AI Labs by The Ops Toolbox
Trust & data handling
How engagements handle data, subprocessors, and intellectual property, so risk and legal can review before workshops.
What we deliver
- Written assessments, architecture reviews, and workshop facilitation
- Reference implementations and runbooks in your environment where scoped
- Playbooks, rubrics, and diagrams you can reuse internally
- Not: 24/7 operations, unlimited support tickets, or resale of model APIs
Data & confidentiality
- Client data stays in client tenants for pilots unless otherwise agreed
- NDA available before detailed technical review
- This public site uses seed/synthetic data in demos, not your documents
- Subprocessors limited to model providers you approve (Microsoft, AWS, OpenAI, Anthropic)
Security posture (engagements)
- Align to your IAM, private endpoints, and retention policies
- No training on your data via our use of commercial APIs (provider terms apply)
- Recommend content safety and human oversight for customer-facing channels
- Enterprise questionnaires supported during review engagements
IP & code
- Deliverables created for you are yours per statement of work
- Public portfolio patterns remain open for learning; custom work is separate
- We do not warrant example code fit for production without your review
Advise vs build
- Advise: assessments, reviews, roadmaps, eval design, governance workshops
- Build: pilot routes, integrations, schemas, scoped and handed off
- Your team owns production operations unless you engage separate managed services
Public interactive demos
- Demos illustrate patterns with synthetic data and mock backends — not production workloads
- Live endpoints require configured provider keys; unconfigured demos stay offline
- Requests are rate-limited and validated for size and shape to control cost and abuse
- User input is screened before model calls; high-cost flows have tighter limits
- Production still requires your authentication, tenant isolation, WAF, and provider-side safety controls
Next step
Plan your next pilot
Worked examples and decision guides you can run in reviews and pilots — an evidence base from The Ops Toolbox.
Prefer the web form? The Ops Toolbox.
- One workflow, clear metrics
- Your cloud, your keys
- Written handoff, not dependency