Deductive AI: Revolutionizing Software Debugging with Code-Aware AI

Deductive AI is a powerful, AI-driven observability platform engineered to accelerate and automate root cause analysis in complex software systems. By integrating deeply with codebases and observability tools—such as metrics, logs, traces, and events—it constructs a real-time, code-aware knowledge graph that enables lightning-fast queries across petabytes of data. Designed for engineering teams, it functions as an intelligent on-call engineer, using multi-agentic reasoning and advanced AI models to detect anomalies, discover relevant artifacts, and generate actionable plans with precision. Its enterprise-grade security ensures data remains isolated within the customer’s VPC, never stored on servers, and never used to train models for other users. With seamless integration, minimal performance impact, and support for massive-scale environments (10M+ lines of code, 100+ microservices), Deductive AI drastically reduces mean time to resolution by 40–60%, empowering teams to focus on innovation rather than firefighting.

Key Features:

• Code-Aware Knowledge Graph: Builds a unified, dynamic graph of code and telemetry data with millions of nodes in seconds.
• AI-Powered Root Cause Analysis: Identifies the true source of system failures in seconds using contextual filtering and semantic understanding.
• Multi-Agentic Reasoning: Employs hundreds of specialized AI agents that plan ahead, self-reflect, and continuously improve.
• Real-Time Alert Investigation: Analyzes every alert instantly by correlating code changes, infrastructure state, application load, and service dependencies.
• Automatic Context Discovery: Intelligently surfaces related logs, code, and events during investigations without manual input.
• Actionable Insights & Plans: Generates step-by-step remediation strategies at every stage of troubleshooting.
• Zero Data Storage Policy: All data is processed and immediately deleted post-analysis—no retention, no sharing.
• On-Premise & SaaS Deployment: Offers flexible deployment options with full data control and isolation.
• Enterprise Security: Includes VPC-only processing, role-based access, audit logging, SAML/LDAP support, and encryption.
• Lightweight Integration: Minimal system impact with rapid setup—initial configuration in hours, full understanding within a week.
• Personalization & Feedback Loop: Learns from user behavior and direct feedback to enhance accuracy over time.
• High-Performance Scalability: Handles billions of time-series points and petabytes of logs efficiently.
• Third-Party AI Integration: Leverages advanced models from trusted vendors like OpenAI for enhanced reasoning.

Pricing: Deductive AI offers a free trial to experience its full capabilities, allowing teams to test performance, security, and integration before committing.

Conclusion: Deductive AI is a transformative solution for engineering teams tackling complex system failures. Its unmatched speed, precision, and privacy-first architecture make it an essential tool for modern software operations, turning chaotic debugging into a streamlined, intelligent process.