Information & Data Management
Data governance, master data, data quality, analytics, and AI.
Information & Data Management (BC-610) is a level-1 business capability in the Cross-Industry model. The catalog holds 1233 API surface(s) from 431 provider(s) that can perform some part of it, 150 of them rated strong or better. Reach is the vendor surface that lands on this capability — it is not a claim about what any particular organisation has deployed.
Sub-capabilities
Data Governance Management BC-610.10
Data ownership, stewardship, policies, standards.
Master Data Management BC-610.20
MDM for customer, product, supplier, employee, etc.
Data Quality Management BC-610.30
Data quality monitoring, profiling, remediation.
Data Architecture Management BC-610.40
Logical and physical data architecture.
Analytics & BI Management BC-610.50
Reporting, analytics, business intelligence delivery.
Artificial Intelligence Management BC-610.60
AI/ML model lifecycle, MLOps, responsible AI.
Providers that reach this capability
Ordered by rating band. Reach means a provider publishes an API surface that can perform some part of this capability — it is not a claim that any particular organisation has deployed it.
Exemplar 42 Complete, well-documented, and agent-ready
Strong 108 Solid coverage with minor gaps
Developing 150 Usable, with meaningful gaps to close
Thin 110 Limited public surface area
Emerging 19 Early or largely undocumented
Minimal 2 Almost no public developer surface
Workflows that realise this capability
Arazzo workflows whose own sourceDescriptions call APIs that carry this
capability. The link is derived, not asserted: each workflow declares
x-realizes-capability-ids with the spec and confidence behind it.
- Adobe Analytics Annotate a Date Range and Run a Report
— adobe-analytics
· Analytics & BI Management
BC-610.50 - Adobe Analytics Create a Calculated Metric and Run a Report
— adobe-analytics
· Analytics & BI Management
BC-610.50 - Adobe Analytics Create a Segment and Run a Segmented Report
— adobe-analytics
· Analytics & BI Management
BC-610.50 - Adobe Analytics Discover Components and Run a Report
— adobe-analytics
· Analytics & BI Management
BC-610.50 - Adobe Analytics Full Component Inventory and Report
— adobe-analytics
· Analytics & BI Management
BC-610.50 - Adobe Analytics Report on an Existing Segment
— adobe-analytics
· Analytics & BI Management
BC-610.50 - Adobe Analytics Select a Report Suite and Run a Report
— adobe-analytics
· Analytics & BI Management
BC-610.50 - Adobe Analytics Report Suite Discovery
— adobe-experience-cloud
· Analytics & BI Management
BC-610.50 - Adobe Analytics Segment-Filtered Report
— adobe-experience-cloud
· Analytics & BI Management
BC-610.50 - Adobe Experience Platform Schema and Dataset Setup
— adobe-experience-cloud
· Data Architecture Management
BC-610.40 - Airbyte Provision a Full Data Pipeline
— airbyte
· Information & Data Management
BC-610 - Airbyte Create and Verify a Source
— airbyte
· Information & Data Management
BC-610 - Amazon DataZone Audit Domain Subscriptions
— amazon-datazone
· Data Governance Management
BC-610.10 - Amazon DataZone Bootstrap Domain and Project
— amazon-datazone
· Data Governance Management
BC-610.10 - Amazon DataZone Catalog a Data Asset
— amazon-datazone
· Data Governance Management
BC-610.10 - Amazon DataZone Discover and Subscribe
— amazon-datazone
· Data Governance Management
BC-610.10 - Amazon DataZone Onboard Data Workspace
— amazon-datazone
· Data Governance Management
BC-610.10 - Amazon DataZone Provision Domain
— amazon-datazone
· Data Governance Management
BC-610.10 - Amazon DataZone Publish Data Product
— amazon-datazone
· Data Governance Management
BC-610.10 - Amazon DataZone Request and Track Subscription
— amazon-datazone
· Data Governance Management
BC-610.10 - Amazon DataZone Teardown Domain
— amazon-datazone
· Data Governance Management
BC-610.10 - Amazon Entity Resolution Audit Latest Matching Job
— amazon-entity-resolution
· Master Data Management
BC-610.20 - Amazon Entity Resolution Provision Matching Workflow
— amazon-entity-resolution
· Master Data Management
BC-610.20 - Amazon Entity Resolution Resolve Record Match ID
— amazon-entity-resolution
· Master Data Management
BC-610.20 - Amazon Entity Resolution Run Matching Pipeline
— amazon-entity-resolution
· Master Data Management
BC-610.20 - Amazon Entity Resolution Start And Await Matching Job
— amazon-entity-resolution
· Master Data Management
BC-610.20 - Amazon Entity Resolution Update And Rerun Matching Workflow
— amazon-entity-resolution
· Master Data Management
BC-610.20 - Amazon Forecast End to End Pipeline
— amazon-forecast
· Artificial Intelligence Management
BC-610.60 - Amazon Forecast Group Then Train
— amazon-forecast
· Artificial Intelligence Management
BC-610.60 - Amazon Forecast Predict and Forecast
— amazon-forecast
· Artificial Intelligence Management
BC-610.60 - Amazon Forecast Train Predictor
— amazon-forecast
· Artificial Intelligence Management
BC-610.60 - Amazon Neptune ML Create and Verify Inference Endpoint
— amazon-neptune
· Artificial Intelligence Management
BC-610.60 - Amazon Neptune ML Data Processing to Model Training
— amazon-neptune
· Artificial Intelligence Management
BC-610.60 - Amazon Neptune ML Model Transform Job
— amazon-neptune
· Artificial Intelligence Management
BC-610.60 - Amazon Neptune ML Stop Data Processing Job
— amazon-neptune
· Artificial Intelligence Management
BC-610.60 - Amazon QuickSight Account BI Inventory
— amazon-quicksight
· Analytics & BI Management
BC-610.50 - Amazon QuickSight Audit Dashboard Publish Health
— amazon-quicksight
· Analytics & BI Management
BC-610.50 - Amazon QuickSight Classify Datasets by Import Mode
— amazon-quicksight
· Analytics & BI Management
BC-610.50 - Amazon QuickSight Describe a Dashboard
— amazon-quicksight
· Analytics & BI Management
BC-610.50 - Amazon QuickSight Find a Dashboard by Name
— amazon-quicksight
· Analytics & BI Management
BC-610.50 - Amazon QuickSight Poll Dashboard Publish Status
— amazon-quicksight
· Analytics & BI Management
BC-610.50 - Amazon SageMaker Audit Endpoint Fleet
— amazon-sagemaker
· Artificial Intelligence Management
BC-610.60 - Amazon SageMaker Deploy Existing Model
— amazon-sagemaker
· Artificial Intelligence Management
BC-610.60 - Amazon SageMaker Deploy Model to Endpoint
— amazon-sagemaker
· Artificial Intelligence Management
BC-610.60 - Amazon SageMaker Inventory Models
— amazon-sagemaker
· Artificial Intelligence Management
BC-610.60 - Amazon SageMaker Provision Notebook Instance
— amazon-sagemaker
· Artificial Intelligence Management
BC-610.60 - Amazon SageMaker Register Latest Completed Training
— amazon-sagemaker
· Artificial Intelligence Management
BC-610.60 - Amazon SageMaker Train Model and Poll Job
— amazon-sagemaker
· Artificial Intelligence Management
BC-610.60 - Amazon SageMaker Train Then Deploy
— amazon-sagemaker
· Artificial Intelligence Management
BC-610.60 - Boomi DataHub Onboard a Source
— boomi
· Master Data Management
BC-610.20 - Boomi DataHub Provision a Model
— boomi
· Master Data Management
BC-610.20 - Boomi DataHub Publish a Draft Model
— boomi
· Master Data Management
BC-610.20 - Boomi DataHub Review Data Quality
— boomi
· Master Data Management
BC-610.20 - Discover and run a Bytez model
— bytez
· Artificial Intelligence Management
BC-610.60 - Civitai Blob Upload and Image-to-Image Generation
— civitai
· Artificial Intelligence Management
BC-610.60 - Civitai Image Generation Submit and Poll
— civitai
· Artificial Intelligence Management
BC-610.60 - Civitai Generate From a Catalog Model Version
— civitai
· Artificial Intelligence Management
BC-610.60 - Civitai Presigned Blob Upload Then Generate
— civitai
· Artificial Intelligence Management
BC-610.60 - Civitai Query and Cancel a Running Workflow
— civitai
· Artificial Intelligence Management
BC-610.60 - DataHub Add Glossary Terms to a Dataset
— datahub
· Information & Data Management
BC-610 - DataHub Assign Dataset Ownership
— datahub
· Information & Data Management
BC-610 - DataHub Decommission a Dataset
— datahub
· Information & Data Management
BC-610 - DataHub Emit Platform Event and Audit
— datahub
· Information & Data Management
BC-610 - DataHub Tag a Dataset
— datahub
· Information & Data Management
BC-610 - DataHub Trace Dataset Lineage
— datahub
· Information & Data Management
BC-610 - DataHub Upsert Dataset and Verify
— datahub
· Information & Data Management
BC-610 - Dataiku Create Govern Artifact with Custom Fields
— dataiku
· Artificial Intelligence Management
BC-610.60 - Dataiku Inspect Saved Model
— dataiku
· Artificial Intelligence Management
BC-610.60 - Dataiku Review Artifact Sign-Off
— dataiku
· Artificial Intelligence Management
BC-610.60 - dbt Cloud Run Completion to Semantic Layer Metrics
— dbt
· Analytics & BI Management
BC-610.50 - D&B Authenticate And Match Company
— dun-and-bradstreet
· Master Data Management
BC-610.20 - D&B Cleanse Match And Enrich
— dun-and-bradstreet
· Master Data Management
BC-610.20 - D&B Contact Search And Enrich
— dun-and-bradstreet
· Master Data Management
BC-610.20 - D&B Criteria Search And Get Company
— dun-and-bradstreet
· Master Data Management
BC-610.20 - Dust Find Agent and Start a Conversation
— dust-tt
· Artificial Intelligence Management
BC-610.60 - Dust Import an Agent and Start a Conversation
— dust-tt
· Artificial Intelligence Management
BC-610.60 - Exactly.ai — train a style model and generate images
— exactly-ai
· Artificial Intelligence Management
BC-610.60 - fal Upload, Run Image-To-Image With Webhook
— fal-ai
· Artificial Intelligence Management
BC-610.60 - fal Queue Inference
— fal-ai
· Artificial Intelligence Management
BC-610.60 - fal Submit And Conditionally Cancel
— fal-ai
· Artificial Intelligence Management
BC-610.60 - fal Upload Asset Then Run Inference
— fal-ai
· Artificial Intelligence Management
BC-610.60 - fal Webhook-Backed Submission
— fal-ai
· Artificial Intelligence Management
BC-610.60 - FriendliAI chat completion
— friendliai
· Artificial Intelligence Management
BC-610.60 - FriendliAI deploy a Dedicated Endpoint and infer
— friendliai
· Artificial Intelligence Management
BC-610.60 - Hugging Face Chat Completion with Model Discovery
— hugging-face
· Artificial Intelligence Management
BC-610.60 - Hugging Face Deploy Inference Endpoint and Wait
— hugging-face
· Artificial Intelligence Management
BC-610.60 - Hugging Face Embeddings Pair
— hugging-face
· Artificial Intelligence Management
BC-610.60 - Hugging Face Grounded Text Generation
— hugging-face
· Artificial Intelligence Management
BC-610.60 - Hugging Face Search and Inspect a Model
— hugging-face
· Artificial Intelligence Management
BC-610.60 - Hugging Face Summarize Then Translate
— hugging-face
· Artificial Intelligence Management
BC-610.60 - Hugging Face TGI Inspect and Generate
— hugging-face
· Artificial Intelligence Management
BC-610.60 - Hugging Face Toggle Inference Endpoint State
— hugging-face
· Artificial Intelligence Management
BC-610.60 - Microsoft Azure Create Resource Group and Deploy From Template Link
— microsoft-azure
· Artificial Intelligence Management
BC-610.60 - Microsoft Azure Deploy Template to a New Resource Group
— microsoft-azure
· Artificial Intelligence Management
BC-610.60 - Microsoft Azure Deploy Then Tear Down a Resource Group
— microsoft-azure
· Artificial Intelligence Management
BC-610.60 - Microsoft Azure Deployment Status and Resulting Resources
— microsoft-azure
· Artificial Intelligence Management
BC-610.60 - Microsoft Azure Redeploy Into an Existing Resource Group
— microsoft-azure
· Artificial Intelligence Management
BC-610.60 - Microsoft Azure Provision a Region-Specific Deployment
— microsoft-azure
· Artificial Intelligence Management
BC-610.60 - Microsoft Purview Assign a Glossary Term to Entities
— microsoft-purview
· Data Governance Management
BC-610.10 - Microsoft Purview Categorize a Glossary Term
— microsoft-purview
· Data Governance Management
BC-610.10 - Microsoft Purview Classify a Data Asset Entity
— microsoft-purview
· Data Governance Management
BC-610.10 - Microsoft Purview Define a Classification Type and Apply It
— microsoft-purview
· Data Governance Management
BC-610.10 - Microsoft Purview Define a Data Quality Rule and Scan
— microsoft-purview
· Data Quality Management
BC-610.30 - Microsoft Purview Move Found Entities into a Collection
— microsoft-purview
· Data Governance Management
BC-610.10 - Microsoft Purview Onboard an Entity into a Collection
— microsoft-purview
· Data Governance Management
BC-610.10 - Microsoft Purview Profile a Data Asset and Poll for Results
— microsoft-purview
· Data Quality Management
BC-610.30 - Microsoft Purview Provision a Custom Scan Ruleset
— microsoft-purview
· Data Governance Management
BC-610.10 - Microsoft Purview Publish a Data Product
— microsoft-purview
· Data Governance Management
BC-610.10 - Microsoft Purview Publish a Glossary Term
— microsoft-purview
· Data Governance Management
BC-610.10 - Microsoft Purview Relate Two Catalog Entities
— microsoft-purview
· Data Governance Management
BC-610.10 - Microsoft Purview Search and Classify a Found Asset
— microsoft-purview
· Data Governance Management
BC-610.10 - Microsoft Purview Trace Data Asset Lineage
— microsoft-purview
· Data Governance Management
BC-610.10 - Query Minubo commerce data
— minubo
· Analytics & BI Management
BC-610.50 - Nanonets Async OCR Predict and Poll
— nanonets
· Artificial Intelligence Management
BC-610.60 - Nanonets Async URL Predict Poll and Approve
— nanonets
· Artificial Intelligence Management
BC-610.60 - Nanonets Classify Image and Branch
— nanonets
· Artificial Intelligence Management
BC-610.60 - Nanonets Predict and Assign Reviewer
— nanonets
· Artificial Intelligence Management
BC-610.60 - Nanonets Predict and Enrich with Database
— nanonets
· Artificial Intelligence Management
BC-610.60 - Nanonets Predict Correct and Re-export
— nanonets
· Artificial Intelligence Management
BC-610.60 - Nanonets Sync Predict and Review
— nanonets
· Artificial Intelligence Management
BC-610.60 - Nanonets Upload Training Images and Train
— nanonets
· Artificial Intelligence Management
BC-610.60 - Nanonets Upload Training URLs and Train
— nanonets
· Artificial Intelligence Management
BC-610.60 - NVIDIA NIM Generate Image And Caption
— nvidia-nim
· Artificial Intelligence Management
BC-610.60 - NVIDIA NIM Health Gated Completion
— nvidia-nim
· Artificial Intelligence Management
BC-610.60 - NVIDIA NIM RAG Rerank And Answer
— nvidia-nim
· Artificial Intelligence Management
BC-610.60 - NVIDIA NIM Voice Assistant Loop
— nvidia-nim
· Artificial Intelligence Management
BC-610.60 - OpenAI Cancel Fine-Tuning Job
— openai
· Artificial Intelligence Management
BC-610.60 - OpenAI Fine-Tuning Job
— openai
· Artificial Intelligence Management
BC-610.60 - Power BI Resolve a Dashboard Tile for Embedding
— power-bi
· Analytics & BI Management
BC-610.50 - Power BI Decommission a Dataset After Clearing Dependents
— power-bi
· Analytics & BI Management
BC-610.50 - Power BI Trigger a Dataset Refresh and Poll to Completion
— power-bi
· Analytics & BI Management
BC-610.50 - Power BI Audit Gateway-Bound Datasources
— power-bi
· Analytics & BI Management
BC-610.50 - Power BI Update Dataset Parameters and Refresh
— power-bi
· Analytics & BI Management
BC-610.50 - Power BI Import a PBIX and Poll Until Published
— power-bi
· Analytics & BI Management
BC-610.50 - Power BI Create a Push Dataset and Verify Its Schema
— power-bi
· Analytics & BI Management
BC-610.50 - Power BI Clone a Report and Rebind It to Another Dataset
— power-bi
· Analytics & BI Management
BC-610.50 - Power BI Export a Report for Archive
— power-bi
· Analytics & BI Management
BC-610.50 - Power BI Inventory a Workspace's Content
— power-bi
· Analytics & BI Management
BC-610.50 - Rainbird — run a decision and fetch its evidence
— rainbird-technologies
· Artificial Intelligence Management
BC-610.60 - Replicate Pick a Model from a Collection and Predict
— replicate
· Artificial Intelligence Management
BC-610.60 - Replicate Create a Deployment and Run a Prediction Through It
— replicate
· Artificial Intelligence Management
BC-610.60 - Replicate Resolve Latest Version and Predict
— replicate
· Artificial Intelligence Management
BC-610.60 - Replicate Run an Official Model and Poll
— replicate
· Artificial Intelligence Management
BC-610.60 - Replicate Create Prediction and Poll Until Complete
— replicate
· Artificial Intelligence Management
BC-610.60 - Replicate Run a Prediction with Bounded Wait and Cancel
— replicate
· Artificial Intelligence Management
BC-610.60 - Replicate Scale a Deployment and Run a Prediction
— replicate
· Artificial Intelligence Management
BC-610.60 - Replicate Search for a Model and Run a Prediction
— replicate
· Artificial Intelligence Management
BC-610.60 - Replicate Start a Training and Poll Until Complete
— replicate
· Artificial Intelligence Management
BC-610.60 - Replicate Fetch Webhook Secret and Run a Webhook Prediction
— replicate
· Artificial Intelligence Management
BC-610.60 - Ribbon Health Provider Directory Management
— ribbon-health
· Master Data Management
BC-610.20 - Ribbon Health Provider Directory Search
— ribbon-health
· Master Data Management
BC-610.20 - SAP BI Tools Import a Content Network Item
— sap-bi-tools
· Analytics & BI Management
BC-610.50 - SAP BI Tools List and Inspect a SAC Story
— sap-bi-tools
· Analytics & BI Management
BC-610.50 - SAP BI Tools Publish a Content Network Item
— sap-bi-tools
· Analytics & BI Management
BC-610.50 - SAP BI Tools Query and Schedule a Document
— sap-bi-tools
· Analytics & BI Management
BC-610.50 - SAP BI Tools Retire a Content Network Item
— sap-bi-tools
· Analytics & BI Management
BC-610.50 - SAP BI Tools Schedule and Poll the BI Inbox
— sap-bi-tools
· Analytics & BI Management
BC-610.50 - SAP BI Tools Story and Resource Cross-Reference
— sap-bi-tools
· Analytics & BI Management
BC-610.50 - TensorFlow Serving Preflight and Classify
— tensorflow
· Artificial Intelligence Management
BC-610.60 - TensorFlow Serving Route Inference by Version Label
— tensorflow
· Artificial Intelligence Management
BC-610.60 - TensorFlow Serving Pinned Reproducible Example Scoring
— tensorflow
· Artificial Intelligence Management
BC-610.60 - TensorFlow Serving Preflight and Predict
— tensorflow
· Artificial Intelligence Management
BC-610.60 - TensorFlow Serving Preflight and Regress
— tensorflow
· Artificial Intelligence Management
BC-610.60 - TensorFlow Serving Gate a Rollout on Version Readiness
— tensorflow
· Artificial Intelligence Management
BC-610.60 - TensorFlow Serving Compare a Candidate Version Against the Default
— tensorflow
· Artificial Intelligence Management
BC-610.60 - Download, warm, and chat with a local model on Understudy Desktop
— understudy-labs
· Artificial Intelligence Management
BC-610.60 - Viam Train and Monitor an ML Model
— viam
· Artificial Intelligence Management
BC-610.60 - Workato Build and Launch an AI Agent
— workato
· Artificial Intelligence Management
BC-610.60 - Workato Decommission an AI Agent
— workato
· Artificial Intelligence Management
BC-610.60 - Workato Equip a Genie with a Knowledge Base
— workato
· Artificial Intelligence Management
BC-610.60 - Workato Turn a Recipe into a Genie Skill
— workato
· Artificial Intelligence Management
BC-610.60 - ZenML Audit Pipeline Runs
— zenml
· Artificial Intelligence Management
BC-610.60 - ZenML Authenticate and List Pipelines
— zenml
· Artificial Intelligence Management
BC-610.60 - ZenML Bootstrap Project Pipeline
— zenml
· Artificial Intelligence Management
BC-610.60 - ZenML Inspect Run Artifacts
— zenml
· Artificial Intelligence Management
BC-610.60 - ZenML Monitor Pipeline Run
— zenml
· Artificial Intelligence Management
BC-610.60 - ZenML Provision Pipeline
— zenml
· Artificial Intelligence Management
BC-610.60 - ZenML Register Model
— zenml
· Artificial Intelligence Management
BC-610.60 - ZenML Trace Deployment Runs
— zenml
· Artificial Intelligence Management
BC-610.60 - ZenML Track Scheduled Pipeline
— zenml
· Artificial Intelligence Management
BC-610.60