Deductive AI

Deductive AI is a DevOps & Infrastructure tool that acts as an AI SRE, troubleshooting and resolving incidents. It understands your entire codebase and telemetry data to pinpoint root causes rapidly.

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At a glance

Pricing

Freemium · Enterprise · Paid

Free tier

API

Skill level

Technical

About

What is Deductive AI?

Deductive AI functions as an AI Site Reliability Engineer (SRE) for fast-moving engineering teams, providing always-on incident troubleshooting and resolution. It builds a comprehensive knowledge graph across your codebase, telemetry data (logs, metrics, traces), engineering discussions, and knowledge bases to understand your entire system. Multiple AI agents coordinate to test hypotheses, make observations, and converge on precise root causes with clear evidence and actionable fixes. Deductive AI provides precise answers to complex questions like "why did latency increase?" with detailed context and anomalies, integrating seamlessly with existing observability tools and code repositories. It offers both self-hosted and SaaS deployment options, ensuring complete data isolation and security.

Best used for

Ideal for developers who need to accelerate incident resolution, proactively manage data pipelines, and gain deep visibility into their training infrastructure. Especially valuable for teams operating at scale where manual investigations are no longer viable and rapid root cause analysis is critical for maintaining system reliability.

Common actions

troubleshoot incidents

diagnose root causes

monitor production systems

analyze telemetry data

resolve software issues

Capabilities

Key features

Builds knowledge graph
Multiple AI agents
Precise root cause analysis
Integrates with observability tools
Self-hosted/SaaS deployment
Data isolation and security

Target Audience

developer

Integrations

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Pricing & Plans

Freemium · Enterprise · Paid

Not publicly disclosed. Check deductive.ai for current pricing.

FAQs

What is the difference between Quick and Deep Investigations?

Quick Investigations support fast, lightweight analysis for triage, early signal, and situational awareness, ideal for initial assessments. Deep Investigations offer extended, multi-step research across code and telemetry to support complex and comprehensive incident investigations.

Does Deductive AI store customer data?

No, Deductive AI ensures complete isolation and security of your data. They do not store your data on their servers or use it to train models for other customers, adhering to strict data protection and privacy policies.

What deployment options are available for Deductive AI?

Deductive AI offers both self-hosted and SaaS deployment options to suit different organizational needs. This flexibility allows teams to choose the model that best aligns with their infrastructure and security requirements.

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