AI Discovery Insights for Consultants

Insights on AI transformation, discovery methodology, and consulting capacity for professional services firms.

Client Research Before Discovery Calls: How Automated Web Intelligence Stops You From Walking In Blind

Client research before discovery calls shouldn't take 45 minutes. Automated web intelligence gathers context, tech stack, and pain points in minutes.

Ed Krystosik
9 min read
Consultant reviewing AI implementation failure root causes during an audit diagnostic session

Your firm runs the same diagnostic every engagement. Or it doesn't, and your audit quality depends on which consultant happens to be on it. Here is the methodology infrastructure that fixes it.

Ed Krystosik
11 min read
How my team runs a client audit with Audity hero image

Here's the exact step-by-step process my team runs an AI transformation audit with Audity, from associate-led intake to lead consultant synthesis. Real workflow, real numbers.

Ed Krystosik
6 min read
Why boutique AI consulting firms get paid what they're worth in 2026 hero image

AI consulting is an $11B market growing to $91B. Boutique firms running $15K-$50K engagements are positioned to win. Here's why audit-led delivery with team-based execution changes the math.

Ed Krystosik
13 min read
How to Use an AI Audit for Lead Qualification: Turn Audit Into Revenue Before You Pitch

Stop being the only person at your boutique firm running audit calls. Learn how to use a paid AI audit to pre-qualify prospects so associates handle Tier 2/3 and your lead consultants only take Tier 1.

Ed Krystosik
8 min read
Consultant reviewing AI-generated ROI projections on a laptop, catching inflated numbers before client delivery

AI-generated financial projections optimize for plausibility, not accuracy. When the consultant's name is on the deliverable and the AI's isn't, human-controlled inputs aren't optional.

Ed Krystosik
10 min read
Why AI-Generated ROI Numbers Kill Consulting Deals (And What Human-Controlled Inputs Fix)

AI-generated ROI projections can undermine a $25K audit in one CFO meeting. Here's why human-controlled inputs protect your credibility and close the implementation deal.

Ed Krystosik
10 min read
AI ROI Calculator hero image

Your associates are shipping inflated ROI numbers under your firm's name. Here is the 7-input framework boutique AI firms use as the firm-wide standard so the partner never has to re-do the math.

Ed Krystosik
7 min read
AI Audit Pricing: What Boutique Consulting Firms Actually Charge

Your associates are leaving $200K on the table. Here's the pricing structure boutique AI consulting firms use to charge $15K-$50K per audit across multiple engagements in parallel.

Ed Krystosik
8 min read
Consultant reviewing an auto-generated PDF audit report on a laptop instead of manually formatting slides

Manual audit reports eat 10-15 hours of senior consultant time per engagement. Here's how automated PDF generation closes the gap between analysis and client-ready deliverable.

Ed Krystosik
10 min read
Consultant reviewing a polished AI audit PDF report on screen with no manual formatting steps
Ed Krystosik
10 min read