Autonomous Data Operations
Tell ASTRO the outcome. It plans and coordinates the work.
ASTRO turns a business outcome into a dependency-aware plan, assigns specialized agents, observes execution and adapts when something fails.
How it works
Watch ASTRO plan and adapt a supplier onboarding outcome
The plan is organized into waves of parallel work. Select any task to simulate a failure; only its dependents pause. Then let ASTRO adapt the plan.
Wave 1
Wave 2
Wave 3
Wave 4
Wave 5
Wave 6
The capability
Orchestration is the difference between AI features and autonomous operations
Individual AI features classify, enrich or map one thing at a time, and someone still has to sequence them, check results and handle failures. ASTRO is the orchestration layer that does that coordination.
Given an outcome such as making a supplier's new items ready for a channel, ASTRO determines the work required, orders it by dependency, assigns specialized agents and runs independent tasks in parallel. It observes progress, and when a task fails it pauses only the work that depends on it, adapts the plan and continues.
Completion is defined by the outcome, not by tasks finishing. ASTRO verifies results against the policies and readiness rules that define success, and reports evidence alongside any exceptions that need a person.
Functional capabilities
What ASTRO Orchestration includes
- Outcome interpretation
- Translate a requested outcome into the work and rules that define it.
- Dependency planning
- Order tasks by dependency and run independent work in parallel.
- Agent coordination
- Assign specialized agents for intake, mapping, classification, enrichment and validation.
- Observation
- Monitor progress, errors and policy limits in real time.
- Adaptation
- Isolate failures, reroute work and continue without restarting.
- Outcome verification
- Confirm results against readiness rules and report evidence.
Problems it solves
Where this work usually breaks down
AI features in isolation
Each tool works, but people still coordinate the sequence.
One failure stops everything
A batch fails and the whole job is rerun.
Done is not verified
Jobs complete without anyone confirming the outcome was achieved.
No operational visibility
Teams cannot see what is running, waiting or blocked.
Autonomous operations
How autonomous execution changes astro orchestration
ASTRO is the coordination layer for autonomous execution; people define outcomes, policies and approvals.
Agents carry out
- Plan work from the outcome
- Coordinate specialized agents
- Adapt to failures
- Verify the outcome
People decide
- Define outcomes and deadlines
- Set policies and authority
- Resolve escalated exceptions
Evidence recorded
- Plan and adaptations
- Agent actions and results
- Verification against rules
In industrial operations
A distributor adds a new supplier line before a sales event
Onboarding a supplier's catalog normally required a coordinator to sequence mapping, classification, enrichment and validation across several teams.
- The category manager states the outcome and deadline.
- ASTRO plans and assigns agents.
- Image matching fails for a batch and only validation waits.
- ASTRO reroutes, verifies readiness and reports exceptions.
Result: The team reviews exceptions and evidence instead of coordinating each step.
Related capabilities
Works alongside
Autonomous Missions
Governed autonomous work with scope, change budgets, checkpoints and stop conditions.
Feature guideAutonomous Product Onboarding
Supplier items carried from intake to verified readiness, exceptions escalated.
Feature guideAutonomous Data Validation
Validation failures fixed, proposed or escalated by granted authority.
Feature guideData Lineage & Audit
Trace every value from source through transformation, approval and destination.
Capability areaAutonomous Data Operations
See where ASTRO Orchestration fits in the wider Autonomous Data Operations capability.
Buyer FAQs
Questions evaluators ask
How is ASTRO different from individual AI features?
Features perform one task. ASTRO decides which tasks are needed, sequences them, coordinates agents and verifies the outcome.
Can ASTRO act without approval?
Only within the authority and policies you configure. Approvals and stop conditions are defined per mission.
What happens when a task fails?
Dependent work pauses, independent work continues and the plan adapts or escalates.
How do we know the outcome was achieved?
ASTRO verifies results against readiness and validation rules and reports evidence.
Which models power the agents?
Model selection and data handling are confirmed during evaluation.
Your next step
See ASTRO Orchestration on data like yours.
Bring a real file, catalog or record set. We will walk through how Autonera would handle it and where your team keeps the final say.
Book a Demo