Tackle Painful DevOps, SRE, & Infra Challenges Head-On
Solutions possible with Autoptic include:
Ensure Core Service Availability
Change resilience practices seek to help you avoid major production incidents. 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 important 35%+ latent defects that get missed via code reviews (Code Complete). 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 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 additional fees.
Keep Observability System Costs in Check
Today's infrastructure, management, observability, and other tools are exceptional. At the same time, they 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. And when things do go wrong, the cost of an hour of downtime is often $300K+ (ITIC, 2024). With Autoptic, you can use change resilience agents to financially model and monitor your core 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 bills stack up.
Drive Positive Engineering Behaviors
Autoptic equips you to tackle the #1 reported problem for developers in 2025 (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. Cursor), 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.
Manage Compliance, Tenants, and More
ISO 9000, SOC 2, and other forms of certified compliance are hard to obtain—and critical to maintain. Traditionally, it's been challenging to quickly and cost-effectively build means to monitor the evidence fro compliance elements on an ongoing basis. With Autoptic, you now can leverage nimble AI agents to identify changes that may trip compliance concerns. Further, for B2B organizations that deploy and manage multiple tenants, Autoptic can enable you to alert the appropriate personnel before behaviors hit critical thresholds. Autoptic also empowers your broader organization, including support and customer success, to access Briefs and Investigations, powering full team collaboration when the moment warrants. There are many other use cases and solutions available through Autoptic's change resilience agents. Have an idea or question? Reach out to Talk to an Engineer.
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.