Executive AI Transformation Program · driveaioutcomes.com

Stop exploring AI.
Start owning
the outcomes.

Most organisations aren't failing at AI because of technology. They're failing because they can't turn it into outcomes. This program changes that.

Apply to the Executive Cohort →
Scroll
87%
of AI pilots never reach production
73%
of executives lack a structured AI ROI framework
more value from operationalised AI versus pilots alone

The Problem

You have AI activity.
You don't have a strategy.

A few pilots. A few tools. Excited teams and nervous executives. A board asking hard questions. And a growing gap between what you've spent and what you can show.

The data team builds models. The tech team deploys tools. And the executive layer watches — hoping something sticks. That gap is costing you time, budget, and competitive ground.

That hope is not a strategy.

The Solution

A commercial execution system — built for leaders.

Drive AI Outcomes is a premium executive program that equips leaders with the strategy, operating model, and decision frameworks to turn AI investment into measurable commercial results.

Led by a senior transformation advisor with 16+ years spanning Bain, KPMG, and C-suite advisory roles across financial services, infrastructure, and government — this is the program top consulting firms use, modernised for AI.

This is not an AI course. It's a commercial execution system for AI.

What You Walk Away With

Five deliverables.
Real executive outcomes.

Not slides you'll never use. Actual artefacts you can deploy inside your organisation from week one.

01

AI Investment Roadmap

Prioritised, P&L-linked — not a list of ideas

02

AI Operating Model

Governance and accountability tailored to your org

03

Implementation Playbook

Pilot to production to scale — with a real path

04

ROI Measurement Framework

Justify and track AI value at board level

05

Vendor Decision Lens

Avoid wasted spend and strategic lock-in

How It Works

From application
to transformation.

A structured four-stage journey designed to move at executive pace — focused, commercial, and immediately applicable.

Stage 01
01

Diagnose

Assess your current AI maturity, map existing initiatives to commercial value, and identify the critical gaps between where you are and where you need to be.

Stage 02
02

Design

Build your prioritised AI investment thesis, define your operating model, and create the governance structures that will allow AI to scale — not stall.

Stage 03
03

Deploy

Execute with your custom implementation playbook. Manage change, track adoption, and hold teams accountable to milestones — not just outputs.

Stage 04
04

Measure

Report AI ROI at board level. Track leading and lagging indicators. Build the internal capability to sustain transformation — without external dependency.

The Curriculum

10 executive modules.
Zero theory for theory's sake.

Every module is built around decisions executives actually face — with MBB-style frameworks you can apply the week you learn them.

01

The AI Reality Check

Why organisations fail — cutting through hype to actual enterprise value

02

High-Value Opportunity Identification

Use case prioritisation using the value vs. feasibility matrix

03

AI Strategy & Investment Logic

Linking AI to business strategy — build vs. buy vs. partner

04

Operating Model & Governance

Risk, compliance, responsible AI — accountability structures that scale

05

Human + AI Operating Model

Redesigning roles and workflows — augmentation vs. automation

06

Technology & Vendor Landscape

Navigating platforms and integrators — avoiding vendor lock-in

07

Implementation Playbook

From pilot to production to scale — change management in AI

08

Measuring ROI & Value Realisation

Defining AI ROI in cost, revenue, and productivity — board-ready reporting

09

Building Internal Capability

Skills, structure, and talent — insource vs. outsource, how to sustain

10

The AI Transformation Roadmap

12–24 month roadmap design — sequencing initiatives, avoiding fatigue

Why This Is Different

Not another AI course.
A commercial execution system.

Most AI programs

Focus on tools and technology, not business outcomes

Over-index on theory and AI concepts

Don't translate into execution or action

Vendor-driven and technology-first

Leave you with a strategy deck that goes nowhere

Drive AI Outcomes

ROI-first — every framework anchored to commercial value

Execution-led — built to be used, not just understood

MBB-style frameworks — consulting grade, modernised for AI

Executive-first — built for the C-suite, not for developers

You leave with a 12–24 month implementation roadmap

What Executives Say

Results that speak
for themselves.

From financial services to infrastructure — leaders who've worked with this framework on the ground.

Finally, an AI program that speaks the language of commercial outcomes. We walked away with a prioritised roadmap and a governance model we could actually present to the board — not a list of tools to evaluate.
Chief Digital Officer
ASX-listed Financial Services Organisation
We had been stuck in pilot mode for two years. Within weeks of working through this framework, we had clarity on exactly where to invest, how to sequence it, and how to measure progress. The ROI lens changed everything.
Chief Operating Officer
Large-Scale Infrastructure Programme, Victoria
What sets this apart is the MBB-quality rigour applied directly to AI strategy. No fluff, no vendor agenda. Just sharp frameworks that forced us to make better decisions — faster. We unlocked millions in value we didn't know we had.
Head of Data & AI
Tier 1 Australian Bank

Who This Is For

Built for leaders under
pressure to deliver.

C

C-Suite & Senior Executives

CIOs, CDOs, COOs, Strategy and Transformation leaders who are accountable for AI performance and need to govern it commercially — not just technically.

Leaders Stuck in Pilot Mode

Organisations with fragmented AI initiatives and mounting board pressure — multiple pilots running, none producing the business outcomes expected.

$

Executives Accountable for ROI

Leaders who need to justify AI investment to the board, govern vendor relationships strategically, and build internal AI capability that compounds over time.

About the Program Lead

Led by someone who has
done the work.

Not a theorist. Not a vendor. A senior transformation leader who has built AI strategy, operating models, and commercial outcomes inside real organisations — at pace.

Vinojini B. Nair
PhD · sMBA · AI Strategist & Executive Advisor

A rare intersection of scientific rigour, management consulting discipline, and hands-on AI execution. Vinojini has led AI strategy and transformation at scale across financial services, infrastructure, healthcare, and engineering — advising boards and C-suites on the commercial architecture of AI, not just its technical deployment.

Formerly of Bain & Company and KPMG. Internationally recognised. A trusted advisor to organisations navigating the distance between AI ambition and real business outcomes.

AI StrategyExecutive AdvisoryEnterprise TransformationMBB FrameworksCredit & RiskData GovernanceOperating Model DesignROI Realisation
Education · PhD Medicinal Chemistry, University of Melbourne (Dean's List) · MD · sMBA
Consulting · Bain & Company · KPMG Global
Certifications · AI Risk Management · PMP/PMBOK · Agile/Scrum · ProSci · Azure AI
Recognition · 5 State iAwards · 3 National Awards · 30+ AI Thought Leadership Events
Memberships · Institute of Management Consultants Australia
Languages · English · Malay · Mandarin · Tamil · Arabic
2025
Latitude Financial Services

AI Product Owner & Programme Director

Architected Latitude's enterprise-wide AI strategy, directing a 3× expansion in deployed AI use cases while cutting experimentation-to-production timelines by 60%. Chaired board-level AI governance and led the commercial case that unlocked over $20M in identified productivity, risk, and customer experience value. Achieved a 45% improvement in AI readiness scores and a 14-point NPS uplift across the organisation.

$20M+ value identified3× AI use case growth14pt NPS uplift
2025
Bendigo Bank

Practice Lead — AI Adoption & Implementation

Directed the design and institutional adoption of an agentic AI framework across three business divisions — achieving a 70% reduction in operational delays within regulatory boundaries. Led five cross-divisional strategy workshops that unlocked $3.2M in previously untapped dataset value and shaped compliant AI governance policy.

$3.2M value unlocked70% delay reduction50%+ lead conversion
2022–2025
GHD Digital

Practice Lead — Data, AI & Advanced Analytics

Originated and grew a $27M+ AI and data transformation portfolio across transport, sustainability, and government. Established GHD's AI Centre of Excellence, led 55+ MBB-style strategy engagements, and represented the firm at 30+ national AI leadership events. Recipient of 5 State iAwards and 3 National Awards.

$27M+ portfolio originated8 national awards35% efficiency gains
2025
Automobile Association of Singapore

Chief AI Officer (Interim)

Within 30 days: established enterprise AI governance, designed an agentic service strategy targeting 85% automation of tier-1 member inquiries, and delivered a board-ready EV infrastructure investment roadmap identifying 15 high-priority sites — securing immediate phase-1 budget approval.

15 priority sites identifiedBoard approval secured
2019–2022
KPMG (Global)

Senior Manager — Global Advisory

Led large-scale multi-stakeholder engagements across healthcare, government, and life sciences — including directing the Covishield vaccine production strategy with the Ministry of Health, India, coordinating 60+ stakeholders across four time zones to achieve 250M doses per month capacity.

250M doses/month$750K+ revenue generated
2015–2018
Bain & Company

Manager — Medical Technology Division (Global)

Managed M&A origination and commercial model development across global healthcare markets. Delivered a $7M+ mobile health platform on time and $379K under budget. Produced 55+ financial models and board-level strategic recommendations across 11 client engagements.

$7M+ platform delivered$379K under budget

Engagement Options

Choose your
path to outcomes.

Each format is designed around a different stage of organisational readiness. All three deliver the same commercial frameworks — at different depth and pace.

Group Cohort

Executive Program

$5K–$10K

Per executive · Next intake open now

  • All 10 executive modules
  • MBB-style frameworks and tools
  • Peer learning with senior executives
  • AI investment roadmap template
  • ROI measurement framework
Advisory Engagement

Advisory + Implementation

$30K+

Hands-on advisory alongside the program

  • Private program included
  • Embedded advisory throughout
  • Live implementation guidance
  • Board and stakeholder facilitation
  • Ongoing strategic advisory access

Apply Now

Take the first step
toward real ROI.

Tell us where you are. We'll show you where to go.

Complete this short application and we'll be in touch within 48 hours to discuss which engagement format is right for you and your organisation.

There's no commitment at this stage — just a conversation about where your organisation is with AI and where you want it to be.

What happens next: A senior advisor will review your application and reach out directly to discuss your situation, recommend the right program format, and answer any questions before you commit to anything.

By submitting, you agree to be contacted by the Drive AI Outcomes team. We don't share your details with third parties.

Application received.

Thank you — a senior advisor will review your application and be in touch within 48 hours.

In the meantime, feel free to explore the program details above or reach out directly at hello@driveaioutcomes.com

Investing in AI without
knowing how it will pay off?

That ends here.

Apply to join the next cohort → Enquire about a private engagement

driveaioutcomes.com