Pillar guide
AI for Advisory Firms
Most AI adoption guides are vendor brochures. This one is the operator's playbook.
Where AI works
AI shines at data prep, draft writing, anomaly detection, and structured analysis. These are the high-volume, low-judgment tasks that consume analyst hours.
Where AI fails
Anywhere the right answer depends on context AI can't see — client politics, owner psychology, off-system context. Don't let AI make the call there.
Rollout sequence
Start with one productized deliverable (monthly report). Get it dialed. Then expand to meeting prep, then to scorecards. Don't try to AI-ify everything in week one.
FAQ
What about hallucinations?
Ground every output in source data and require human review on anything client-facing. ADK Intel wraps every AI prompt with US GAAP/IRS guardrails.
What's the right first AI-led deliverable to roll out?
Monthly report. It's the most repeated, highest-leverage, and easiest to validate. Get it dialed before expanding to scorecards or meeting prep.