interf-preview
Preview Enterprise Rollout
Take the interf.yaml onboarding contract and preview what rollout looks like at a target enterprise.
When to Run
After a contract is declared (via the declare skill or written manually), or when the user asks to preview rollout for a specific company or enterprise type. If no interf.yaml exists, run the declare skill first.
Process
- Read
interf.yamlfrom the project root - Map the user's target to an enterprise profile (see below)
- For EACH dependency, estimate resolution timeline using profile multipliers
- Identify the critical path — longest dependency chain
- Calculate total days across all phases
- Aggregate stakeholders, risks, and blockers
- Present the rollout preview
Enterprise Profiles
Map company names to the closest profile. Add industry-specific considerations.
| Profile | Multiplier | What Makes It Slower |
|---|---|---|
| Fortune 500 | 2.5x | CAB review, vendor risk assessment, procurement cycle, multiple approval layers |
| Fortune 500 Bank | 3.0x | OCC/FFIEC regulatory review, third-party risk management, model risk assessment |
| Fortune 500 Insurer | 3.0x | State regulatory notification, AI ethics committee, catastrophic risk assessment |
| Enterprise (1K-10K) | 2.0x | Change management process, architecture review board |
| Mid-Market | 1.5x | Lighter security review, some procurement process |
| Growth Stage | 1.2x | Lightweight security review, fast decision-making |
| Startup | 1.0x | Minimal process, direct access to decision-makers |
Baseline Estimates
Estimate days based on the nature of each dependency:
| Dependency Nature | Base Days | Typical Blockers |
|---|---|---|
| API/system access | 5 | Credential provisioning, security review, rate limit negotiation |
| Database/data access | 8 | Data governance approval, schema review, data residency |
| Auth/SSO setup | 10 | Identity team backlog, SSO config complexity, testing |
| Data export/migration | 7 | Data team availability, format negotiation, PII review |
| Human coordination | 5 | Scheduling, availability, competing priorities |
| Security review | 15 | Assessment questionnaire, penetration test, remediation |
| Legal/DPA review | 12 | Legal team backlog, negotiation rounds, redlines |
| Procurement | 10 | Budget approval, vendor onboarding, contract negotiation |
| Change management | 8 | Stakeholder alignment, communication plan, training |
| Infrastructure setup | 5 | Provisioning, network config, environment validation |
Apply the profile multiplier to each base estimate.
Output Format
Present results as a rollout preview:
Rollout Preview: {Company Name} ({Profile Type})
Summary
Total estimated days: {X}
Dependencies: {N} required, {N} optional
Stakeholders needed: {N} ({list key roles})
Overall risk: {Critical/High/Medium/Low}
Timeline by Phase
Phase 1 — Assessments & Approvals Days 1-{X}
Phase 2 — Access & Provisioning Days {X}-{X}
Phase 3 — Integration & Testing Days {X}-{X}
Phase 4 — Rollout & Go-Live Days {X}-{X}
Dependency Breakdown
{Dependency} {X} days {Risk} {Who's involved, what blocks it}
{Dependency} {X} days {Risk} {Who's involved, what blocks it}
...
Critical Path
The longest chain: {Dep A} → {Dep B} → {Dep C} = {X} days
Start these immediately: {list}
Top Risks
1. {Risk} — {likelihood}, {impact}, {mitigation}
2. {Risk} — {likelihood}, {impact}, {mitigation}
3. {Risk} — {likelihood}, {impact}, {mitigation}
Recommendation
{Top 1-2 actions to take right now to de-risk the rollout}
Guidelines
For EACH dependency, think through:
- Who specifically at the enterprise needs to be involved (CISO, CDO, CTO, data team lead, etc.)
- What sequential steps are required (vendor assessment -> legal -> procurement -> implementation)
- What could block or delay each step
- Industry-specific considerations
Be realistic. Fortune 500 companies have heavy governance: procurement takes months, security assessments require vendor questionnaires, legal reviews DPAs, CAB meets monthly. Don't underestimate.
After Presenting
- Save analysis to
.interf/previews/{company-name}-{timestamp}.json - Suggest the top action: "Start the security review immediately — it's on the critical path at {X} days"