DevOps
A high-capability craft held back by change control.
Which of this industry’s roles AI can actually take — the real number, the skills behind it, and what the freed-up time is worth. Shared in a briefing, not sold as a download.
Shares its modal constraint with Washington Real Estate, Accounting, Law Firms and Wealth Management.
- The constrained AI-exposure rate — what the top-ten roles can actually give up once the industry’s real constraints hold
- The ten-skill bundle scoped to that industry, each with its handoff artifact at the fence
- The freed-time savings model and what the bundle is worth at your role mix
- Where the fence sits — the physical, regulatory, liability or trust limit that holds the number down
A note on rigor: exposure is freed task time valued at wage — redeployable to relationship, judgment and new work, never a headcount forecast. Figures carry a stated uncertainty band, and nothing in the briefing is described as proven. Pricing is discussed on the call.
Washington Wineries
Time given back around a physical core the model never touches.
Request the briefing Physically gated · WAAUTO-001Washington Auto Dealerships
The floor is physical; the F&I desk behind it is where the exposure sits.
Request the briefing Relational core · DMA-001Digital Marketing Agencies
Research, drafting and reporting are open; discovery and trust are not.
Request the briefing Licence-fenced · WARE-001Washington Real Estate
A licence-and-trust lattice — and the desk work underneath it.
Request the briefingIn collaboration with the Barry Hurd Intelligence Lab.