Operator-grade AI strategy

AI; what it is, what works, and what breaks in any business.

Most owners are sitting with the AI question. Most don’t have a substantive answer that respects how their business actually runs. We do.

We help operators map what AI is in their business, what’s actually working, and what’s quietly breaking when AI gets layered on top of accidental process. No tool-selling. No transformation pitch.

DEMO AI triages inbound
Inbound
AI sorts
Routed
→ Auto-reply
→ Auto-reply
→ Auto-reply
⚑ For you
Request
“Can you confirm pricing on the rush order?”
AI drafts
Draft ready
Draft response
Drafted · 2 pieces flagged for you
Same email · AI decomposes into pieces · 3 routine, 2 commercial
Lead time
Surcharge %
Contact info
Discount tier
Payment terms
✓ AI handles routine · 3 pieces ⚑ Your judgment needed · 2 pieces
You decide
Approve · 15% expedite
AI captures
Logged with rationale
When11:42 AM PT
WhoJ. Smith
WhatApprove · 15% expedite
WhyStrategic account · capacity available
AI in your business: triage, draft, flag, capture. The structure underneath is what we do.
Now get specific

Pick your role and vertical. See three moves we’d actually recommend.

Three concrete moves per pick. Honest about what each requires from your business.

I’m a…
In…
Pick a vertical above to see your three moves.
Owner is pre-selected. Switch role if it fits you better.
What breaks

AI on top of accidental structure is chaos at scale.

If you haven’t architected the structure underneath your operation, AI will not serve you outside narrow use cases. AI amplifies whatever structure is already there. Coherent operations get five to ten times more leverage. Incoherent ones get five to ten times more chaos.

AI on accidental structure
Many fast-moving parts, no shared logic. AI amplifies the noise. Five to ten times more chaos.
AI on Wade Intel structure
Fewer parts, connected by clear rules. AI travels the structure. Five to ten times more leverage.

“Structure” is unsexy. Naming what the work is about. Writing the rules. Mapping the decisions. We’ve done it for lenders and adjacent operators. We publish the framework free.

Want the longer take?

For the longer answer, in 5 minutes.

What AI actually does inside an operation. Why structure matters when AI lands. Why the operators who do this work now are buying out the ones who don’t. Free, no email gate.

Three ways to work with us

Free framework. Self-serve toolkit. Engagement when you want help.

Start free. Upgrade when you want more. Hire us when you’re ready to build.

Free
Framework + Tools
$0. Open source, no email gate.
  • 5-concept framework on GitHub. Apply to any operation.
  • Stack Audit, Tech Spend Calculator, Ask Wade Intel. Self-serve.
  • AI-Readiness Self-Assessment. Get your score in three minutes.
  • Wade School essays. Monthly, deeper reading.
Biweekly newsletter
Read the newsletter →
No signup required for tools. No paywall on the framework.
When you want help
Engagements
$30K-80K+ · scoped per engagement
  • Methodology Assessment. Map your stack, find gaps, prioritize. $30-50K.
  • Implementation Lead. Run a workstream as architect-coordinator. $40-80K.
  • Advisory Retainer. Embedded methodology + AI advisory. $7.5-15K/mo.
  • Deepest in lending + insurance. Adjacent verticals at standard rates.
Currently working with private credit + mortgage operators.
Higher-altitude reading at the Wade School: state change, AI commoditization, proprietary data, durable knowledge, chemistry of trust, modular addition. Monthly cadence, slower pace, deeper takes. Read at Wade School →
Who we’re not for
staff augmentation full implementations vendor reselling pure AI tool reviews methodology-as-slide-deck consulting

If something here connected, talk to us.

No deck. No pitch sequence. Forty-five minutes.

Email Zach →