Extending Observability to
Fuel a New Era of
AI DevOps
Autoptic powers a new frontier of systems change resilience. Engineering and DevOps teams can now manage more high-performing, highly-tolerant, and financially-predictable production software systems.
With Autoptic, engineering teams can more rapidly detect, diagnose, and repair production software problems—enabling teams to operate at previously unforeseen levels of change velocity, system confidence, and economic certainty.
All while optimizing and enhancing, not replacing, existing observability, ITSM, and other DevOps tools.
Identify & Resolve Lurking Problems
The Autoptic AI DevOps platform proactively identifies important changes in software and systems volatility, including complex patterns and behaviors. Tuned Briefs, delivered before alerts sound, hel[p you preempt escalations.
Enable Real-Time Investigations
Seamlessly conduct AI-enabled behavioral explorations. Access archived historical insights. Autoptic equips your entire team with on-the-fly, democratized forensics. With no variable costs or hidden fees.
Build, Harness, and Coordinate AI Agents
Orchestrate AI Agents, Skills, and Tools across environments and cross-system workflows. Leverage universal MCP services, OSS LLMs, and commercial models via token-optimized hosted or virtual private cloud (VPC) approaches.
Dynamically Detect Outlier Patterns
Identify meaningful signals of volatility within complex telemetry via change-correlated outliers. Autoptic aggregates, compresses, and analyzes telemetry streams using a combination of AI inference and a series of deterministic, signal-conditioning algorithms.
Unique Software that Balances AI Inference & Deterministic Algorithms
Pull requests are up. Business pressure is on. AI is fueling new levels of change velocity, across your bespoke applications and your vendors' systems. Yet change failure rates remain high. Production incidents are growing. And when something seems to be wrong, pinpointing the internal and external change events that led to the problem is hard.
AI agents alone struggle with voluminous data and consistent calculations. We created Autoptic to help SREs, DevOps Engineers, and Developers quickly receive precise answers from sprawling, multi-source datasets. With Autoptic, AI and algorithms work together to give you relative volatility correlation, equipping you to spot latent risk early and take decisive action rapidly.
From the Autoptic Blog:
Tackle Today's Toughest DevOps and Engineering Team Velocity and Resilience Challenges with Autoptic
20%
AI-fueled PRs per author YoY increase (Cortex 2026)
10%+
CFR for majority
of teams
(DORA 2025)
43%
AI code latent defects currently missed
(LightRun 2026)
23.5%
Production incidents up YoY, amplified by AI
(Cortex 2026)
$1.4M
Enterprise cost per hour of downtime
(BigPanda 2026)
Our Customers
Autoptic works with leading companies across media, fintech, commerce, SaaS, and healthcare, including:
$400M
FinTech
Receiving critical, brewing production problem Briefs 25 minutes before observability alarms.
$500M
SaaS
Better managing observability system variable costs that grew to $40K+ per month.
$800M
Marketplace
Extending Datadog, Incident.io, and other systems for a new era of AI change velocity and resilience.
$16B
Media
Implimenting Autoptic to ensure that the world's most important streaming events deliver exceptional fan expereiences.