Your AI Infrastructure Co-Pilot

Augment every engineer with AI that investigates incidents systematically, simulates changes safely, and learns continuously

10x your team's velocity with intelligent automation that handles the heavy lifting, so you can focus on solving problems—while you stay in complete control.

Augmentation, Not Replacement

OATS AI amplifies your team's capabilities, handling tedious investigation work so your engineers focus on insights and solutions

10x Engineering Velocity

Your engineers spend 80% of their time on insights and solutions instead of hunting through logs and dashboards. OATS handles evidence gathering, correlation, and systematic investigation automatically.

Continuous Learning

OATS learns from every investigation and your feedback. Patterns your team recognizes over years become automatic. New engineers get instant access to institutional knowledge that never walks out the door.

Human-in-the-Loop Control

You're always in command. OATS investigates and recommends. You review, guide, and decide. Perfect balance of AI speed with human judgment and expertise.

Tireless 24/7 Partner

OATS investigates systematically at 3 AM with the same rigor as 3 PM. No fatigue, no shortcuts, no missed details—even under pressure. Your team gets complete context instantly.

Scales With Your Team

Whether you're 5 engineers or 500, OATS augments everyone equally. Knowledge compounds, patterns persist, and capabilities grow with usage. No additional headcount needed.

Adapts to Your Environment

Not a rigid playbook. OATS learns your infrastructure, your team's preferences, and your unique patterns. Gets more valuable the longer you use it, continuously refining its approach.

Two Products, One Mission

Intelligent co-pilots that augment your team's capabilities throughout the entire infrastructure lifecycle

OATS Agent

Your 24/7 Investigation Co-Pilot

When incidents happen, OATS Agent works alongside your engineers—investigating systematically while you stay focused on resolution. It gathers evidence from across your entire stack, provides insights and recommendations, and learns from your feedback to improve future investigations.

  • Collaborative Intelligence: Works with your engineers, not instead of them. You guide, OATS investigates.
  • Systematic Investigation: Follows proven methodology consistently, checking every angle and building complete evidence chains.
  • Continuous Learning: Remembers patterns, adapts to feedback, and improves with every incident.
  • Unified Context: Correlates logs, metrics, traces, and changes into one coherent narrative.
  • Multi-Cloud Support: Works with CloudWatch, Datadog, Prometheus, Splunk, Kubernetes, AWS, GCP, Azure.
  • Always Observing: Monitors continuously, spots anomalies early, begins investigation automatically.

Perfect For:

  • API errors and service degradation investigations
  • Resource exhaustion troubleshooting (memory, CPU, disk)
  • Database connectivity and performance issues
  • Cross-service dependency failure diagnosis
  • Deployment impact analysis and rollback decisions

SIM Simulator

Your Change Validation Co-Pilot

Planning infrastructure changes? SIM helps you understand impact before production. Simulate your proposed changes in a safe environment, model real workload patterns, surface hidden risks, and get data to make confident decisions—all before you commit resources.

  • Safe Experimentation: Test infrastructure changes without production risk or customer impact.
  • Impact Intelligence: Surfaces hidden dependencies, cost implications, and performance impacts upfront.
  • Decision Support: Provides data-backed evidence to turn technical debates into informed discussions.
  • Iterative Refinement: Simulate, learn, adjust, re-simulate. Perfect your approach before implementation.
  • Risk Detection: Identifies "unknown unknowns" that would surprise you in production.
  • Cost Visibility: Understand financial impact of changes before spending money.

Perfect For:

  • Database migrations and version upgrades
  • Auto-scaling configuration and capacity planning
  • Cloud provider migrations and multi-cloud strategies
  • Cost optimization initiatives and instance sizing
  • Preparing for traffic spikes (launches, sales events)

The Co-Pilot Approach

Human expertise meets AI speed. You're in control, OATS handles the heavy lifting.

1

Incident Detected

Your monitoring alerts fire. OATS Agent automatically begins systematic investigation while you assess the situation.

2

AI Investigates, Human Guides

OATS correlates data across logs, metrics, traces, and recent changes. You provide guidance: "Focus on the database" or "Check the cache layer." OATS adapts its investigation in real-time.

3

Evidence Chain Built

OATS builds a complete evidence chain with timeline reconstruction. You review findings, ask follow-up questions, and direct deeper analysis where needed.

4

Collaborative Resolution

Root cause identified with full context. You apply the fix with confidence. OATS verifies recovery and documents the complete investigation for your team.

5

System Learns & Improves

OATS learns from the investigation and your feedback. Next time a similar pattern emerges, investigation is even faster. Your team's expertise becomes the system's expertise.

Continuous Learning Cycle

Every investigation makes OATS smarter. Patterns your team recognizes get encoded. Institutional knowledge persists and compounds. Junior engineers become productive immediately with senior-level investigation support. Your team's collective expertise grows stronger over time.

Augment Your Team with AI Co-Pilots

Join engineering teams getting early access to OATS AI. Be among the first to 10x your team's velocity while maintaining complete control.

Thank you! You've been added to our waitlist. We'll reach out when OATS AI is ready for your team.

About OATS.AI

OATS.AI is pioneering intelligent infrastructure co-pilots that augment engineering teams. Our mission is to amplify human expertise with AI that investigates systematically, learns continuously, and works tirelessly—while engineers maintain complete control.

We believe the future isn't AI replacing engineers—it's AI making every engineer 10x more effective. By handling the tedious evidence gathering and correlation work, OATS frees your team to focus on what humans do best: creative problem-solving, strategic thinking, and building great products.

Founded by industry veterans with deep experience in Site Reliability Engineering, distributed systems, and AI/ML, we understand the challenges of managing infrastructure at scale. We're building tools that work alongside your team, not instead of them.

Sandeep Gupta
Founder & CEO

Over 20 years of experience leading engineering teams and building intelligent systems at scale. Previously led teams at Tubi as Head of ML Infrastructure, scaling to millions of users. At Argo AI, led Data and Application Infrastructure for a $7B+ funded autonomous vehicle company. Served as Senior Engineer at Netflix on Data and Content platforms, and built infrastructure serving 400M+ users at Microsoft. Brings deep expertise in AI/ML production systems, distributed infrastructure, and Site Reliability Engineering practices.