Guided modules for decision makers.
Each path is designed for a 10–15 minute executive briefing with clear outputs, controls, and decisions.
LLMs in 15 minutes (exec view)
What it is, what it is not, and the minimum controls for approval.
Agenda
- 3 min: What it is / isn't
- 6 min: Risk zones + controls
- 4 min: Approval decision
Modules
- AI capabilities and limits
- Risk zones and data classification
- Approval checklist
Outputs
- Decision: allow/limit/prohibit for public data use
- Control: minimum guardrails checklist
Where data leaks happen
How prompts, logs, and metadata create exposure even at scale.
Agenda
- 4 min: Leak pathways
- 6 min: Examples + rewrites
- 4 min: Required controls
Modules
- Prompt as outbound data
- Metadata exposure
- Redaction and DLP patterns
Outputs
- Decision: what must be blocked
- Control: redaction + logging requirements
Senior developer operating model
How to run AI-assisted delivery with accountability and evidence.
Agenda
- 5 min: Operating model
- 5 min: Guardrails
- 5 min: Evidence + review
Modules
- Intent and constraints
- Draft and redirect loop
- Audit-ready evidence
Outputs
- Decision: approved operating model
- Control: review and evidence steps
Controls that auditors care about
What must exist for defensible AI usage in regulated work.
Agenda
- 4 min: Required artifacts
- 6 min: Logging/retention
- 4 min: Vendor controls
Modules
- Use-case registry
- Logging and retention
- Vendor risk controls
Outputs
- Decision: audit-ready control set
- Control: registry + retention requirements
Deployment options
Public SaaS vs private tenant vs on-prem vs air-gapped.
Agenda
- 4 min: Deployment tiers
- 6 min: Risk by tier
- 4 min: Decision matrix
Modules
- When public SaaS is acceptable
- Private tenant requirements
- Air-gapped caveats
Outputs
- Decision: approved deployment tier
- Control: tenancy + access requirements
Measuring ROI without fantasy metrics
Tie productivity to verified outcomes, not anecdotes.
Agenda
- 5 min: Baselines
- 5 min: Measurement model
- 5 min: Reporting cadence
Modules
- Baseline current effort
- Measure cycle time reduction
- Track quality and rework
Outputs
- Decision: ROI measurement plan
- Control: quality + rework tracking