A Complete Data Platform. Built to Operate Autonomously.
Autonera is a complete enterprise data management platform with autonomous data operations built in. Its governed, multi-domain foundation manages information; its autonomous operations determine and execute the work needed to achieve your objective, validate results, and adapt within the authority you grant. People control approvals and exceptions.
Run it alongside your PIM, MDM, and ERP, or as your complete data platform.
Autonera unifies enterprise data management with autonomous execution—connecting systems, managing trusted information, governing quality, and delivering data wherever it is needed.
Enterprise data management capabilities · select one
PIM · selected capability
Product Information Management
Autonera PIM gives industrial product data a model flexible enough for 400-attribute valves and simple consumables alike, then puts autonomous agents to work keeping it complete.
Agents work the backlog that product teams never reach: missing attributes, misclassified items and broken relationships.
Closest relationships
Product Experience Management · Digital Asset Management · Data Governance
Enterprise foundation
Security
Multi-tenancy
Data modeling
APIs
Extensibility
Scalability
Monitoring
Same platform · choice one
Extend the systems you already run
Run Autonera alongside your existing ERP, PIM or MDM. Autonomous operations improve the data where it lives, without making Autonera the system of record.
Same platform · choice two
Make it your complete data foundation
Use every capability as your enterprise data management platform. Same product, same governance—both are valid long-term choices.
ONE PLATFORM. FLEXIBLE DEPLOYMENT.
Works With What You Have. Or Becomes What You Need.
Choose how to deploy the same Autonera platform: alongside your existing systems or as your complete data management platform. Neither requires a later move to the other.
Deployment choices—not separate products, editions, or licensing models.
Alongside your systems
Augment Your Existing Systems
Retain your existing systems of record—PIM, MDM, ERP, commerce, and other enterprise systems. Autonera executes selected Missions and ongoing data operations through supported integrations.
Existing Customer Systems
PIM
MDM
ERP
Commerce
AutoneraAutonomous Missions • Ongoing Operations
Keep your systems. Add autonomy.
Examples
Supplier onboarding and enrichment
Cleanup and continuous quality monitoring
Channel readiness across connected systems
Protect existing technology investments while introducing autonomous operations.
As your complete platform
Run Your Entire Data Operation
Use Autonera as your complete governed enterprise data management platform, with multi-domain data management, governance, integrations, and autonomous operations built in.
Autonera
Autonomous Data Operations
Plan
Execute
Verify
Adapt
Plan • Execute • Verify • Adapt
Enterprise Capabilities
Data ManagementGovernanceIntegrations
Governed Multi-Domain Data Foundation
ProductSupplierCustomerMore
One platform. Data management and autonomy.
Capabilities
PIM and multi-domain MDM in one foundation
Governance, integration, and syndication
Autonomous Missions and ongoing operations
One governed platform for enterprise data management and autonomous execution.
The same governance in either deployment
Defined authority and permissions control execution. Relevant actions and publication require validation; approvals and exceptions go to people, and actions are recorded for traceability. Connected-system work is limited to supported integrations and authorized operations.
Expansion is optional. Grow scope when it serves you, not because the platform requires it.
THE FOUNDATION
A Complete Data Management Platform. Not Just an AI Layer.
The foundation manages authoritative records, their relationships, and their quality across product, supplier, customer, location, and other domains. It is what autonomous operations act on, and what they are checked against.
Master RecordOne governed source of truth
Governed
Attributes
Classification
Category›Family›Class
Relationships
SupplierLocationRelated item
Evidence
SourceDocument
Assets
Data Quality
CompletenessConsistencyValidity
Governed Master Records
Manage attributes, classifications, relationships, evidence, assets, and data quality within a controlled enterprise environment.
One governed platform
Products
Suppliers
Customers
Locations
Assets
Connected Enterprise Data
Model relationships across products, suppliers, customers, locations, and other business entities—so information can be managed in context.
MULTI-DOMAIN BY DESIGN
Your data doesn't operate in silos. Neither should Autonera.
A supplier change affects products, prices, and the customers who buy them. Autonera keeps these domains related in one foundation, so every operation works with the full context.
Connected data. More context. Better outcomes.
PRODUCT DATA
SUPPLIER DATA
CUSTOMER DATA
LOCATION DATA
OTHER DATA DOMAINS
Autonera
The autonomous data platform.
One unified platform
Two capabilities. One governance model.
The data foundation holds governed records and context. Autonomous operations use that context to coordinate authorized work. The same rules, permissions, and audit apply to both.
AutoneraOne platform
Autonomous Data Operations
Determines and performs authorized work on governed data and connected enterprise systems, then verifies the result.
ASTRO
Missions
Specialized Agents
Shared governed services
Used by both layers. Not a separate product.
Model
Match
Enrich
Validate
Govern
Deliver
Enterprise Data Management
Provides authoritative records, relationships, context, and validation across enterprise data domains.
Products
Suppliers
Customers
Locations
Assets
Relationships
One platform. One governance model. Data management and autonomous execution built to work together.
Autonomous Data Operations
Set the Outcome. Autonera Does the Work.
Traditional software follows the steps people define. Autonera determines and executes the work needed to achieve an outcome—within governed authority.
Mission
The Unit of Autonomous Execution
Define the outcome, relevant data, success criteria, permissions, and constraints—including when human approval is required.
ASTRO
The Orchestrator
ASTRO understands the goal and context, plans and coordinates the work, evaluates results, and adapts within defined authority.
Specialized Agents
The Work
Specialized agents take responsibility for activities such as intake, identity, classification, modeling, enrichment, quality, content, assets, and syndication.
Agents are not separate products. Every agent acts inside the Mission's authority, and governed platform capabilities control every actual change.
From Business Intent to Verified Outcomes.
Completing the tasks is not enough. Autonera checks the resulting data against the Mission's success criteria and revisits work when necessary.
Define the outcome · Example Mission"Make this supplier catalog complete, accurate, and ready to publish."
Use approved sources only: supplier feed and manufacturer data sheets
Price changes above 15% need the pricing owner's approval
Publish only products with confirmed image rights
Paused
UnderstandInterpret the defined outcome, data, and enterprise context.
PlanDetermine the necessary steps, agents, dependencies, and constraints.
ActExecute authorized operations.
ObserveMonitor execution, exceptions, and changes.
MeasureValidate results against the Mission's success criteria.
AdaptAdjust within policy; involve people when authority requires it.
ContinueRecord the outcome; complete the Mission or maintain ongoing responsibility.
ASTRO
Repeats until
Outcome verified
Human decision
Cannot safely proceed
UnderstandOutcome read from the Mission: 4,812 supplier products complete, accurate, and ready to publish to two channels.
Mission plan and progressAuthority and validation
Planned workPlannedDetermine the activities and agents needed.
ActionPlannedDedupe, classify, enrich, and validate through governed capabilities.
ObservationPlannedInspect the resulting data, not the agents' reports.
CorrectionPlannedRevisit work that falls short, within authority.
Human approvalPlannedOnly if a change exceeds the 15% pricing rule.
VerificationPlannedCheck the resulting data against the success criteria, not the task list.
Eight coordinated activities · 0 of 8 completeGoverned capabilities apply every change
1Acquire and interpret the supplier data
2Identify products and duplicates
3Classify and model records
4Research and enrich missing information
5Validate quality and readiness
6Prepare content and assets
7Deliver approved information
8Check whether the required outcome was achieved
Step 1 of 13. Plays once while in view.
Understand the operating loop
Understand
Interpret the defined outcome, data, and enterprise context.
Plan
Determine the necessary steps, agents, dependencies, and constraints.
Act
Execute authorized operations.
Observe
Monitor execution, exceptions, and changes.
Measure
Validate results against the Mission's success criteria.
Adapt
Adjust within policy; involve people when authority requires it.
Continue
Record the outcome; complete the Mission or maintain ongoing responsibility.
Built for Continuous Operations
Not Just Workflows That Run. Operations That Keep Running.
Some outcomes have a finish line. Others require continuous attention. Autonera supports both—completing defined Missions and monitoring conditions to continue acting within established policies as data and requirements change.
Defined Mission
Onboard and prepare a supplier catalog for publication, including classification, enrichment, validation, and required approvals.
Ongoing Operation
Continuously monitor incoming supplier data, identify quality issues, perform authorized corrections, and escalate exceptions when necessary.
The operating model applies across product, supplier, customer, asset, location, and other enterprise data domains. Actions and ongoing monitoring in connected systems depend on available integrations, permissions, and defined authority—not every external system supports every action.
Governed Autonomy
Autonomous by Design. Governed by Default.
Autonera executes operations within defined policies and permissions, involves people when required, and maintains a record of actions and outcomes.
Policy, Authority and Permissions
Business rules and permissions govern every action through shared services for people, AI, and APIs.
Independent Outcome Verification
Check results against authoritative data, readiness criteria, validated artifacts, or supported destination acknowledgements—not an agent's completion claim. Missing evidence stays visible. This is platform verification, not external certification.
Evidence, Lineage and Audit Trails
Journaled changes and lineage make outcomes traceable. Reverse eligible record or value changes while protecting later human edits; not every change or external effect is reversible.
Human Approvals and Exceptions
Risk and permissions determine approval requirements. Route exceptions and decisions beyond defined authority to people with the context needed to act.
Autonomy modes
Autonomy is not a single on/off switch. The level of independent action depends on what Autonera is authorized to do—and the risk and impact of the operation.
Modes are per-operation choices, not a maturity ladder. The same permissions, business rules and audit apply in every mode; what can run automatically also depends on the action being performed.
Run With Gates: Data writes run automatically only when tenant policy and the initiating user's permissions allow. Structural changes gate by default; deletions always gate.
Reads and analysisAuto
Data writes to recordsAuto where allowed
Structural changesGate by default
DeletionsApproval gate
External deliveryBy policy
"Auto where allowed" applies only when tenant policy and the initiating user's permissions both allow it. Structural changes run automatically only if tenant policy explicitly marks that change type automatic.
Explore the controls
From proposed action to a recorded result.
In this pricing scenario, inspect the rule checks, approve or reject a proposed change, and follow its journal. An eligible record change can be reversed; external publication requires a corrective action.
Not every change is auto-approved; thresholds route to people
Not every change is reversible; the journal says which and why
1Proposed Action
2Authority Check
3Execution
4Verification
5Recorded Result
A guide to this example, not a fixed workflow. Only authorized actions execute; rejected proposals are recorded without a data write.
No write has occurred. Proposals are journaled only once a decision is made.
Your policies define thresholds, approvers and reversal eligibility.
CONNECTED ENTERPRISE OPERATIONS
Connected to Your Systems. Built for Real Operations.
Autonera connects data, applications, and business processes across the enterprise—enabling governed operations that span systems, sources, and destinations.
Sources
Suppliers
Spreadsheets
PDFs
Data Pools
APIs
Autonera
The autonomous data platform
Ingest
Map
Classify
Enrich
Validate
Govern
Orchestrate
Your Enterprise Systems
ERP
PIM
MDM
DAM
Commerce
Destinations
Ecommerce
Marketplaces
Distributors
Retailers
Data Pools
Brand Portal
Authoritative data sources remain in use as Autonera coordinates data intake, authorized operations, and delivery across PIM, MDM, ERP, commerce, and other applications. Available actions depend on supported connectors and APIs, configured permissions, and defined authority.
Internal measured workloads on a governed 532-product distributor catalog demonstrate recorded data operations, specification extraction, and recovery-control testing.
Inside Autonera
Actual product views of governed records and connected enterprise data. Open either image to inspect the captured interface at full size.
Governed Enterprise Data
Inspect a product record's structured attributes, completeness indicators, and validation status.
Structured attributes
Completeness indicators
Validation status
Connected Data Relationships
Explore how products connect to suppliers, variants, families, and other enterprise records.
Supplier relationships
Product families
Channel listings
Governed Changes Recorded
11,108
Data changes recorded in the Mission journal for traceability and oversight.
Recovery Operations Tested
4,054
Per-row reversal operations exercised to verify recovery controls and protect subsequent human edits.
Specifications Extracted
1,718
Specification values extracted across 319 products using grounded evidence.
Autonomy isn't measured by how many times AI runs. It's measured by the work completed—and the control maintained.
YOUR NEXT STEP
One Platform. Your Data Strategy.
Whether you're extending an existing PIM or MDM, automating a critical data operation, or building a complete enterprise data management foundation, Autonera adapts to the way your business needs to operate.
