AI agents for real engineering workflows.
Choose the product page that matches the workflow you want to automate: software investigation, hardware debugging, or team onboarding.
General investigation
Investigator Agent
Investigate inbound engineering issues from Slack, email, or calls by pulling context from Jira, GitHub, and connected systems.
- Works from any inbound channel
- Cross-checks tickets, code, and data
- Surfaces root cause and next action

Hardware and embedded systems
Hardware Investigation Agent
Investigate device issues by recovering historical context, flashing firmware, connecting through serial or SSH, and producing an investigation report.
- Connects to real devices
- Runs firmware and serial workflows
- Improves from every resolved issue
Team onboarding
Onboarding Agents
Give new hires personal AI companions that answer questions, guide training, and reduce repetitive onboarding work.
- Guides new hires through setup
- Answers questions around the clock
- Reduces repeated manual follow-up
Each agent runs on the same operational memory layer.
Connect
Jira, Slack, GitHub, docs, devices, and internal tools.
Execute
Agents run repeatable workflows instead of only answering questions.
Improve
Resolved work updates procedures and makes the next run smarter.