Use Cases
A concrete view of how Holycrab AI is applied across teams and workflows.
Requirements -> PRD and milestones
Turn cross-team chat into a PRD, scope, and milestone plan.
Design review -> decisions and change list
Capture review conclusions, issues, and edits in one list.
Sprint retro -> actions and owners
Turn retrospective chat into actionable improvements.
User feedback -> priority backlog
Aggregate feedback into clear priorities and next steps.
Supplier delay -> delivery response
Turn delay comms into impact and response plan.
Line incident -> brief and actions
Generate incident brief and action checklist quickly.
Quality complaint -> CAPA plan
Turn complaint threads into CAPA plan and validation.
Inventory alert -> replenishment plan
Convert alerts into replenishment and scheduling advice.
Underwriting chat -> underwriting brief
Summarize underwriting discussion for approval.
Claims chat -> summary and next steps
Turn claims updates into a clear summary and plan.
Regulatory update -> compliance impact
Extract key clauses and impact plan.
Fraud alerts -> escalation brief
Turn alerts into escalation and actions.
Live-ops data -> KPI morning brief
Summarize daily KPIs and anomalies.
Channel spend -> campaign recap
Generate recap and optimization list.
Community feedback -> sentiment and requests
Turn community chat into sentiment and requests.
Release certification -> submission checklist
Turn review discussions into a checklist.
OTA release -> risk review and plan
Generate OTA risk review and release plan.
Battery alert -> response and comms
Create response plan and customer comms.
Charging ops -> dispatch and recovery
Dispatch faults and recovery plan fast.
Dealer feedback -> improvement and support
Aggregate dealer feedback into improvements and support.
How we work
Capture goals, constraints, and owners from chat so decisions stop living in the thread.
Trigger execution with @ commands to generate PRDs, task breakdowns, and write-backs.
Results return to the original discussion for visibility, follow-up, and review.
Capabilities
Conversation intelligence
- Goal and constraint extraction
- Role-aware context
- Decision tracking
Execution flow
- PRD and task generation
- Cross-tool write-back
- Follow-up automation
Governance
- Audit trails
- Risk prompts
- Traceable outcomes