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Engineering
Marketing
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Finance
HR / Ops
AI readiness audits
When AI touches everything,where do you start?
We combine interview agents with benchmark data from thousands of real use cases to find and rank your AI opportunities across the whole company.
AI planning groundedin real-world data.
A readiness audit shows a company where AI will pay off. Interview agents reach far more of your people than a consulting team could, and every finding is checked against what similar companies have already tried.
Validate
PROF. SERVICESMANUFACTURINGHEALTHCAREE-COMMERCEFINANCIAL SERVICES
4,800+ use casesDeliver
AI ROADMAP
Executive summary
Action plan
Top use cases
Leaders aren't buying better tools.They're building better systems.
The companies pulling ahead are not winning on prompts. They have built systems that turn individual AI use into company-wide capability. Those systems look different everywhere, but the dimensions we score to find yours are the same every time.
Coordination Layer
What it isA system that makes individual AI outputs add up across the company instead of splitting into disconnected workflows.
How it worksAn internal catalog where one team's AI workflow becomes every other team's starting point.
Primary dimension scored
Systems
Context Engine
What it isA system that gives AI lasting company memory by default, so it never starts from an empty context window.
How it worksMemory pipelines that mine past sessions and sync internal tools every night into a shared knowledge layer.
Primary dimension scored
Data
Operational Harness
What it isA system that wraps AI use in day-one infrastructure, so using it becomes the easiest path.
How it worksPre-configured workspaces on day one, single sign-on into the full tool stack, and integrations that repair themselves.
Primary dimension scored
Deployment
Skill Propagation
What it isA system that turns one person's breakthrough into everyone's starting point, so capability compounds.
How it worksAn AI guide that shows a new hire the skills most likely to matter to them on their first day.
Primary dimension scored
People
Embedded Governance
What it isA system that puts guardrails inside the work itself instead of adding compliance as a separate gate.
How it worksPolicy checks that run inside agent workflows, so enforcement happens where the work happens.
Primary dimension scored
Governance
Outcome Discipline
What it isA system that ties AI spending to business results in real time, so leaders can tell growth from theater.
How it worksContinuous measurement of AI impact against revenue, customer outcomes and new-business signals, not vanity metrics.
Primary dimension scored
Outcomes
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Dimension AnalysisSample output
| Deployment | Systems | Data | Outcomes | People | Governance | |
|---|---|---|---|---|---|---|
| Engineering | 4.1 | 4.4 | 3.6 | 3.2 | 3.1 | 3.5 |
| Sales | 3.5 | 2.6 | 2.4 | 3.9 | 2.8 | 2.2 |
| Marketing | 3.4 | 3.1 | 3.5 | 3.6 | 3.2 | 2.6 |
| Operations | 2.8 | 2.2 | 2.1 | 2.4 | 2.6 | 3.1 |
| HR | 2.1 | 1.8 | 1.6 | 2.2 | 3.6 | 2.8 |
1.05.0
How it works
Interview technology and a proprietary use case benchmark, turned into an AI plan you can act on.
Capture
Interview agents that scale
Our interview agents talk with a wide cross-section of your company, at each person's convenience. You reach far more people than human consultants could, in a fraction of the time.
- Interview hundreds of employees across every department
- Find hidden bottlenecks and unofficial AI use
- Capture what never shows up on an org chart
INTERVIEW AGENT · FINANCE
Walk me through the last time month-end close ran late. Where did the time go?
Reconciling vendor invoices against three systems. I paste them into ChatGPT, but only on my personal account.
That is useful. Roughly how many hours a month does that take across your team?
Around forty.
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Proprietary AI use case database
Every opportunity is benchmarked against more than 4,800 active use cases across 11 industries, built from thousands of structured interviews and the conversations behind The Bootcamp Brief.
- Check ideas against real market data, not theory
- See which use cases actually return money
- Draw on more than 1,100 practitioners
TechnologyProf. ServicesFinancial ServicesHealthcareEducationManufacturingE-commerceGovernmentEnergyLogisticsHospitality
Scale
Multi-audit company mapping
Running several audits at once gives leaders a view of the whole company and moves AI past isolated pilots.
- Find shared opportunities across teams
- Map where culture will help or block adoption
- Cut duplicate projects across business units
Dimension AnalysisSample output
| Deployment | Systems | Data | Outcomes | People | Governance | |
|---|---|---|---|---|---|---|
| Engineering | 4.1 | 4.4 | 3.6 | 3.2 | 3.1 | 3.5 |
| Sales | 3.5 | 2.6 | 2.4 | 3.9 | 2.8 | 2.2 |
| Marketing | 3.4 | 3.1 | 3.5 | 3.6 | 3.2 | 2.6 |
| Operations | 2.8 | 2.2 | 2.1 | 2.4 | 2.6 | 3.1 |
| HR | 2.1 | 1.8 | 1.6 | 2.2 | 3.6 | 2.8 |
1.05.0
A use case dataset builton a daily AI audience.
AI Bootcamp produces The Bootcamp Brief, a daily show for leaders putting AI to work. Combined with thousands of structured interviews across hundreds of companies, that audience feeds a use case dataset built for decisive, data-driven AI planning.
4,800+Active AI use cases
1,100+Practitioners surveyed
11Industries covered
Ready to map yourAI opportunities?
Schedule a discovery call to see how a readiness audit moves your company from guessing to knowing.
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