Why We Built SignalManager AI
A Signal Intelligence Platform for Every Team
Engineering teams are drowning in alerts scattered across disconnected tools — and the signals that drive revenue get buried. We built a platform that connects everything into one view so AI can prioritize what actually matters to the business.
Born From Frustration
Engineering organizations drown in alerts. Sentry fires errors. Datadog triggers thresholds. NVD publishes CVEs. GitHub flags dependency vulnerabilities. PostHog catches regressions. And that is just Monday morning. Developers review noise instead of shipping features. Managers have no dashboard to see what is critical. PMs write tickets manually from scattered alert channels.
Most of these alerts are noise. But the few that matter — the critical vulnerability in a production dependency, the error spike that correlates with a deploy, the CVE that affects your actual stack — those get buried in the flood.
We built SignalManager AI to fix that.
SignalManager AI ingests signals via MCP server or REST API from across your tool stack, correlates them with your choice of AI model, scores severity by revenue impact, and creates actionable tickets — so your team works on what matters instead of reviewing what does not.
500+ alerts per week
The average dev team across Sentry, Datadog, GitHub, and NVD
95% is noise
Duplicate errors, low-severity CVEs, irrelevant advisories
SignalManager AI surfaces the 5%
AI correlates, scores, and creates tickets for what actually matters
Founded by AIIVARS LLC in Phoenix, Arizona.
Our Mission
Our mission is to give every engineering organization — developers, engineering managers, and project managers alike — a signal intelligence platform that connects all their tools and works 24/7. Let AI correlate signals across every source and prioritize by revenue impact. Open architecture, full data ownership, no lock-in. Just clear, actionable intelligence delivered where your team already works.
What We Believe
The principles that guide every decision we make, from architecture to pricing.
Transparency First
We plan to open-source core components of SignalManager AI so you can inspect the code, self-host with Docker Compose, and contribute back. We believe developer tools should be transparent and community-driven.
Team-Centric
Built for the entire engineering organization — developers who fix issues, engineering managers who need visibility, and project managers who keep backlogs clean. Every feature is designed for the people who actually deal with alerts, errors, and vulnerabilities every day.
No Vendor Lock-in
Your data lives in PostgreSQL, not a proprietary database. Open architecture with MCP + API access. Choose your own AI model. Export everything. Leave anytime. We earn your business by being useful, not by trapping you.
Privacy by Default
Your data stays yours. Self-host the entire stack if you want full control. Cloud-hosted users get isolated tenancy. We do not train on your data, sell your data, or share your data. Period.
Our Team
We are a small, focused team at AIIVARS LLC in Phoenix, Arizona. No bloated org chart — just engineers building tools for engineers.
We have spent years dealing with alert overload, dependency sprawl, and the gap between "something fired" and "someone fixed it." SignalManager AI is the tool we wished existed. Now we are building it for everyone.
Join Us
SignalManager AI is launching soon. Connect all your tools and let AI prioritize by revenue impact. Whether you want to be an early adopter, give feedback, or just follow along — we would love to have you.