Operations & Automation Roadmap.
2–4 weeks · executive deliverable
For executives and founders who need a clear-eyed plan for where automation and AI create leverage inside their operation, and where they absolutely don't.
- Diagnostic
- Workflow audit · system mapping · friction inventory
- Output
- Prioritized roadmap · ROI thesis per initiative
- Cadence
- Weekly working session · async between
- Best for
- Operators considering their first serious automation investment
Start a conversationAgent Build & Deployment.
4–8 weeks · shipped agent
A working agent or workflow engine shipped into your operations. Not a prototype, not a slide. Targeted at one bottleneck, instrumented, and accountable to real numbers.
- Scope
- One workflow · one agent · one measurable outcome
- Deliverable
- Production agent · runbooks · ops handoff
- Examples
- Audit automation · intake routing · reporting · QA loops
- Best for
- Ops teams ready to ship, not study
Start a conversationAIOps Framework.
8–12 weeks · long-form architecture
For organizations who want to convert operational data into real-time intelligence, and build the dashboards, signals, and escalation paths that come with it.
- Scope
- Multi-system instrumentation · data pipelines · live dashboards
- Output
- Working framework · team training · 90-day adoption plan
- Origin
- Distilled from a 1,300-room property and a self-hosted AI ops stack
- Best for
- Mid-market & enterprise operators
Start a conversationFractional Operations Architect.
Ongoing · retainer
For founders and operators who want me in the room (weekly, monthly or async) as their thinking partner on systems, automation, and team architecture.
- Cadence
- Weekly 1:1 · async Slack · monthly review
- Focus
- Systems · automation · hiring · org design
- Commitment
- 3-month minimum · rolling thereafter
- Best for
- Founders scaling from chaos to architecture
Start a conversation