AI & Data Strategy
Your board is asking about AI. “We’re piloting” is not an answer.
Buying an AI tool is easy. Deciding which few workflows are worth changing, whether your data can support them, and what your board, auditors or examiners will ask when something goes wrong is the actual work. Nova Group helps you make those calls, with no platform to sell you.
When this fits
When experiments outrun direction.
Staff are already pasting customer or member data into public AI tools, and no one has said whether that's allowed.
Three departments are piloting three different tools, and nobody can say which one is working.
A vendor is pitching an AI upgrade and you can't tell whether it's worth the price increase.
Your risk committee has either banned AI or has no idea where it's being used.
The engagement path
Find the workflows worth scaling.
Agree what AI is for
Set the business outcomes, the risk appetite and the rules for customer and financial data before anyone buys another tool.
Pick the workflows worth changing
Score candidate uses on value, feasibility, data readiness, disruption and risk, then cut the list to the few worth funding.
Build the path to scale
Define the policy, data fixes, training and measures the chosen uses need to scale safely, with implementation responsibilities agreed in the scope.
Concrete outputs
What you’ll have in hand.
Clear decision rights
What Nova Group owns, and what stays with you.
Nova Group owns
- AI readiness and maturity assessment
- Use-case shortlist and the business case for each
- Governance aligned to the NIST AI Risk Management Framework
- Data and operating-model roadmap
The client owns
- Business-process expertise
- Risk appetite and policy approval
- Data stewardship participation
- Implementation ownership unless separately scoped
Practical questions
Questions CEOs ask first.
Will you try to sell us a platform or an implementation team?
No. Nova Group has no reseller relationships and takes no referral fees, so the recommendation isn't shaped by what gets billed next. When you need a builder, we'll help you scope the work and choose one you contract with directly.
Is governance only for regulated companies?
No. Any company whose staff put customer data, contracts or financials into an AI tool needs rules for it. The guardrails are sized to your risk, not copied from a bank.
Where do we start if our data isn't ready?
With the uses that don't depend on it, while the data problems are fixed in order of what they unlock. Poor data changes the sequence, not whether you start.
Start with the situation
Is AI & Data Strategy the right fit?
Start with a short call about what’s in front of you. You’ll leave knowing whether it calls for interim, fractional or one-off help, and what we would do first.
Start a conversation