AI Oncall Engineer expert on code and telemetry
Deductive combines deep understanding of your codebase and telemetry data to automate the root cause analysis and resolution of issues.
Modern distributed systems operate at a scale where traditional debugging approaches fail.
Not because we lack data, but because we lack code understanding/code context.
Investigate Code in Real Time. Get Immediate Answers.
Get instant answers when things break. Deductive AI detects regressions, traces code issues, and identifies service dependencies in real time—automatically triggered by your alerting or issue-tracking platforms.
How Deductive Works
Code Aware Knowledge Graph
Build a knowledge graph with millions of nodes in seconds, connecting your codebase, telemetry data (logs, metrics, traces), and tools like Jira and Slack.
It maps your system, linking telemetry to specific code paths, so you can quickly understand where data comes from and investigate issues with clarity and context.
Precise Information Discovery
Deductive intelligently ranks data by combining semantic relevance, Bayesian priors, anomalies, change events, and human feedback.
This process prunes the knowledge graph to surface only the most critical information. Real-time analysis of releases, configurations, and system behavior ensures you're always focused on what matters most during investigations.
Multi-Agentic Reasoning
Specialized AI models map affected services to exact code paths and correlate current behavior with historical patterns. All analysis happens in under 500 milliseconds, enabling rapid fault isolation.
Evidence-backed resolution paths and impact assessments help you understand both immediate issues and broader system implications.
Secure by Design, Built to Scale
Built for the security, scale, and compliance needs of modern enterprises
Complete Control of Your Data
All Processing in Your VPC
Code and data stay entirely in your environment with zero external data transmission.
Zero Data Storage Policy
Real-time data processing, with no data retained on our servers. Post-analysis, all data is automatically cleaned up.
Complete Isolation
Every customer’s environment is completely isolated to maintain strict separation.
Enterprise-Grade Security Controls
Granular Role-Based Access
Ensure that only authorized users have access to specific data or functions.
Complete Audit Logging
Full visibility into all system activities with comprehensive audit trails.
Enterprise SSO
Support for SAML/LDAP to ensure secure, centralized user access and identity management
Built for Production Scale
From startups to tech giants - handle any system scale
10M+
1000+
500GB+
Real-time
<200ms
<100ms
Your Tech Stack, Integrated Seamlessly
Deductive AI integrates with your code and existing observability tools, enhancing your current workflows without disruption
Get ready to redefine the way your developers and SREs root cause software issues
Request early access and offload your debugging to Deductive AI
Frequently Asked Questions
Why do we need Deductive with our existing monitoring tools?
Traditional tools collect data but struggle to connect the dots. Deductive combines code understanding with observability data, eliminating manual correlation and providing immediate, actionable insights.
How do you handle sensitive data and security?
Traditional tools collect data but struggle to connect the dots. Deductive combines code understanding with observability data, eliminating manual correlation and providing immediate, actionable insights.
Can you handle complex, custom infrastructure?
Traditional tools collect data but struggle to connect the dots. Deductive combines code understanding with observability data, eliminating manual correlation and providing immediate, actionable insights.
What's the implementation effort?
Traditional tools collect data but struggle to connect the dots. Deductive combines code understanding with observability data, eliminating manual correlation and providing immediate, actionable insights.
What's the real impact on incident response?
Traditional tools collect data but struggle to connect the dots. Deductive combines code understanding with observability data, eliminating manual correlation and providing immediate, actionable insights.