Knowledge Decay
The runbook in Confluence was accurate when it was written. The process has changed three times since then, but your team was busy keeping production up. New hires can't ramp, and any automation built on outdated information breaks.
Agentic IT Memory
Your IT environment is full of conflicting data across tickets, wikis, and chat threads. Our AI agents reconcile those sources into one authoritative memory and build automations that actually work in your environment.
Search & Retrieval Analysis & Forecasting Customized Automation
# it-support
📚 Knowledge Base: "Falcon UAT" (Last updated 2022)
⚡️ Deep Scan: Mining 45 related support cases...
🧩 Pattern Recognition: Identified informal approval path
💡 Insight: Tribal Knowledge Extracted
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Autonomous
Discovery
Learning
Playbooks
Your IT Data Is Already Stale
Hybrid infrastructure, rapid deployments, and constant change mean data goes stale faster than any team can maintain it manually. Every IT initiative depends on reliable data, but keeping it current has become a full-time job nobody was hired to do.
No Single Source of Truth
One system says the server is decommissioned. Another still pages your on-call at 3am about it. A third reflects a state from six months ago. These systems were never designed to stay in sync with each other.
No Way to Tell What's Current
Some AI tools can't reach your IT systems at all. The ones that can still treat every document as equally valid. Three wiki pages about the same process, two of them outdated? They just return whichever one matches.
Solution: IT Memory
We connect to your existing tools, reconcile conflicting data, and build one reliable knowledge base for IT operations. No manual upkeep required.
Authoritative Memory
We connect to your Jira, Slack, Teams, ServiceNow, and more, then reconcile conflicts across thousands of sources to build a Knowledge Base that improves accuracy over time. Your team starts every task with the right answer, not a scavenger hunt.
Search & Retrieval
Delivers verified answers that account for your tickets, your infrastructure, and your internal context. Reduce escalations, improve resolution time, and free your senior engineers for higher-value work.
Analysis & Forecasting
Identifies recurring issues, infrastructure drift, and emerging risks. Provides your leadership with evidence-backed reporting instead of manually assembled spreadsheets. Spot problems before they become outages.
Customized Automation
Build automations grounded in verified data, scoped to your actual environment. No more brittle, rule-based approaches that break when things change. No data science team required.
Built by Enterprise Veterans
Our founders spent their careers solving messy data problems at massive scale.
Contact Us
We are building a world-class team and working with early design partners to fix how enterprise IT manages and uses its own data. Single-tenant deployments with SOC 2 certification in progress. If you are a builder, interested in a pilot, or want to work with us, please connect.
Or email us directly at [email protected]