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Solutions

Six ways to put AI to work.

The AI Factory solution catalogue: families, architecture model, packaging and lifecycle — each tied to a business outcome.

AI_SOLUTION_CATALOG.md6 families3 packaging levels
SEC 01

Six solution families

Every solution combines AI, workflows, integrations and human control around one specific business outcome. The catalogue is not a limitation — it is a taxonomy that accelerates delivery.

Solution taxonomy
FamilyProblem it solvesOutcome
AI SalesLeads without follow-up, stale CRM, slow proposalsGrow revenue
AI Customer ServiceRepetitive tickets, high response timesRespond faster
AI KnowledgeScattered information, search that failsUnlock knowledge
AI Document IntelligenceContracts, invoices and forms processed by handProcess documents
AI OperationsManual processes between systems, orphaned exceptionsReduce cost
AI AnalyticsData exists, decisions arrive lateDecide better
SEC 02

Solution architecture model

Every solution follows the same architecture record — this is what makes delivery predictable:

┌─────────────────────────────────────────────┐
│              SOLUTION RECORD                 │
├─────────────────────────────────────────────┤
│  Business Problem   → what hurts             │
│  Business Outcome   → what improves          │
│  Users & Workflow   → who uses it, where     │
│  AI Capabilities    → agents / RAG / models  │
│  Integrations       → CRM · ERP · email      │
│  Data & Permissions → data boundaries        │
│  Evaluation         → how we measure quality │
│  Human Control      → where humans decide    │
│  Metrics            → time · cost · error    │
└─────────────────────────────────────────────┘
SEC 03

Packaging

Each family is delivered in three packaging levels, matching environment complexity:

STARTfirst proof
  • One process, one workflow
  • Essential integrations
  • Baseline evaluation
  • Defined operational owner
entry point
GROWTHscale usage
  • Multiple workflows
  • Extended integrations
  • Continuous evaluation
  • Operational reporting
scale
ENTERPRISEcritical operation
  • Multiple business units
  • Governance & compliance
  • Dedicated architecture
  • SLA and operating model
scoped
SEC 04

Solution lifecycle

EXPERIMENTAL ──► VALIDATED ──► STANDARD ──► PRODUCTIZED ──► RETIRED
   proof of        proven on a    factory        repeatable      leaves the
   concept         real client    standard       package         catalogue

Solutions enter the catalogue as experimental and only become STANDARD after being proven in production — that discipline keeps delivery risk low.

Next step: a 30-minute diagnostic.

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