Run a 4 week governed AI sprint with Cal

Make AI useful in security and risk – safely. In one month, prove value on your data, inside your controls.

How the Sprint works

Week 1 — Define
Pick one high-impact use case (incident triage, audit pack, or threat brief). Set scope and data boundaries.

Week 2 — Connect
Cal links to your authorised sources. Nothing leaves your environment without approval.

Week 3 — Run
Your team queries Cal, compares to today’s workflow, and iterates. Every answer is grounded, cited, and logged.

Week 4 — Review
We measure outcomes, capture lessons, and agree next steps—assist → approve → (optionally) automate.

What you get

  • A working, governed Cal workspace on your authorised data

  • 10–15 mapped queries and visualisations for your use case

  • One audit-ready output pack (citations, timestamps, logs)

  • A short playbook: how to use Cal safely in your control room

  • Executive read-out with recommended next steps

What we’ll measure

  • Time-to-brief (mins)

  • Noise reduction / alert precision

  • Report completeness & consistency

  • % answers with citations (0 “black box” outputs)

Why Cal vs generic LLMs

  • Governed: Role-based policies, source allow-lists, human approvals

  • Grounded: RAG over your pre-approved corpora; must-cite policy

  • Visual: Maps, overlays, and schematics – not just text

  • Auditable: Full prompt/action logs and diff view of human edits

Put simply: Cal turns information into actionable, explainable intelligence.

What we need from you

  • A named sponsor and a practitioner lead (1–2 hrs/week each)

  • Access to approved sources (e.g., policies, public datasets, vendor feeds)

  • One 30-minute check-in per week

  • Optional: a redacted example brief/report for benchmarking

Typical team time: ~6–8 hours across the month.

11 + 10 =

Frequently asked questions

Is our data safe?
Yes. Cal operates with strict role-based access, logs every action, and only reads sources you approve. You can keep everything inside your environment.

How much IT effort is needed?
Minimal. We start with low-lift sources (approved documents and public authorised feeds). No invasive integrations needed for the sprint.

What does a ‘governed’ answer mean?
Every answer cites sources, shows timestamps, and is stored in an audit log. No opaque outputs.

Will we see maps and visuals?
Yes. Cal presents findings on maps/schematics with overlays – great for control rooms and exec briefings.

What if we decide not to continue after the sprint?
That’s fine. You keep the outputs and recommendations. No lock-in.

How much does it cost?
We’ll scope based on your use case and data boundary in the discovery call.

"SIRV helped us move beyond basic reporting into a system that actively supports decision-making". Les O'Gorman, Director of Facilities, UCB - Pharma and Life Sciences

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