is to falling behind competitors due to slow AI adoption.
The five weighted factors
Two companies with the same revenue can have very different levels of AI risk. A business with fragmented data, reactive planning and no AI ownership is more likely to lose margin, speed and market share over the next 24 months — even if it has a larger budget than its competitors.
This proprietary scoring model creates a unique, quantified insight that generic AI tools and consultancy frameworks cannot replicate. Your Flight Risk Index™ score is specific to your sector, your data maturity and your commercial situation.
Example Insight from a Recent FlightCheck™
A £400M CPG business had a Flight Risk Index™ score of 7.2/10 — placing it in the high-risk band. The primary driver was demand forecasting still managed in Excel across three markets. The FlightCheck™ identified a single data pipeline project that reduced this score to 4.1 within 60 days.
What Do You Get From AI Navi's
FlightCheck™ Diagnostic?
FlightCheck™ is designed to help leadership teams understand exactly where they stand and what should happen next. Here is precisely what is delivered.
AI Readiness Assessment
Scored across people, process, technology and data — mapped to the SCALE AI™ framework and benchmarked against mid-market CPG/FMCG peers.
- SCALE S — Strategic alignment score
- SCALE E — Data and architecture readiness score
- SCALE A — Execution and deployment readiness
- SCALE C — Team capability and confidence score
- Peer benchmarking against UK mid-market CPG average
Highest-Value AI Opportunities Identified
Not a list of every possible AI use case. The three highest-ROI opportunities in your specific business — ranked by commercial impact and delivery complexity.
- Opportunities ranked by business value and data readiness
- Quick-win scoped for 30-day delivery
- Longer-term transformation initiatives mapped
- Investment estimate for each opportunity included
Blockers Review & Flight Risk Index™
A review of what is specifically slowing adoption in your business — and your proprietary Flight Risk Index™ score measuring competitive exposure from AI inaction.
- Blockers prioritised and categorised (data, strategy, change)
- Flight Risk Index™ score across five weighted factors
- Governance and compliance risk flags
Prioritised 90-Day Action Plan
A practical roadmap — not a strategy deck. Ownership, sequencing, budget guidance and KPIs. A document your leadership team can act on from day one.
- Quick wins, recommended pilots and longer-term initiatives
- Recommended tools, platforms or vendors with rationale
- Governance and ownership structure clearly assigned
- KPIs for measuring ROI at each stage
- Board-ready budget unlock narrative included
Most businesses know they “should be doing more with AI” but do not know where to start. FlightCheck™ turns broad ambition into a practical plan. Guidance on ownership, budget and implementation sequencing is included as standard — not as a follow-on engagement.
Book Your FlightCheck™Frequently Asked Questions
Get a Clear View of Where AI Can
Deliver Value
If your business is under pressure to improve efficiency, forecasting and growth, an AI diagnostic check gives you a practical starting point.
If the FlightCheck™ is not the right move for your situation, we will tell you — and suggest what is.