AI FRAMEWORKS
FOR BUSINESS LEADERS
Harness Artificial Intelligence to Grow, Compete & Lead in the New Economy
Presented By:
Janet A. Damilola-Ojo
Executive AI Strategy Session | 2026
Confidential – For Session Participants
THE MOMENT IS NOW
Every era has a defining technology. AI is ours.
$15.7T
AI's projected contribution
to global GDP by 2030
85M+
Jobs transformed by AI
by 2025 (WEF)
40%
Productivity boost
reported by AI adopters
The train is moving. The question is: are you on it?
WHAT EXACTLY IS AI — AND WHAT ISN'T IT?
Cutting through the hype to what matters for your business
Machine Learning
Systems that learn from data and improve over time — powers fraud detection, recommendations, pricing.
Generative AI
Creates text, images, code, audio. The ChatGPT/Claude family. Transforms knowledge work instantly.
Computer Vision
AI that 'sees' — reads documents, inspects products, monitors queues, verifies identity.
Automation & Agents
AI that takes actions — books, replies, routes, schedules, executes workflows end-to-end.
AI is not magic. It is a tool — and like any tool, it rewards the skilled user.
THE BUSINESS LEADER'S AI FRAMEWORK
4 Layers Every Business Must Address
01
DISCOVER
Identify where AI creates value in YOUR business. Map pain points, workflows, and data assets.
02
DEPLOY
Start small, prove ROI. Pilot tools, measure outcomes, then scale what works.
03
DEVELOP
Build internal capability. Upskill staff, establish AI governance & ethics policies.
04
DOMINATE
Use AI as a competitive moat. Create differentiation that competitors cannot easily replicate.
MAXIMISING AI OPPORTUNITIES
A practical playbook for executive action
Audit Your Data
AI runs on data. Assess what data you have, its quality, and what's missing. Data is your oil.
Start with People, Not Tech
Identify business problems first. Then find AI solutions — not the reverse.
Run Quick Wins First
Pick 1–2 high-impact, low-complexity processes to automate. Build confidence and momentum.
Govern Responsibly
Set clear AI policies: data privacy, bias checks, human oversight. Trust is your brand.
Partner Strategically
You don't build AI from scratch. Partner with vendors, tech firms, universities.
Measure, Iterate, Scale
Define KPIs before you deploy. Iterate on what works. Scale with discipline.
AI ACROSS YOUR BUSINESS FUNCTIONS
Sales & Marketing
Lead scoring & qualification
Personalised email campaigns
Customer churn prediction
Social media content generation
Operations
Demand forecasting
Inventory optimisation
Route & logistics planning
Predictive maintenance
Finance
Fraud detection in real time
Automated invoice processing
Cash flow forecasting
Risk & credit scoring
HR & Talent
CV screening & shortlisting
Employee sentiment analysis
Performance prediction
Learning personalisation
Customer Service
24/7 AI chatbots
Ticket auto-classification
Sentiment-driven escalation
Knowledge base search
🇳🇬 NIGERIA SPOTLIGHT
Dangote Group: Africa's Largest Conglomerate Goes AI
Cement | Sugar | Salt | Flour | Fertiliser | Refinery | Logistics
WHY DANGOTE?
Operations in 18+ African countries
Thousands of trucks in daily logistics
Multiple large-scale manufacturing plants
Millions of consumer touchpoints across Africa
Recently commissioned the world's largest
single-train refinery in Lagos
AI TRANSFORMATION OPPORTUNITIES
Predictive Maintenance
AI sensors on plant equipment to predict breakdowns before they cost millions
Logistics Intelligence
Route optimisation & fuel saving across the vast truck fleet
Demand Forecasting
AI predicts cement/sugar demand by region, reducing overstock & shortages
Refinery Operations
AI monitors millions of data points at Dangote Refinery for efficiency & safety
Customer Analytics
AI identifies distributor patterns to prevent churn and grow market share
Estimated AI value opportunity for Dangote: $200M+ in annual operational savings
DOING AI THE RIGHT WAY
Responsible AI is not optional — it's a business imperative
✓ DO THIS
Keep humans in the loop on critical decisions
Be transparent with customers when AI is used
Audit AI systems regularly for bias and errors
Protect customer data — comply with NDPR (Nigeria)
Invest in retraining staff, not just replacing them
Start with low-risk applications to build confidence
✕ AVOID THIS
Use AI to make irreversible decisions without review
Deploy AI without explaining it to affected staff
Ignore AI errors because 'the algorithm decided'
Collect data beyond what your purpose requires
Outsource your AI strategy entirely to vendors
Rush deployment to chase trends without a plan
YOUR 90-DAY AI ACTION PLAN
From today's session to real business impact
Days 1–30
DISCOVER
Identify 3 high-pain business processes
Audit your data assets & quality
Assign an internal AI champion
Survey staff AI awareness levels
Days 31–60
PILOT
Select 1 AI tool/vendor to trial
Set clear KPIs for the pilot
Train 5–10 key staff on AI tools
Document what works & what doesn't
Days 61–90
SCALE
Review pilot results vs KPIs
Decide: expand, pivot, or drop
Draft AI governance policy
Present ROI to board/stakeholders
EFFECTIVE PROMPTING
Get the Best Results from AI Every Time
THE PROMPT
FORMULA
ROLE
Act as a senior
financial analyst...
CONTEXT
We are a Lagos-based
FMCG company...
TASK
Analyse this data
and identify trends...
FORMAT
Return a bullet
list with 3 actions
01
Be Specific
Vague prompts get vague answers. Include context, numbers, constraints and your expected output.
02
Assign a Role
Start with 'Act as a [role]'. AI performs significantly better when given a clear persona to adopt.
03
Show, Don't Just Tell
Give an example of the output you want. 'Like this: ...' dramatically improves relevance.
04
Ask for Steps
Add 'Think step by step' or 'Explain your reasoning'. AI produces more accurate, auditable outputs.
05
Iterate & Refine
One prompt rarely nails it. Follow up with 'Make it shorter', 'Add a Nigeria example', 'Be more direct'.
n,.
THE CHOICE IS YOURS
Leaders who embrace AI today will define their industries tomorrow.
THINK
AI-First
ACT
Boldly
MEASURE
Everything
"The future belongs to those who prepare for it today." — Malcolm X