Most people I talk to show up with the same four problems.
Too many directions. No clear picture of who their best customer is. No repeatable system to capture value from them. And revenue is concentrated in two or three accounts with nothing behind them.
That is not a capability problem. That is an intelligence problem.
Here is what changes it.
Gallup just confirmed that half of U.S. workers now use AI on the job. The number was 19% two years ago.
But here is the stat that changes your business this week:
70% of AI-trained employees stop using the tools within 90 days.
Companies are spending. Employees are overwhelmed. And the gap between "we bought the tools" and "our people actually use them" is where your next opportunity lives.
THE SHIFT NOBODY IS NAMING
Most consultants saw the Gallup report and thought: more demand.
They are right. But they will find out after the ink dries that the company acted on the intelligence before them.
Here is what the data shows.
AI adoption is uneven. Technology workers are at 75%+ usage. Finance and professional services: nearly 60%. But across all industries, only 1 in 10 employees strongly agrees that AI has transformed how work gets done in their organization.
That gap between access and actual transformation is the market.
And the companies that feel it most are telling you.
They are posting AI training roles. They are adding "AI implementation" to job descriptions that did not have it six months ago. They are standing up internal task forces with no clear mandate.
AI training budgets were cut 18% in the second half of 2025, even as AI tool spending rose 23%.
Companies are buying more and teaching less. They know they have a problem. They are hiring for it because they cannot solve it from the inside.
That is your window. Every one of those moves is a signal.
The question is whether you have a system running for you to read them.
HOW IT WORKS IN PRACTICE
One of my new Score clients runs an organizational performance company specializing in Great Place to Work (GPTW) consulting and change management.
Active contracts with large companies, a track record most consultants would envy.
What she did not have: a system that found companies with a workplace problem before they went to bid.
She built the GPTW Lead Engine. Her Digital Employee monitors the Great Place to Work certified company list every week.
It flags any company that appeared on the prior year's list and dropped off the current one.
Lost certification is a signal. It means an active, unfunded pain that leadership is already feeling. No one in her market was watching for it. So she built the system that does.
She is not searching for leads. She is receiving them.
When the Gallup report dropped 50% of employees using AI, only 1 in 10 said it transformed how their organization works, which is the same signal.
Different sector. Same logic.
The companies posting AI training roles today are telling you what the GPTW drop-offs tell Tiffany: they have a problem they cannot solve from the inside, and they are ready to pay someone who can.
You do not need to find them. You need a system that finds them for you.
THE FORMULA
Gallup Data (50% adoption) + Training Gap (70% drop-off rate) + Hiring Signal (new AI roles posted) = Organizations that need what you know and are ready to pay for it.
The hiring post is the bridge between the capital event and your expertise. You do not need to cold pitch into the dark. You need to read the signal before the window closes.
The question you must answer is how the signal applies to your work.
YOUR THREE-STEP ROADMAP
Step 1: Find the signal in your sector. Open Indeed (ChatGPT and Claude have Indeed connectors). Search "AI training," "AI implementation," or "digital transformation" in your two core industries, posted in the last 30 days. What comes back is your prospect list of organizations that have already moved past denial. You can expand the search with titles and roles specific to your work.
Step 2: Score the opportunity. Cross-reference with grant databases. Organizations that are posting AI roles AND have received recent workforce or innovation funding are double-qualified. They have the money, they must spend. Those conversations close faster.
Step 3: Build the system that runs this without you. A Lead Scout Digital Employee monitors Indeed, flags new postings in your sector, and surfaces them to you weekly. You stop searching. You start responding. The window was always open. You just needed the system to show you where it was.
THE THINKING SHIFT
50% of employees using AI does not mean the work is done.
It means the gap will become increasingly obvious over time.
The people who capture this moment are not the ones who saw the Gallup report.
They are the ones who had a system in place to watch for the signal before anyone posted a job requisition, an RFP dropped, or a contract was awarded.
You are qualified for opportunities you have never heard of.
You have two choices:
1. Develop your own system to do this.
2. If you'd rather speed up the process of finding your next market with a digital employee.
You can find your start with THINK by answering one question.
Marvin
Sources: Gallup Workplace AI Report Q3 2025 · HR Dive AI Training Effectiveness · Metaintro Worker Survey 2026