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Use cases

Pick a use case. The sprint delivers a working prototype + rollout framework with guardrails and measurable success metrics.

Use case

AI customer support automation

Deflect repetitive questions, draft replies, and escalate safely with human-in-the-loop controls.

Typical outcomes
  • Faster responses
  • Reduced support load
  • Consistent replies
  • Clear escalation
Use case

Agentic ops assistant

Automate handoffs across email, spreadsheets, and CRMs with approvals and auditability.

Typical outcomes
  • Hours saved
  • Fewer errors
  • Faster handoffs
  • Better visibility
Use case

AI document intake

Extract, classify, and route documents (and emails) into your workflow with guardrails.

Typical outcomes
  • Less back-and-forth
  • Cleaner data
  • Faster routing
  • Lower admin load
Use case

AI reporting & analytics

Turn messy operational data into weekly reports and decision-ready summaries.

Typical outcomes
  • Faster reporting
  • Cleaner weekly cadence
  • Fewer manual consolidations
Use case

AI lead qualification

Qualify inbound leads quickly, capture intent, and route hot opportunities with safe handoff.

Typical outcomes
  • Faster follow-up
  • Higher conversion
  • Less agent/admin time
Use case

WhatsApp workflow automation

Automate replies, routing, and follow-ups while keeping humans in control for sensitive steps.

Typical outcomes
  • Reduced response lag
  • Better routing
  • Cleaner follow-ups
Use case

AI vision inspection

Classify, extract, and flag issues from photos/documents with a review lane for low confidence.

Typical outcomes
  • More consistent checks
  • Faster reviews
  • Better traceability
Use case

Email triage automation

Categorize inbox volume, draft replies, and route items with clear escalation rules.

Typical outcomes
  • Less inbox chaos
  • Faster routing
  • Fewer missed items
Use case

AI knowledge base (RAG)

Answer questions from your internal docs with citations and strict retrieval constraints.

Typical outcomes
  • Faster answers
  • Consistent guidance
  • Less tribal knowledge
Use case

AI invoice/receipt processing

Extract key fields, validate, and route into your accounting workflow with review for edge cases.

Typical outcomes
  • Less manual entry
  • Faster processing
  • Cleaner records
Use case

Executive reporting automation

Generate weekly KPI updates from source-of-truth data with review before distribution.

Typical outcomes
  • Faster reporting
  • Cleaner cadence
  • Fewer manual consolidations
Use case

OpenClaw automations

Implement OpenClaw as an operator layer for agents + scheduled workflows with tool boundaries.

Typical outcomes
  • More automation leverage
  • Safer tool use
  • Faster iteration

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