// PUBLIC_SAMPLE_REPORT
This sample shows the kind of decision artifact Cocoshede produces: an enterprise architecture recommendation, a financial model, implementation sequencing, and risk controls without requiring uploads or internal system access.
Cocoshede sample report
Northstar Logistics Group
CAMI
L2→L3
Sector
Logistics
Scale
251-500
Posture
Private cloud
Target architecture
Node 1
Current systems
Node 2
Cocoshede gateway
Node 3
AI impact
ROI model
Roadmap
Executive recommendation
Fund a contained first-wave workflow before broad agentic automation.
Executive finding
The first build should target exception-heavy operational work where the process is repetitive, the source systems are known, and the business can measure cycle-time reduction within one quarter.
Map my companyPrimary opportunity
Automate exception handling across invoice intake, dispatch updates, and weekly customer reporting.
Recommended posture
Private cloud RAG layer with constrained public API use for non-sensitive customer-facing summaries.
Investment logic
Start with document and status reconciliation before broader agentic workflow automation.
Governance trigger
Human review remains mandatory for payment exceptions, SLA disputes, and contractual language.
// ENTERPRISE_AI_MAP
Cocoshede separates current systems, middleware, model routing, controls, and business impact so executives can see the deployment shape before anyone starts implementation.
Private business context
ERP, shared PDF inboxes, TMS exports, CRM account notes
Private cloud preferred
Sanitized metadata router, retrieval boundary, policy guardrail, audit log
Hybrid model routing
Document extraction, exception classifier, status summarizer, report drafter
Reviewed business output
Faster exception triage, cleaner customer updates, lower reporting drag
// ROI_MODEL
| Workflow | Current annual friction | AI operating cost | Savings range | Payback |
|---|---|---|---|---|
| Invoice exception triage | $118k-$142k | $18k-$27k | $91k-$124k | 5-7 months |
| Customer status reporting | $84k-$104k | $12k-$19k | $65k-$92k | 3-5 months |
| Compliance packet assembly | $62k-$86k | $11k-$17k | $45k-$75k | 6-8 months |
// 12_WEEK_ROADMAP
Weeks 1-2
Confirm workflow owners, define data boundaries, select private vector store, create review policy.
Weeks 3-5
Build extraction and retrieval flow for one invoice exception queue with sampled abstract cases.
Weeks 6-8
Add confidence thresholds, audit logs, escalation paths, and management reporting views.
Weeks 9-12
Extend to customer reporting and compliance packets if payback and accuracy thresholds hold.
// RISK_REGISTER
Keep source documents in private storage; pass only retrieved snippets through approved model routes.
Require human approval for payments, credits, contractual claims, and customer commitments.
Track manual hours saved weekly and compare against model, infrastructure, and reviewer cost.
Start with analyst-assist mode before workflow automation changes team responsibilities.