Use Cases
Solutions
Purpose-built workflows for teams that move fast and need consistent outcomes.
Product Teams
Draft specs, summarize research, and align roadmap updates in minutes.
PRDs • User interviews • Roadmaps
Engineering
Debug faster with tool-driven investigations and structured outputs.
Log analysis • Incident summaries
Operations
Automate routine requests and keep knowledge up to date.
SOPs • Vendor workflows
Support
Deliver consistent answers with memory-backed context and templates.
Macros • Knowledge base
3x
Faster research to decision cycles.
40%
Reduction in repetitive ops requests.
24/7
Coverage with automated workflows.
How teams use ARA
Connect MCP servers, add tools, and let ARA orchestrate workflows across your stack.
01
Capture key decisions and keep context synced across teams.
02
Generate structured outputs for tickets, docs, and updates.
03
Run tool-driven investigations with auditable traces.
Need a custom workflow?
ARA adapts to your stack with MCP servers and structured tools.