Tackle Painful DevOps, SRE, & Infra Challenges Head-On
Solutions driven by Autoptic include:
Ensure Core Service Availability
Change resilience practices seek to help you avoid major production incidents, including brownouts, specific microservice challenges, and full blown outages. Using federated search, intelligent scripts, advanced algorithms, real-time data streaming, and modern artificial intelligence, Autoptic can help you see, understand, and act on the 35%+ latent defects that get missed via code reviews (Code Complete) and that can cascade into full-blown problems. Sitting in the space in-between production release tools (CI/CD, feature flags, testing, etc.) and incident systems (observability, monitoring, alerting, management, etc.), Autoptic is uniquely designed to help you capture the whispering bits of production information that matters, better detect change degradations, and avoid production incidents that can cost organizations $300K+ per hour of downtime (ITIC 2024).
Catch Stacking Performance Problems
Autoptic is built from the ground up to give your entire engineering team democratized visibility into clear, understandable, and actionable summaries of observations gathered from 100s, or even 1000s, of logs, events, and metrics. Autoptic is not just another dashboard. It's a whole new way of tackling software state changes that can degrade system performance. Through better change resilience, you can reduce the 20% average CFR (for teams that deploy daily, per DORA 2024). You can better catch stacking behaviors and latent problems that can slow system response times. And you can decrease the 60 minute MTTR average (reported by elite organizations, per DORA 2024) when you do have resolution sprints. With Autoptic, the 6+ tools typically used for production problem triage can be accessed via a single, natural language, AI-powered interface, available for everyone on your team whenever you need it, with no variable, usage, or seat-based fees.
Keep Observability System Costs in Budget
Today's infrastructure, management, observability, and other tools are exceptional. Autoptic customers love their systems. So do we. At the same time, modern observability tools often have significant cost variability, using tokens, dashboards, API calls, and other units to drive overages and hard to track financial variance. According to forums on Reddit, many companies are finding their observability tool bills are over $1M/year. With Autoptic, you can use change resilience agents to financially model and monitor your core observability tools, using a modern, streamlined, and integrated FinOps approach to ensure that key members of your team become immediately aware of any potentially costly situations or events—before the overage bills stack up. Keep observability costs in budget with Autoptic.
Drive Positive Engineering Behaviors
Autoptic equips you to tackle the #1 reported modern problem for developers (finding information, per the Atlassian 2025 DevEx Report). With Autoptic, your entire software team, across roles, has access to change resilience agents within their development tools (e.g. Claude), collaboration systems (e.g. Slack), and engineering portal(s), enabling proactive Agent initiation, seamless Brief updates, and ongoing confirmatory verification. Further, via collaborative Investigations, Autoptic facilitates collective approaches to behavioral analyses, triage, and resolution. And, with Autoptic-powered systems and processes, you can spot and reward engineering teams that deliver resilient software changes, updates, and operations.
Seamless Integration with Your DevOps Toolkit
Autoptic bridges developer portals, CI/CD pipelines, monitoring tools, issue management environments, repositories, and more, creating cohesive change resilience workflows for engineering teams. By providing consolidated and actionable answers, Autoptic enhances deployment strategies, improves system health, and empowers teams to operate more robust, change-tolerant software systems. Today, Autoptic is integrated with 10+ DevOps applications including Datadog, Grafana, GitHub, Prometheus, CloudWatch, and JIRA. Visit our Software section to learn more.