Autonomous Data Operations · ASTRO and Missions
ASTRO turns a business outcome into a Mission: a plan, coordinated agents, observed results, corrections, human checkpoints and a verification you can inspect. It runs on the same records, rules and permissions as the rest of the platform.
Step through one Mission. It will stop at the checkpoint until you decide.
Outcome
Scope: items from the acquired branch catalog. Destination: web store channel rules. Policies: technical attributes may auto-apply above threshold with a cited source; duplicates and regulated values need a steward.
Anatomy of a Mission
A Mission is a contract between the people who own the data and the agents that work on it.
Autonomy levels
Set per Mission and data domain. Every level keeps human checkpoints for regulated and structural changes.
Execute within policy
Agents apply changes that meet policy and stop at checkpoints.
Typical fit: Normalization, mapping, enrichment with sources
Human checkpoints remain in force at every level.
How it works
ASTRO reads the requested outcome, the affected records and the policies, permissions and destination requirements that apply.
It assembles a Mission plan: which agents run, in what order, with which approval checkpoints and stop conditions.
Agents map, classify, enrich, match and validate. Results are observed against rules; failures trigger correction or replanning.
The Mission ends verified, waiting on a human decision, or halted as unsafe to proceed — never silently finished.
Autonomy and its boundaries
The point is not that agents work without people. It is that people stop doing the volume work and spend their time on the decisions that policy reserves for them.
Industrial examples
SituationAn acquired branch brings an unmapped catalog of fasteners and cutting tools with inconsistent units and supplier part numbers.
How Autonera handles itA Mission maps, normalizes and matches the items to existing records and escalates suspected duplicates for steward decision.
SituationA new breaker family needs classification, complete technical attributes and channel-ready content before launch.
How Autonera handles itAgents propose classification and attribute values from spec sheets, with sources attached, and hold publishing until approval.
SituationHydraulic fittings must meet a new marketplace's attribute requirements before a fixed go-live date.
How Autonera handles itA Mission targets the marketplace rule set, fills gaps from datasheets with sources, and reports exactly which items are verified ready and which wait on people.
Feature index
The functions that make up this area of the platform.
A Mission is a governed unit of work defined by an outcome, a scope of records, the policies that apply, an autonomy level and the checkpoints where people must decide. ASTRO plans and coordinates the agents that execute it.
A workflow runs predefined steps. ASTRO builds the plan from the outcome and context, observes results against rules, and replans when a step fails — while staying inside the same policies and checkpoints.
No. Checkpoints defined by policy can only be cleared by an authorized person. If no decision is made, the Mission waits or ends without that work applied.
Completion and verification are reported separately. Verification re-evaluates the outcome against the destination's rules and states which records are ready, which are waiting on people and which remain exceptions.
Autonomy is designed to be configurable per Mission and domain, from proposals only to execution within policy. Exact configuration options are subject to product confirmation.
Every change is attributed with before and after values and evidence, so reviewers can inspect and reverse it where the operation allows reversal.
Your next step
Bring a real data challenge. We will walk through how Autonera would approach it and where your team stays in control.
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