AIOps is one of the API Evangelist areas on the APIs.io network — a focused corner of the API landscape. The full area lives at aiops.apievangelist.com.
30 providers on the network work in this area, including Honeycomb, Soda, Akuity, BigPanda, FireHydrant, Logz.io, and 24 more — each links out to that provider’s APIs, schemas, and governance artifacts.
Related areas: Monitoring, Observability, Logging, and Agents. Browse every area at areas.apis.io.
About this area
AIOps applies artificial intelligence and machine learning to IT operations, enabling intelligent alerting, anomaly detection, automated root cause analysis, and predictive…
Related providers (50)
Top 30 of 50 network providers tagged for this area — search the full set on apis.io.
| Provider | Description | APIs | Rating |
|---|---|---|---|
| Honeycomb | Honeycomb is an observability platform for understanding complex distributed systems through high-cardinality, high-dimensional telemetry. Founded in 2016 by Charity Majors and ... | 13 | exemplar |
| Soda | Soda is a data quality and data observability platform for the modern data stack. Its core abstraction is the data contract — a declarative YAML source of truth that defines the... | 1 | exemplar |
| Akuity | Akuity is the enterprise software delivery company founded by the creators of Argo CD and Kargo. The Akuity Platform is its commercial, fully-managed offering: hosted, enterpris... | 8 | exemplar |
| BigPanda | BigPanda is an agentic IT operations (AIOps) platform that ingests alerts from monitoring and observability tools, correlates them into a small number of actionable incidents, l... | 27 | exemplar |
| FireHydrant | FireHydrant is an incident management platform, now part of Freshworks, that covers the whole incident lifecycle — declaring and driving incidents from Slack or Microsoft Teams,... | 1 | strong |
| Logz.io | Logz.io is a managed cloud observability platform built on the ELK Stack (Elasticsearch / Logstash / Kibana, plus OpenSearch and Grafana) that unifies log management, infrastruc... | 19 | strong |
| Groundcover | groundcover is a cloud-native observability platform that uses eBPF for zero-instrumentation monitoring of Kubernetes and Linux workloads, covering logs, metrics, traces, Kubern... | 1 | strong |
| Moogsoft | Moogsoft is an AIOps platform for IT operations, DevOps and SRE teams that ingests events, alerts and metrics from across a hybrid estate, deduplicates and reduces noise, correl... | 17 | strong |
| ScienceLogic | ScienceLogic is an AIOps and IT operations company whose ScienceLogic AI Platform — rebranded in 2026 as the Skylar family — covers infrastructure and application observability,... | 5 | strong |
| Metaplane | Metaplane is a data observability platform for data teams — automated anomaly detection, data quality monitoring, column-level lineage, schema-change alerting and data CI/CD acr... | 1 | strong |
| LogicMonitor | LogicMonitor is an AI-powered hybrid observability and AIOps platform that monitors infrastructure, cloud and multi-cloud estates, containers, networks, databases, storage, logs... | 2 | strong |
| Elastic Observability | Elastic Observability is Elastic's unified logs, metrics, traces and profiling solution, built on the Elastic Stack. Its published machine-readable contract is the Observability... | 1 | strong |
| Deployxa | AI-first autonomous cloud deployment platform for deploying AI-built and containerized web apps to production, featuring a deployment intelligence engine, global edge deployment... | 1 | strong |
| 7SIGNAL | 7SIGNAL is an enterprise wireless and wired network experience monitoring platform, headquartered in Independence, Ohio, that measures Wi-Fi and network performance from the cli... | 1 | developing |
| Kentik | Kentik is a network observability company whose SaaS platform (the Kentik Portal) unifies network flow records, BGP routing, SNMP and streaming telemetry, synthetic tests, and c... | 20 | developing |
| Chronosphere | Chronosphere is a cloud-native observability platform for controlling the cost and volume of telemetry data at scale, spanning metrics, logs, traces and change events. It ships ... | 3 | developing |
| Zenoss | Zenoss is an AIOps and full-stack IT infrastructure monitoring platform, acquired by Virtana in May 2025 and now sold as Virtana Service Observability. It ingests metrics, event... | 3 | developing |
| Virtana (Virtual Instruments) | Virtana (formerly Virtual Instruments) is an AI-powered hybrid infrastructure observability company whose platform monitors and optimizes performance, cost, and risk across on-p... | 3 | developing |
| OpsMill | OpsMill is the company behind Infrahub, an open-source, graph-based infrastructure data management platform that unifies a source of truth for network, data center, and cloud au... | 1 | developing |
| IncidentFox (Brownie) | IncidentFox (the company was surfaced in the API Evangelist network under its Y Combinator portfolio codename "Brownie") is an open-source, AI-powered SRE platform that automate... | 1 | developing |
| Juniper Mist AI | Juniper Mist AI is the AI-driven enterprise networking platform that powers Juniper Networks' AI-Native Networking portfolio. Acquired by Juniper Networks in 2019, Mist pioneere... | 1 | developing |
| RunWhen | RunWhen is an AI platform for building safe-for-production agents that triage alerts, remediate infrastructure, analyze cost, and answer questions about production systems. Engi... | 1 | developing |
| Chamber | Chamber is an AIOps control plane for enterprise AI infrastructure (Y Combinator W26, Seattle). Its always-on agent — Chambie — monitors, diagnoses, and automatically resolves G... | 1 | developing |
| Deeptrace | Deeptrace is an AI SRE (site reliability engineering) agent that automatically investigates and root-causes production alerts by reasoning across logs, traces, metrics, and code... | 1 | developing |
| Motadata | Motadata (Mindarray Systems) is a global IT software company running two AI-native platforms on a shared deep-learning foundation: ObserveOps, a unified observability and AIOps ... | 2 | thin |
| Doctor Droid | Doctor Droid (DrDroid), built by Deep Sea Tech Inc., is an AI-powered SRE and on-call agent that builds a knowledge graph of your technology stack — cloud, code, and telemetry —... | 1 | thin |
| Neubird | NeuBird AI is "The Production Operations Agent" — an autonomous AI SRE platform that investigates, triages, and resolves production incidents. It connects to an organization's e... | 1 | thin |
| Keep | Keep is an open-source AIOps and alert management platform that unifies alerts from any monitoring tool, providing deduplication, correlation, enrichment, and workflow automatio... | 1 | thin |
| Incident.io | incident.io is an incident management platform that helps teams declare, manage, and learn from incidents. | 25 | thin |
| Rootly | Rootly is an incident management platform that automates incident response workflows and integrates with existing tools. | 7 | thin |
Related areas
Monitoring (7 shared)
Observability (6 shared)
Logging (3 shared)
Agents (1 shared)
Microservices (1 shared)
Performance (1 shared)
Cohort brief
Auto-generatedThe 30 providers in the APIs.io catalog working in AIOps, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
30
all scored
Mean Kin Score
52.2
+28.4 vs catalog 23.8
Mean Agent Readiness
31.1
+19.5 vs catalog 11.6
Spread
28–80.6
median 52.7 · σ 13.3
How the 30 split by band
Exemplar 4Strong 9Developing 11Thin 6Emerging 0Minimal 0
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 61.7 | 23.3 | +38.4 | 30 |
| Access Clarity | 58.8 | 26.3 | +32.5 | 30 |
| Operational Transparency | 45.6 | 13.9 | +31.7 | 30 |
| Contract Quality | 51.1 | 19.8 | +31.3 | 30 |
| Discoverability | 73.3 | 61 | +12.3 | 30 |
| Contract Governance | 14.2 | 6.3 | +7.9 | 30 |
A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.
What this cohort publishes
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 60% | 10% | +50 |
| MCP server (first-party) | 60% | 9% | +51 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 33% | 11% | +22 |
| Security | 100% | 97% | +3 |
| Arazzo workflows | 3% | 2% | +1 |
| Governance rules | 13% | 14% | -1 |
mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.
Top by Kin Score
- 1 Honeycomb 80.6
- 2 Soda 71.6
- 3 Akuity 71.5
- 4 BigPanda 70.3
- 5 FireHydrant 65.5
- 6 Logz.io 64.9
- 7 Groundcover 61.2
- 8 Moogsoft 61.2
- 9 ScienceLogic 59.5
- 10 Metaplane 59.4
Top by Agent Readiness
- 1 Chronosphere 54.9
- 2 Deployxa 51.1
- 3 ScienceLogic 47.9
- 4 Groundcover 44.8
- 5 RunWhen 42.6
- 6 Honeycomb 41.9
- 7 BigPanda 41
- 8 Soda 35.9
- 9 7SIGNAL 34.9
- 10 FireHydrant 34.2
All 30 members of this roster resolve to a scored provider in
the catalog.Generated from the catalog build of
9 September 2026, across 27528
providers, using the same computation served by the
APIs.io cohort API. Briefs are published for rosters of
5 or more scored providers; below that a distribution is not meaningful.
Work with this as data
Every area here is available over the APIs.io API and to AI agents over MCP.