Praeferre/Advisory/Enterprise AI Strategy & Roadmap
Advisory Services

Know which AI bets are actually worth making, and in what order.

Most enterprises don't lack AI ideas — they lack a way to compare them. We build the strategic layer that turns a long list of possible AI initiatives into a prioritised, sequenced, board-ready roadmap grounded in where AI genuinely changes your economics, not where it's easiest to pilot.

Focus areas: OPPORTUNITY MAPPING VALUE PRIORITISATION ROADMAP SEQUENCING BOARD ALIGNMENT
73%

of organisations use AI regularly, but only 10% say it's core to how the business operates

47%

believe AI is already capable of meeting today's business needs

22%

identify how their organisation operates — not the technology — as the primary barrier to AI success

Source: Publicis Sapient, 2026 Global Enterprise AI Report, based on a global survey of 1,550 AI decision-makers.

Opportunity mapping grounded in your economics

Opportunity mapping grounded in your economics

Every function can produce a list of places AI might help. Far fewer can say which of those would actually move a number the board cares about. We map opportunities against your specific cost base, margin structure and competitive position — not a generic industry framework — so prioritisation reflects your business, not a template.

The output isn't a hundred-line backlog. It's a short list you can defend in the boardroom.

  • Opportunity scoring tied to your actual cost base and margin structure
  • Cross-functional view that surfaces the highest-value bets, not just the loudest ones
  • A prioritised shortlist, not an exhaustive catalogue nobody will action
What this looks like in practice
01 · DISCOVER 02 · DESIGN 03 · VALIDATE 04 · SCALE
A roadmap sequenced for delivery, not just ambition

A roadmap sequenced for delivery, not just ambition

A strategy document that sits in a folder isn't a strategy. We sequence the roadmap against real delivery constraints — data readiness, governance maturity, workforce capacity — so what's promised in year one is actually deliverable in year one.

Each phase carries its own board-ready business case, so funding decisions can be made phase by phase rather than as one large leap of faith.

  • Roadmap phases sequenced against real data, governance and workforce readiness
  • A board-ready business case for each phase, not just the programme as a whole
  • Built-in review points to re-sequence as the technology and business context shift
Connected to your compliance posture
PRAEFERRE EVIDENCE BASE GRC Automation AI Data Protection Third-Party Risk DPO Service
How we work

A structured engagement, not an open-ended retainer

Every advisory engagement follows the same disciplined shape — grounded in your business, evidenced at every stage, and designed to hand over a system your team can run, not a dependency on ours.

STEP 01

Map

Identify where AI could genuinely change your cost base or competitive position.

STEP 02

Prioritise

Score opportunities against value, feasibility and delivery readiness.

STEP 03

Sequence

Build a phased roadmap that respects real data and governance constraints.

STEP 04

Govern

Set review points so the roadmap adapts as conditions change.

Start your compliance journey

Talk to our advisory team about enterprise ai strategy & roadmap

A short discovery call is enough to map where this engagement would create the most value in your organisation.