Free Operator's Brief
AI won't fix broken IT. It'll expose it.
Sixty percent of AI projects will be abandoned by 2026 — Gartner. Only 12% of firms have data that's actually AI-ready — Informatica. The problem isn't the model. It's the four structural gaps between the software and your shop floor — and every quarter you wait, the leak compounds. This brief quantifies it and shows the exact sequence to fix it.
Asset 01 · Infographic
AI Won't Fix Broken IT — at a glance
One-page visual: 60% abandonment stat, four warning symptoms, the three-layer fix. Screenshot-ready for a leadership meeting or Slack thread.
Share or download
Asset 02 · Operator's Report
The Cost of AI on Broken IT
4-page PDF written for mid-market operators: the diagnosis behind the four foundation gaps, the $186K/yr worked example, and the 90-day sequence to close them. No email required.
CORE12 · AN EXECUTIVE BRIEF
THE COST OF AI ON BROKEN IT · 2026
AI won't fix
broken IT.
It'll expose it.
60%
AI projects abandoned by 2026
12%
firms with AI-ready data
3 min
to your AIQ Score
The 7 symptoms
Three or more, and your AI investment is already leaking.
Each symptom carries a measurable dollar cost. Read them, then run the AIQ Score to benchmark your foundation against Southeast mid-market peers — and get a numeric grade on the four inputs that actually predict AI ROI.
SYMPTOM 01
The tools were bought. The foundation wasn't ready.
Cost: $80K–$200K/yr in unrealized license value. Renewals compound the spend.
SYMPTOM 02
Your data lives in four systems that don't talk.
Cost: AI answers on partial data — confidently. Wrong decisions ship faster than right ones.
SYMPTOM 03
There's no written policy on what employees can put into a prompt.
Cost: Client data, IP, and financials are already being pasted into consumer models. Compliance exposure is growing silently.
SYMPTOM 04
Every "AI-assisted" task is a manual copy-paste round trip.
Cost: 6–12 hrs/employee/week evaporating into the browser tab. That's not automation — it's a slower workflow with a subscription.
SYMPTOM 05
AI use cases were picked by whoever was loudest.
Cost: The workflows that would actually move margin never got prioritized. You're automating trivia.
SYMPTOM 06
Your IT foundation was built for 2015, not for AI-grade compute or security.
Cost: Aging endpoints, flat networks, no identity governance, no MDR. AI works — until security catches up.
SYMPTOM 07
Nobody measured a baseline, so nobody can measure a return.
Cost: You can't say what AI saved you last quarter. Neither can your CFO. That's an instrumentation problem, not an AI problem.
The structural fix isn't more AI. It's a diagnosis, then a sequence.
Every mid-market firm stuck in AI limbo is missing at least one of three layers. Core12's Managed Intelligence Provider model runs them in the only order that ships: Foundation, Protection, Intelligence.
Foundation
Modern endpoints, clean identity, connected data, monitored networks. The floor AI stands on.
Protection
Zero Trust, MDR, written AI policy, compliance-aligned governance. The guardrails AI needs to be safe in production.
Intelligence
One workflow rebuilt end-to-end. Measured against a baseline. Reported as a P&L line, not a slide deck.
Start with the number
Get your AIQ Score.
Three minutes. Eight questions. Instant report on where your AI investment is leaking and which structural fix moves the needle first. No sales call.
Run the AIQ Score3 min · 8 questions · instant report · no sales call