AI Digital Transformation: The 90-Day Roadmap for Mid-Market Enterprises
A field-tested 90-day roadmap to drive digital transformation with AI — the sequence, the team shape, the budget envelope and the metrics that prove value before month six.
Mid-market enterprises do not have IBM's budget or a 200-person AI team. What they do have is the ability to move fast and pick the right 90-day bet. This is the roadmap we use with clients to drive AI digital transformation without boiling the ocean.
Day 0–14: Pick the bet
- Run a 5-day value-mapping workshop (8 functions, 3 priority use cases)
- Score by impact, data readiness and risk
- Lock one use case. One. Not three.
Day 15–45: Foundations, then MVP
- Stand up cloud landing zone, identity, data plane
- Ingest the data the use case needs — nothing more
- Ship a grounded MVP behind a feature flag
Day 46–75: Pilot with real users
- 20–50 named users, weekly metric reviews
- Red-team prompts, lock down retrieval
- Instrument observability and cost from day one
Day 76–90: Decide to scale or kill
If the use case hits its leading indicator, fund the next two. If not, kill it and pick another. The discipline of 'decide to scale or kill' is the most under-rated part of corporate digital transformation.
What it costs (honestly)
For a Hong Kong mid-market enterprise, a first-use-case AI digital transformation program typically runs HK$1.2–3.5M end-to-end (cloud, models, integration, change). The first ROI signal usually lands in month 4.
FAQ
Do we need to replace our ERP to do AI digital transformation?
No. Most wins come from AI sitting alongside core systems, not replacing them. Plan a clean API layer and let AI consume from there.
Is Azure OpenAI the only option?
No. We are vendor-neutral. Azure OpenAI, DeepSeek, Dify, VolcEngine, HiAgent and open-source are all on the menu — the choice is driven by data residency, cost and capability needs.
Ready to apply this to your business?
Get a tailored roadmapApply this to your business
Tell us your industry and your hardest operational problem. We will come back within one business day.
Start a conversationResurrect Technology (Hong Kong) · Central District, Hong Kong