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 580 API surface(s) from 131 provider(s) that can perform some part of it, 55 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.
- Salesforce exemplar 84.3
- Lightspeed Commerce exemplar 83.8
- Stripe exemplar 83.2
- OpenAI exemplar 80.4
- Power BI exemplar 73.6
- Adobe Suite exemplar 73.1
- Benchling exemplar 70.0
- Google Analytics exemplar 70.0
- Oracle Platforms exemplar 69.3
- Matomo exemplar 69.1
- Factset exemplar 67.4
- Confluent exemplar 67.0
- Adobe Analytics exemplar 66.7
- Elastic Stack (ELK Stack) strong 65.8
- Oracle Hospitality strong 65.6
- Amazon SageMaker strong 65.0
- Workato strong 64.6
- Bonitasoft strong 63.7
- Adobe Experience Cloud strong 63.4
- Cloudflare strong 63.4
- Nexla strong 63.1
- Lytics strong 63.0
- Amazon Neptune strong 62.7
- Youtube strong 62.1
- Amigo strong 62.0
- SPOTIO strong 61.9
- Viam strong 61.6
- Boomi strong 61.5
- Seekr strong 61.3
- EPA — U.S. Environmental Protection Agency strong 60.8
- Crusoe strong 60.6
- Merge strong 60.0
- Bynder strong 59.8
- ChatGPT strong 59.8
- Microsoft strong 59.7
- Microsoft Purview strong 59.2
- Microsoft Azure strong 58.8
- LiveRamp strong 58.6
- Omni strong 58.3
- Visier strong 58.3
- Amazon Glue strong 58.2
- ThingsBoard strong 57.6
- Hugging Face strong 57.2
- Grafana strong 56.9
- ALTR strong 56.3
- Oracle strong 56.3
- TetraScience strong 56.2
- Temenos strong 56.1
- Genesys strong 56.0
- Microsoft Dynamics NAV strong 56.0
- Salesforce Automation strong 55.4
- AppDirect strong 55.1
- InfluxData strong 55.0
- Box strong 54.9
- Snowflake strong 54.4
- Mistral AI developing 53.9
- Sweep developing 52.5
- Credo AI developing 52.4
- Mavenlink developing 52.2
- Tableau developing 52.2
- Amazon Comprehend developing 51.8
- Salesforce Sales Cloud developing 51.5
- Comet developing 51.4
- PostHog developing 51.4
- Portkey developing 51.3
- SAP developing 51.3
- Zoho developing 51.3
- Vanilla Forums developing 51.0
- Erply developing 49.9
- FriendliAI developing 49.9
- ArthurAI developing 49.8
- Mavrck developing 49.8
- Altimate AI developing 49.6
- Gemini developing 49.3
- Bigeye developing 49.1
- Xentral developing 48.8
- Letta developing 48.5
- Opik developing 48.4
- Habu developing 48.3
- Charthop developing 48.2
- tread.io developing 48.0
- Aleph Alpha developing 47.9
- Lightdash developing 47.9
- Helicone developing 47.3
- Harvard University developing 47.2
- Rapidata developing 47.0
- Qlik Sense developing 46.4
- Coveo developing 46.3
- Madaket developing 46.3
- Looker developing 46.2
- University of Amsterdam developing 46.2
- Codat developing 46.1
- Depict.AI developing 45.9
- BentoML developing 45.5
- AlgoSeek developing 45.4
- NVIDIA Run:ai developing 45.4
- Lob developing 45.3
- Sumo Logic developing 45.3
- Galileo Technologies developing 44.7
- Ask Sage developing 44.4
- Fulcrumpro developing 43.3
- OpenMetadata developing 42.8
- OpenObserve developing 41.9
- Keboola developing 41.8
- Triton Inference Server developing 41.1
- Tableau Desktop developing 40.6
- Exoscale developing 40.2
- Precisely APIs developing 39.8
- Incentivio developing 39.7
- Infoworks thin 38.9
- Norwegian University of Science and Technology thin 38.3
- Netter thin 37.8
- Events.com thin 37.7
- Label Studio thin 37.7
- Retell AI thin 37.7
- fabric thin 36.6
- QuantCDN thin 36.4
- Unisson thin 35.7
- AdReady (CPXi) thin 35.3
- Cognite thin 35.1
- Chaitin Tech thin 34.8
- International Business Machines thin 34.7
- Bitrix24 thin 34.4
- Telnyx thin 34.1
- LiteLLM thin 33.7
- Queen's University at Kingston thin 33.2
- InfluxDB thin 32.6
- Edge Impulse thin 31.3
- APIs.io Engineering Platform thin 31.0
- LangSmith thin 31.0
- Amazon Web Services emerging 16.7
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 -
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 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 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 -
ChatGPT Chat Completion With Tool Calling
— chatgpt
· Artificial Intelligence Management
BC-610.60 -
ChatGPT Create and Poll a Response
— chatgpt
· Artificial Intelligence Management
BC-610.60 -
ChatGPT Describe an Image Input
— chatgpt
· Artificial Intelligence Management
BC-610.60 -
ChatGPT Moderation Gate Before Generation
— chatgpt
· Artificial Intelligence Management
BC-610.60 -
ChatGPT Multi-Turn Conversation
— chatgpt
· Artificial Intelligence Management
BC-610.60 -
ChatGPT Response Lifecycle With Cleanup
— chatgpt
· Artificial Intelligence Management
BC-610.60 -
ChatGPT Structured JSON Output Response
— chatgpt
· Artificial Intelligence Management
BC-610.60 -
ChatGPT Web Search Grounded Answer
— chatgpt
· 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 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 -
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 -
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