Ultimosoft AI Labs builds AI products for problems we know cold.
We've spent 20+ years inside enterprise systems. The products we build come from problems we've watched our customers struggle with — and that nobody is solving correctly. This is “Labs,” not “Software.” We're investing in products that take years to build right.
Causum.
Causum — Reliability Intelligence Platform
The first AI platform that reads enterprise application code to infer what should be monitored.
Causum integrates four intelligence layers — Domain, Signal, RCA, and Remediation — into a compounding feedback loop. Built for enterprise SRE teams. Delivered as a phased engagement with customer-owned artifacts.
Key facts
- ✓ Reads your application source code on Day 1
- ✓ Inferred entity state machines + data invariants + anti-patterns
- ✓ Works with your existing observability stack (Grafana, Datadog, Dynatrace, AppDynamics, OpenSearch, Splunk, ServiceNow, PagerDuty, GitHub, GitLab, etc.)
- ✓ Phased engagement: Phase 1 ships in 2–4 weeks
- ✓ Customer-owned artifacts at every phase
Future products.
Causum is the first product from Ultimosoft AI Labs. There will be more. Each one starts from the same place: a problem we've watched our customers struggle with for years, and a technology window that just opened.
We don't pre-announce. We announce when we're ready to ship.
The case for product investment.
Services-only companies stay small. Product-only companies often lose touch with what enterprises actually need. We do both, deliberately:
- 📦
Products create scalable revenue and durable IP
Plus the engineering culture that attracts the team we want to build.
- 🤝
Services keep us close to customer reality
The products we build are tested by the customers our services teams are inside.
- 🏰
The combination is the moat
Pure-AI startups can't ship to production at enterprise scale. Pure consultancies don't build IP.
This is why we're “Labs,” not “Software” or “Consulting.”