# Acceldata

**Canonical:** https://apis.io/providers/acceldata/  
**Website:** https://www.acceldata.io/  
**APIs profiled:** 7

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.

## Kin Score — 33.8 / 100 (thin)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 33.8).

| Facet | Score |
|---|---|
| Discoverability | 81.5 |
| Contract Quality | 27.6 |
| Governance | 25.0 |
| Contract Governance | 25.0 |
| Operational Transparency | 10.5 |
| Developer Ergonomics | 16.7 |
| Commercial Clarity | 55.3 |
| Access Clarity | 55.3 |

## Agent readiness — 41.9 (agent-ready)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | verified |
| OpenAPI Examples | verified |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Freemium · Self-serve signup — onboarding: self-serve, pricing: freemium, trial: no (confidence: high).

## APIs (7)

- **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

## Agentic access (1)

- **Acceldata Agentic Access** — 9 operations · 2 acting

## Security (3)

- **Acceldata Authentication** — apiKey · 1 scheme
- **Acceldata Domain Security** — TLSv1.3 · HSTS · DMARC
- **Acceldata Trust Center** — SOC 2, ISO 27001, HIPAA

## Plans (1)

- **Acceldata Plans Pricing**

## Use cases (6)

- **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

## Tags

AI Agents, Data Management, Data Observability, Data Pipeline, Data Quality, Intelligence, Observability

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/acceldata/). Scores are computed from the provider's own public artifacts under a published rubric.