20 Dataiku Agent Management alternatives
Dataiku Agent Management: Finds every AI agent an enterprise is running across AWS, Databricks, Google, Microsoft, Salesforce and Snowflake, then measures and risk-ranks them. 20 apps do similar work, most sharing Agents, Compliance and Enterprise, ranked by how much they have in common with Dataiku Agent Management.
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An OpenTelemetry-native control plane for AI agents that enforces policy mid-run instead of paging you after the incident, with cost attribution and EU AI Act evidence built in.
Also: Agents, Compliance, Monitoring, Observability
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Prefactor Pty Ltd
Agent observability and evaluation that scores every production run for quality, drift and risk — and can pause or block a risky action before it executes.
Also: Compliance, Monitoring, Observability
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A governed platform for running AI agents in production, with Omni — an automated forward-deployed engineer that builds and maintains them for you.
Also: Compliance, Enterprise, Observability
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Reads your production chat and voice agent conversations to surface the silent failures, frustration loops and policy breaches that offline evals never catch.
Also: Agents, Monitoring, Observability
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Agentic data platform that turns business questions into defensible, auditable narratives — with sources, assumptions and lineage attached.
Also: Agents, Compliance, Enterprise
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An IT control plane that puts every internal AI agent — whoever built it and in whatever tool — behind one identity, access policy and audit trail.
Also: Agents, Compliance, Enterprise
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Zeabur, Inc.
A shared DevOps workspace where AI agents investigate incidents and operate AWS, GCP and Kubernetes under IAM scoping, approval gates and a full audit trail.
Also: Compliance, Monitoring
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Session replay, error tracking and vision-AI agents in one SDK — agents watch real user sessions on a schedule, file the bugs they find and post to Slack.
Also: Monitoring, Observability
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Open-source, OpenTelemetry-native observability platform for logs, metrics and traces — with first-class tracing for LLM calls and agent runs.
Also: Monitoring, Observability
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An AI on-call agent that drops read-only probes into running production code, capturing live variable snapshots and stack context without a redeploy or a restart.
Also: Monitoring, Observability
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Build workflows, internal apps and AI agents on one governed platform, so IT and security keep visibility and control over everything teams ship.
Also: Compliance, Enterprise
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Writer, Inc.
Enterprise agentic AI platform built on its own Palmyra models — delegate marketing, sales and support work to agents that stay on-brand and inside IT's controls.
Also: Compliance, Enterprise
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Warehouse-native product analytics that joins AI agent traces to user behaviour, so you can see which tool calls actually convert.
Also: Enterprise, Observability
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Security scanner and runtime monitor for AI agents that audits skills, MCP servers and CLI tools for malicious code and prompt injection.
Also: Agents, Monitoring
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AI-native practice management for small law firms: agents run intake, drafting, deadlines and billing; the lawyer approves every action.
Also: Agents, Compliance
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Arize AI
AI engineering platform for tracing, evaluating and improving LLM apps and agents — with Phoenix, its open-source local-first counterpart, for teams that want to start without a vendor.
Also: Agents, Observability
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Anthropic
Anthropic's desktop agent for non-coding knowledge work: point it at a folder, describe the outcome, and it does the multi-step work itself.
Also: Agents, Enterprise
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Retool
Retool's AI layer: generate internal apps from prompts on live company data, plus AI workflows and hourly-billed agents with enterprise controls.
Also: Agents, Enterprise
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Multi-agent workspace where teams hire reusable "digital employees" — an orchestrator runs specialists in parallel and returns finished decks, dashboards, reports and Excel files.
Also: Agents, Enterprise
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Agentic IDE that runs coding agents, self-healing QA tests and production monitoring in one workspace so fixes reach a PR automatically.
Also: Monitoring