Acceldata
Acceldata is an agentic data management platform that helps enterprises monitor, govern, and optimize data across cloud, lakehouse, and hybrid environments. The platform combines AI-powered agents with data observability to proactively detect issues, trace root causes, and automate remediation workflows. Key products include ADM (Agentic Data Management), ADOC (Acceldata Data Observability Cloud), Pulse for Hadoop environments, and Agent Studio for building custom AI agents. It supports integrations with Snowflake, Databricks, AWS, GCP, Azure, and Hadoop.
Acceldata publishes 36 APIs on the APIs.io network, including Alerts API, Data Quality Rules API, Datasets API, and 33 more. Tagged areas include AI Agents, Data Management, Data Observability, Data Pipeline, and Data Quality.
The Acceldata catalog on APIs.io includes 1 JSON-LD context and 2 Spectral governance rulesets.
Acceldata’s developer surface includes authentication, developer portal, documentation, getting-started guide, pricing, engineering blog, changelog, and 50 more developer resources.
Kin Score
Standards implemented 1
Interfaces this provider implements that became standards by being copied rather than ratified. Each is profiled by the API Commons, and the evidence column says how the claim was established — not that it was made.
APIs 36
Individual APIs this provider publishes, each with its own machine-readable definition.
Acceldata Alerts API
Monitor and manage data quality and pipeline alerts
Acceldata Data Quality Rules API
Manage data quality rules and monitoring policies
Acceldata Datasets API
Manage and query dataset metadata and quality metrics
Acceldata Lineage API
Query data lineage and impact analysis
Acceldata Pipeline Jobs API
Monitor data pipeline job execution and health
Acceldata Roles API
Manage roles and permissions
Acceldata Users API
Manage users and user invitations
Acceldata API Keys API
List and revoke API keys belonging to individual users or across the realm. API keys authenticate programmatic requests made on behalf of a user.
Acceldata Asset Activity API
The Asset Activity API from Acceldata — 2 operation(s) for asset activity.
Acceldata Asset Configuration API
The Asset Configuration API from Acceldata — 1 operation(s) for asset configuration.
Acceldata Asset Metadata API
The Asset Metadata API from Acceldata — 1 operation(s) for asset metadata.
Acceldata Asset Sampling API
The Asset Sampling API from Acceldata — 2 operation(s) for asset sampling.
Acceldata Asset Tags & Labels API
The Asset Tags & Labels API from Acceldata — 4 operation(s) for asset tags & labels.
Acceldata Asset Types API
The Asset Types API from Acceldata — 1 operation(s) for asset types.
Acceldata Asset UDF Variables API
The Asset UDF Variables API from Acceldata — 2 operation(s) for asset udf variables.
Acceldata Asset Watch API
The Asset Watch API from Acceldata — 2 operation(s) for asset watch.
Acceldata Client Roles API
Assign and remove client (platform) roles for a user. Client roles determine which platform-wide actions a user can perform, independent of any domain-scoped access.
Acceldata Custom Assets API
The Custom Assets API from Acceldata — 1 operation(s) for custom assets.
Acceldata Data Cadence Rules API
The Data Cadence Rules API from Acceldata — 3 operation(s) for data cadence rules.
Acceldata Data Drift Rules API
The Data Drift Rules API from Acceldata — 8 operation(s) for data drift rules.
Acceldata Group Management API
Create, retrieve, update, and delete user groups, and view the roles available to a group. Groups let administrators assign roles and permissions to multiple users at once inste...
Acceldata Profile Anomaly Rules API
The Profile Anomaly Rules API from Acceldata — 5 operation(s) for profile anomaly rules.
Acceldata Profile Update API
Self-service account operations, such as triggering a forgot-password email for a user.
Acceldata Reconciliation Rules API
The Reconciliation Rules API from Acceldata — 12 operation(s) for reconciliation rules.
Acceldata Reference Assets API
The Reference Assets API from Acceldata — 1 operation(s) for reference assets.
Acceldata Role Mapping API
Retrieve the client roles currently assigned to a user.
Acceldata Rule Configuration API
The Rule Configuration API from Acceldata — 2 operation(s) for rule configuration.
Acceldata Rule Tags API
The Rule Tags API from Acceldata — 1 operation(s) for rule tags.
Acceldata Rules API
The Rules API from Acceldata — 2 operation(s) for rules.
Acceldata Schema Drift Rules API
The Schema Drift Rules API from Acceldata — 6 operation(s) for schema drift rules.
Acceldata Service Users API
Create, retrieve, update, and manage service users — non-human identities used for automated access and system-to-system integrations in place of personal user API keys. Include...
Acceldata Tag Associations API
Unified tag association endpoints (associate tags with, and read tags for, catalog entities)
Acceldata Tags API
Create tag keys, add values to a key, and search across tag key/value pairs.
Acceldata UDF Templates API
The UDF Templates API from Acceldata — 2 operation(s) for udf templates.
Acceldata UDF Validation API
The UDF Validation API from Acceldata — 2 operation(s) for udf validation.
Acceldata User Management API
Create, retrieve, update, and remove users, and manage their group memberships. Users provisioned through SCIM are synced from the identity provider and have restricted edit and...
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Postman Collections 1
Ready-to-run Postman collections for exercising this provider's APIs.
Open Collections 8
Open, tool-agnostic API collections (OpenAPI-derived and Bruno).
API Collection
OPEN COLLECTIONAcceldata - Data Observability Cloud Alerts API
OPEN COLLECTIONAcceldata - Data Observability Cloud Alerts Datasets API
OPEN COLLECTIONAcceldata - Data Observability Cloud Alerts Lineage API
OPEN COLLECTIONAcceldata - Data Observability Cloud Alerts Roles API
OPEN COLLECTIONAcceldata - Data Observability Cloud Alerts Users API
OPEN COLLECTIONScroll for all 8
Arazzo Workflows 7
Multi-step API workflows described with the Arazzo specification.
Acceldata Access Review
List organization users and the platform roles so access can be reviewed against defined permissions.
ARAZZOAcceldata Create and Verify Data Quality Rule
Resolve a dataset, create a data quality rule on it, and confirm the rule is registered.
ARAZZOAcceldata Critical Alert Sweep
List open critical alerts and acknowledge the first one when any are present.
ARAZZOAcceldata Dataset Quality Audit
Resolve a dataset, list its data quality rules, and map its lineage for impact analysis.
ARAZZOAcceldata Onboard Rule With Impact
Resolve a dataset, review its existing rules, create a new rule, and map downstream impact.
ARAZZOAcceldata Pipeline Failure Investigation
Find failed pipeline jobs, pull related critical alerts, and acknowledge the first one.
ARAZZOAcceldata Triage Dataset Alerts
Resolve a dataset, pull its open alerts, and acknowledge the most severe one.
ARAZZOScroll for all 7
MCP Servers 1
Model Context Protocol servers that expose these APIs to AI agents.
Acceldata MCP Server
MCP SERVERPricing Plans 1
Published pricing tiers and plan structures.
Rate Limits 1
Documented rate limits and quota policies.
Acceldata Rate Limits
RATE LIMITSFinOps 1
Cost, billing, and metering signals for API financial operations.
Acceldata Finops
FINOPSFeatures 9
Notable capabilities this provider offers.
Agentic Data Management
AI-powered agents that proactively detect issues, trace root causes, and automate data quality remediation workflows
Data Quality Monitoring
Multi-variate anomaly detection, column-level profiling, and proactive monitoring across all data platforms
Data Lineage
End-to-end data lineage visualization with schema change management and column-level impact analysis
Pipeline Health Monitoring
Real-time SLA monitoring, bottleneck identification, and root cause analysis for data pipelines
Data Cost Management
Visibility into data spending, budget optimization, chargebacks, and cost forecasting across cloud environments
Business Notebook
Natural language interface with contextual memory for querying data quality and observability insights
Agent Studio
Low-code environment for building and deploying custom AI agents for data management workflows
BYOLLM Support
Bring Your Own Large Language Model for enterprise-controlled AI inference within data operations
xLake Reasoning Engine
Exabyte-scale, AI-aware processing engine supporting cloud hyperscalers and on-premises deployments
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Semantic Vocabularies 1
JSON-LD contexts and semantic vocabularies used across these APIs.
Acceldata Adoc Api Context
JSON-LDSpectral Rules 2
Spectral governance rulesets for linting and validating these APIs.
Acceldata API Rules
SPECTRALAcceldata API Rules
SPECTRALJSON Schema 17
Standalone JSON Schema definitions for this provider's data models.
AcknowledgeAlertRequest
JSON SCHEMAAlertList
JSON SCHEMAAlert
JSON SCHEMACreateDataQualityRuleRequest
JSON SCHEMADataQualityRuleList
JSON SCHEMADataQualityRule
JSON SCHEMADatasetList
JSON SCHEMADataset
JSON SCHEMAErrorResponse
JSON SCHEMALineageGraph
JSON SCHEMALineageNode
JSON SCHEMAPipelineJobList
JSON SCHEMAPipelineJob
JSON SCHEMARoleList
JSON SCHEMARole
JSON SCHEMAUserList
JSON SCHEMAUser
JSON SCHEMAScroll for all 17
JSON Structure 17
JSON Structure definitions describing this provider's data shapes.
Adoc Api Acknowledge Alert Request Structure
JSON STRUCTUREAdoc Api Alert List Structure
JSON STRUCTUREAdoc Api Alert Structure
JSON STRUCTUREAdoc Api Create Data Quality Rule Request Structure
JSON STRUCTUREAdoc Api Data Quality Rule List Structure
JSON STRUCTUREAdoc Api Data Quality Rule Structure
JSON STRUCTUREAdoc Api Dataset List Structure
JSON STRUCTUREAdoc Api Dataset Structure
JSON STRUCTUREAdoc Api Error Response Structure
JSON STRUCTUREAdoc Api Lineage Graph Structure
JSON STRUCTUREAdoc Api Lineage Node Structure
JSON STRUCTUREAdoc Api Pipeline Job List Structure
JSON STRUCTUREAdoc Api Pipeline Job Structure
JSON STRUCTUREAdoc Api Role List Structure
JSON STRUCTUREAdoc Api Role Structure
JSON STRUCTUREAdoc Api User List Structure
JSON STRUCTUREAdoc Api User Structure
JSON STRUCTUREScroll for all 17
Examples 17
Example request and response payloads for these APIs.
Adoc Api Alert Example
EXAMPLEAdoc Api Alert List Example
EXAMPLEAdoc Api Dataset Example
EXAMPLEAdoc Api Role Example
EXAMPLEAdoc Api Role List Example
EXAMPLEAdoc Api User Example
EXAMPLEAdoc Api User List Example
EXAMPLEScroll for all 17
Security Posture 4
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Scopes 1
OAuth scopes governing access to this provider's APIs.
Agentic Access 1
Recommended x-agentic-access execution contracts for AI agents.
Use Cases 6
What developers build with this provider.
Data Quality Assurance
Continuously monitor and automatically remediate data quality issues across cloud and hybrid environments
Cloud Migration Validation
Validate data completeness, consistency, and accuracy during cloud migration projects
AI and LLM Data Readiness
Ensure data pipelines produce clean, reliable, and AI-ready datasets for training and inference
Cost Optimization and FinOps
Identify and reduce wasteful data pipeline and infrastructure costs with granular usage analytics
Data Reconciliation
Automatically detect and resolve discrepancies between source and target systems across platforms
Compliance and Data Governance
Track data lineage and access patterns to support regulatory compliance and data governance programs
Resources
Get Started 3
Portal, sign-up, and the first successful call
Documentation 2
Reference material describing how the API behaves
Agent Surfaces 9
MCP servers, agent skills, and machine-readable catalogs
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Design & Contract 15
Pagination, idempotency, versioning, errors, and events
Scroll for all 15
Build 6
SDKs, sample code, and the tooling you integrate with
Access & Security 7
Authentication, authorization, and security posture
Scroll for all 7
Operate 4
Status, limits, changes, and where to get help
Commercial 5
Pricing, plans, and the legal terms of use
Company 3
The organization behind the API
Other 3
Properties that don't map to a standard resource type
Source (apis.yml)
Work with this as data
Every provider here is available over the APIs.io API and to AI agents over MCP.