diff --git a/docs/presentations/nova-no-humans-platform.html b/docs/presentations/nova-no-humans-platform.html new file mode 100644 index 0000000..cc8c50d --- /dev/null +++ b/docs/presentations/nova-no-humans-platform.html @@ -0,0 +1,796 @@ +Nova — The No-Humans Infrastructure Platform
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Nova — The No-Humans Infrastructure Platform
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Nova — The No-Humans Infrastructure Platform

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Shifting from Operational Overhead to Strategic Value

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v1.17 — Strategic Direction, Leadership Metrics & Unified Story

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Act %{page}/5 — v1.17
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Nova — The No-Humans Infrastructure Platform
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Slide 1 — Arc Preview

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This deck proves Nova is the no-humans infrastructure platform — and shows you the metrics that make the claim defensible.

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Today: 18 capabilities verified, 0 consumer estates in production.

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The 5-act arc:

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  1. Problem — why the operator is the bottleneck
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  2. Vision — Nova's strategic direction (NORTH_STAR)
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  3. How — the pipeline, Decision Ledger, attestation gates
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  4. Proof — grounded metrics that make the claim defensible
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  5. Roadmap — deferred metrics with unblock paths + the ask
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Benefit: you leave knowing which claims are proven today, which are pipeline-ready, and which are deferred with a documented unblock path — no marketing, just grounded evidence.

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Nova — The No-Humans Infrastructure Platform
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Slide 2 — The No-Humans Imperative

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Why the operator is the bottleneck — and why removing them from operations (not accountability) is the imperative.

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  • The cost of humans-in-the-loop: L1/L2 ops hours, escalation latency, the trust gap
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  • The operator is the bottleneck: provisioning takes days, not minutes
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  • The attestation model: autonomy in operations, human at stage gates
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  • Cites docs/NO_HUMANS_THESIS.md
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Benefit: you now know the problem framing — autonomy in operations, human at stage gates, is the path forward.

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Nova — The No-Humans Infrastructure Platform
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Slide 3 — Nova's Vision

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Infrastructure operations become invisible. Every environment provisioned, every incident healed, every risk remediated — by an autonomous system whose trustworthiness is provable, not promised. Human attestation remains required at stage gates — QA signs off for production, SRE greenlights based on operational readiness — but the operator is never in the loop of normal operations.

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  • Autonomy in operations, not in accountability
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  • Cites docs/NO_HUMANS_THESIS.md
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Benefit: you now know the destination — invisible operations with provable trust, not promised trust.

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Nova — The No-Humans Infrastructure Platform
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Slide 4 — Strategic Objectives + Anti-Goals

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4 Strategic Objectives:

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  1. Zero-touch operations — autonomy as the default, not the demo
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  2. Provable trust in AI decisions — Decision Ledger, confidence scoring, circuit breakers
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  3. Compounding, quantifiable ROI — each quarter must reduce spend, free hours, avoid downtime
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  4. Default substrate for agentic consumption — the platform AI agents reach for first
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5 Anti-Goals (what Nova is NOT):

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  1. Not a hyperscaler competitor
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  2. Not a general-purpose AI platform
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  3. Not removing humans from accountability
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  4. Not for legacy, untagged, or freeform infrastructure
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  5. Not sold to operators
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Benefit: you now know the scope boundaries — Nova is purpose-built for infrastructure operations, sold to leadership on outcomes.

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Nova — The No-Humans Infrastructure Platform
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Slide 5 — 12–18 Month Targets

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Current-milestone targets (grounded/derived):

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DomainTargetStatus
MTTR (p95)< 60sgrounded
Cloud Spend Reduction≥ 25%partial (CUR deferred D-096)
L1/L2 Ops Hours Avoided≥ 70%derived (N internal runs)
Platform ROI≥ 250%derived (formula; N=0 caveat)
Decision Ledger Coverage100%grounded
Attestation Coverage100%grounded
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Post-Pilot targets (pipeline grounded; 0 consumers today):

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DomainTargetStatus
Touchless Resolution Rate≥ 99%partial
Human Escalation Frequency< 0.1%partial
AI Decision Accuracy≥ 99.5%partial
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Deferred: Predictive vs Reactive ≥3:1 Planned · Drift Auto-Reversal ≥95% Planned

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Benefit: you now know the destination numbers — and which are measurable today vs deferred honestly.

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Nova — The No-Humans Infrastructure Platform
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Slide 6 — The Platform Pipeline

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How intent becomes verified infrastructure without an operator.

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Contract → Resolver → Adapter → Terraform Plan → Checkov (Policy) → Confidence Signal → HITL Gate → Apply → Evidence

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  • Dev: autonomous (no HITL gate)
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  • qa/prod/dr: attested (human sign-off required)
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  • Grounded in run_platform.sh + contract_resolver.py + confidence_signal.py
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Benefit: you now know the path from intent to evidence — and where the human appears (stage gates only).

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Nova — The No-Humans Infrastructure Platform
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Slide 7 — The Decision Ledger

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Every AI decision captured with confidence, alternatives, and outcome.

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  • outbox_writer.py → SQLite append-only hash-chain table
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  • ai.decision.made: decision_id=run_id, chosen_action=band, confidence=score, alternatives=perInput, human_override=HITL block
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  • attestation.recorded: qa/prod/dr sign-offs
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  • D-121, D-122, D-132. Honors D-083 (no S3 Object Lock/JWS — local hash-chain)
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D-122 honesty: Nova's "AI" is the confidence-gated policy engine (confidence_signal + HITL gate), not an LLM planner. The Decision Ledger captures this real decision path — not a fabricated "AI agent."

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Benefit: you now know why 'autonomous' is defensible — every decision is immutable, queryable, and accountable. And you know exactly what 'AI' means here: a confidence-gated policy engine, not a black-box LLM.

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Nova — The No-Humans Infrastructure Platform
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Slide 8 — The 8-Concern Attestation Matrix

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Designed controls that keep humans at stage gates.

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ConcernEnvFreshnessType
functional_correctnessqa24hoperator-supplied
performance_baselineqa7doperator-supplied
security_postureqa24hoperator-supplied
operational_readinessprod30doperator-supplied
incident_responseprod90doperator-supplied
capacity_costprod30doperator-supplied
resilience_dr_drillprod180doperator-supplied
dr_region_deploydr180doperator-supplied
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  • Offline-testable concerns run for real; operator-supplied concerns accept signed evidence
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  • Separation-of-duties on prod
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  • Grounded in attestation_matrix.py + hitl_gates.py
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Benefit: you now know the gate model — autonomy in operations, human in accountability, by design.

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Nova — The No-Humans Infrastructure Platform
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Slide 9 — Telemetry Architecture

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How Nova instruments itself — CloudEvents envelope, cold store, PowerBI export.

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Platform → CloudEvents 1.0 → metrics/events.jsonl + metrics/decision_ledger.db + metrics/runs/ → Collector → metrics/nova_metrics.db (SQLite cold store) → metrics/powerbi/ (CSV/JSON) → PowerBI

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  • D-120 (Nova-native), D-125 (hybrid), D-126 (cold-only)
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  • Planned: Hot-path (live ops dashboard) — D-126
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Benefit: you now know that every metric in this deck is traceable to a real emitted event — the architecture IS the trust substrate. When a CFO asks 'where does this number come from?', the answer is a file path, not a Slack thread.

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Slide 10 — Capability Health + Confidence Distribution

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Grounded proof: capability health and confidence distribution from real runs.

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StatusCount
Verified18
Skipped4
Broken0
Decayed0
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  • 4 Skipped = live-AWS caps (CAP-013..016), honestly skipped (D-096 teardown), not a failure
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  • Source: .ciagent/REGRESSION_REPORT.json
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Benefit: you now know the platform is verified — 18 capabilities pass, 4 are honestly skipped, 0 broken.

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Nova — The No-Humans Infrastructure Platform
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Slide 11 — Decision Ledger + Attestation Coverage

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Trust metrics — both 100%.

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  • Decision Ledger Coverage: 100% of platform runs emit ai.decision.made with outcome backfill
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  • Attestation Coverage: 100% of prod/dr promotions attested by a human
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  • AI Decision Accuracy: decisions not followed by apply.failed/incident within 5min
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  • Trust snapshot: metrics/TRUST_SNAPSHOT.md with chain-integrity verdict
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  • Planned: Tamper-Evident Ledger Checkpoints (D-083)
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Benefit: you now know the trust is provable — not a marketing claim, a queryable record.

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Nova — The No-Humans Infrastructure Platform
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Slide 12 — Zero-Touch Efficiency

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Touchless resolution, human escalation, and MTTR.

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  • Touchless Resolution Rate: runs without operational HITL block ÷ total (attestation gates excluded)
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  • Human Escalation Frequency: operational HITL blocks only (confidence-driven; attestation sign-offs excluded)
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  • MTTR (platform-run): apply.failed → successful retry (D-131)
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Post-Pilot caveat: computed on N internal runs today; production-denominator activates when a pilot estate runs.

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Benefit: you now know the zero-touch efficiency is measurable — the pipeline works today on internal runs, and the denominator expands to production estates when a pilot activates.

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Slide 13 — Cost & ROI

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Cost estimates and the ROI formula — with honest caveats.

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  • Cost Estimates via Infracost: pre-apply, grounded (reads plan JSON, offline)
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  • ROI formula: Platform ROI = (FTE hours saved × blended rate + cloud savings + avoided downtime) ÷ platform op cost
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  • N=0 caveat: "Computed on N internal runs today; production-denominator activates post-pilot. The formula is grounded; the production numbers are not yet."
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  • Planned: Live CUR Reconciliation (D-096)
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Benefit: you now know the ROI formula — and you know it's computed on internal runs today, not fabricated production numbers.

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Slide 14 — What's Deferred — and Why

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Honesty about what isn't measured yet.

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To be clear: these deferrals are measurement infrastructure, not whether the platform runs without humans. The platform IS autonomous in operations. What's deferred is the evidence pipeline for certain metrics — not the autonomy itself.

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#Deferred MetricBlocking Decision
1Live Infrastructure HealthD-096
2Live Outbox Write RateD-096
3Tamper-Evident Ledger CheckpointsD-083
4Onboarding Funnel (granted)D-113/D-114/D-119
5Drift Auto-ReversalD-096 + no scheduler
6Live CUR ReconciliationD-096
7SLA / Unplanned DowntimeD-096
8Predictive vs Reactivefuture emitter
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Benefit: you now know the boundaries — what Nova measures today, and exactly what blocks the rest. The autonomy is real; the measurement gaps are documented.

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Nova — The No-Humans Infrastructure Platform
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Slide 15 — Roadmap to the North Star

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The path from v1.17's grounded metrics to the 12–18 month targets.

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  • Each deferred metric → blocking decision → unblock requirement → candidate milestone
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  • Hot-path activation (post-D-096, Nova-native only, D-120)
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  • Re-evaluation triggers: D-096 lift, D-083 lift, onboarding-grant lift
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From docs/METRICS_DEFERRED_ROADMAP.md.

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Benefit: you now know the path — every deferred metric has an unblock requirement and a candidate milestone. Nothing is hand-waved; everything has a plan.

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Nova — The No-Humans Infrastructure Platform
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Slide 16 — Recap + Ask

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The 5-act recap + the business decision.

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Recap:

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  • Problem: operator is the bottleneck; autonomy in operations, human at stage gates
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  • Vision: invisible operations with provable trust (NORTH_STAR)
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  • How: pipeline + Decision Ledger + 8-concern attestation matrix
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  • Proof: 18V+4S, 100% ledger coverage, 100% attestation, grounded ROI formula
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  • Roadmap: deferred metrics have unblock paths
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The ask: "Approve a pilot estate to activate the production-denominator metrics (Touchless Resolution, Human Escalation, AI Decision Accuracy), and approve the tamper-evident ledger build-out (D-083 lift) to move from local hash-chain to S3 Object Lock + JWS. These two decisions move Nova from 'pipeline-ready' to 'production-proven.'"

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Benefit: you leave with a clear business decision to make — approve a pilot + the ledger build-out — and the confidence that every claim in this deck is grounded, derived, or honestly deferred.

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Appendix A1 — Metrics Glossary

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KPIDefinitionStatus
Touchless Resolution Rateruns without operational HITL block ÷ totalpartial (Post-Pilot)
Human Escalation Frequencyoperational HITL blocks ÷ totalpartial (Post-Pilot)
AI Decision Accuracydecisions not followed by failure within 5minpartial (Post-Pilot)
MTTR (p95)apply.failed → successful retrygrounded
Confidence-Gate Halt Rateruns with band=block ÷ totalgrounded
Provisioning Lead Timerun.completed − run.startedgrounded
Deployment Frequencycount(run.completed) per daygrounded
Cost Savings (Infracost)sum(delta_usd where delta < 0)partial (CUR deferred)
FTE Hours Savedrun count × manual baseline × ratederived (N=0 caveat)
Platform ROI(labor + cloud + avoided downtime) ÷ op costderived (N=0 caveat)
Decision Ledger Coveragedecisions with outcome ÷ totalgrounded
Attestation Coverageprod/dr attested ÷ total prod/drgrounded
Policy Compliance Rate1 − failed_assets ÷ totalgrounded
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Appendix A2 — Operating Model & Cost

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  • Cost figures from COST.md: $0.001883 over 8 days, ~$0.007/month, S3-dominated, zero BAU compute
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  • Zero-cost steady state: all resources torn down post-v1.11 (D-096); the platform runs offline
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  • References the pre-mortem (PRE_MORTEM.md: v1.10 decay root cause + structural mitigations)
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Benefit: you now know the operating cost is negligible — and the structural mitigation that prevents decay.

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