Define
Outcome brief and agreed acceptance criteria.
Standalone agent tools
Turn repeatable work intoagent tools you own.
Æstrum turns a defined outcome into a standalone agent tool. It handles the interpretation that matters, works within defined steps and checks, and keeps a record of every run.
Agent tools that
show their work.
AI handles the interpretation that matters. The tool follows a defined process, checks its results, and records what happened.
You receive a standalone agent tool that runs in your environment.
From defined outcome to agent tool
Built by Æstrum.
Run independently by you.
We turn your defined outcome into an agent tool, then build and verify it. At handoff, you receive a self-contained program that runs in your environment without Æstrum’s build system.
Æstrum / build & delivery
Build & verify
Exact workflow, authorized tests, and defined failure behavior.
Deliver
Standalone agent tool, agreed configuration, and operating instructions.
Handover / your environment
Run & record
Run it in your environment with your credentials, and keep the evidence record it creates.
Each tool runs without Æstrum’s build system. External services still have their own availability and access requirements.
Agent-tool examples / research workflows
Three agent-tool examples.
One delivery model.
Account, Partner, and Career Research turn scattered sources into ranked, reviewable results. They show the kind of outcome-specific agent tools Æstrum can deliver.
- 01
Criteria
Set the target profile, exclusions, and scoring rubric.
- 02
Captured sources
Capture independent sources and keep their text and links.
- 03
Assessment
Assess each source against the scoring rubric.
- 04
Checks
Match quotes to source text and check every required field.
- 05
Ranked results
Export qualifying results with reasons and source evidence.
Matched quotes show where a claim came from; they do not confirm that it is true or current.