AI SRE For
Fast Moving Teams
Deductive is your team’s AI SRE that is always on call, troubleshoots and resolves incidents, and keeps production systems reliable.
While the industry raced toward coding agents, our partnership with Deductive took a different path: bringing agentic AI directly into data operations. Together, we built a system that unifies our telemetry streams with Deductive’s reasoning engine, creating an AI-powered frontline agent that proactively manages our data pipelines—detecting anomalies, diagnosing root causes, and accelerating resolution.
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Vikram Gundeti
CTO @ Foursquare
Our Ads Platform operates at a pace where manual, slow-moving investigations are no longer viable. Every minute of downtime directly affects company revenue. In those high-stress, ambiguous early moments of an incident, AI-driven triage plays a crucial role in accelerating our path to mitigation—supporting our 2026 goal of a 10-minute resolution window. Deductive has become a critical extension of our team, rapidly synthesizing signals across dozens of services and surfacing the insights that matter—within minutes.
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Shahrooz Ansari
Senior Director Of Engineering @ DoorDash
Deductive promises to democratize visibility into our training infrastructure that has a steep learning curve today. We are excited to partner with Deductive and believe it can automatically connect the dots across hundreds of workflow executions and point us to the root cause of any failed training workflow.
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Virajith Jalaparti
Head of Infrastructure @ Kumo AI
We’ve been using Deductive for about a year now. It gives us the clarity and speed we need to turn telemetry and code data into meaningful action. Deductive has demonstrated ability to learn and adapt to our unique use case and provide the key insights at every step of the investigation for our team to move faster, smarter, and with confidence.
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Pratik Kotkar
VP Engineering @ Apoha
Understands Your Entire System
Builds a knowledge graph that uncovers deep relationships across your codebase, telemetry (logs, metrics, and traces), engineering discussions, and knowledge bases.
Resolves Incidents
Multiple AI agents work in close coordination to test hypotheses, make observations , and converge on precise root causes with clear evidence and actionable fixes.
Gets Precise Answers
Whether it’s “why did latency increase?” or “which service depends on this API?” Deductive responds with detailed context, anomalies and observations.
Your Tech Stack, Integrated Seamlessly
Deductive AI integrates with your code and existing observability tools, enhancing your current workflows without disruption
Secure. Encrypted. And Confidential.
Deductive AI ensures complete isolation and security of your data
We adhere to a strict data protection and privacy policy, respecting the sensitive nature of the telemetry data and code we handle.
