Is your AI investment
a black hole?
AI, without the blind spots
AI engineering framework
What is your AI investment delivering?
Provision, govern and measure AI usage across your organization. Understand usage, cost and how it connects to engineering delivery.
STX Omni connects what each tool sees separately
AI adoption can leave accounts scattered, consumption unclear and security tools disconnected. That makes it hard to understand what turns into delivered work.
— Model consumption, code changes and work items tell different parts of the same story.
AI consumption
What models cost, by tool and team.
Code
What changed, where and how much.
Work items
What got planned, moved and shipped.
Designed and built for AI-optimized engineering
Make AI work better across your organization
Provision
Centralize access to models and providers through a shared identity. Connect AI with the organization’s existing tools.
Govern
Define approved models, budgets, limits and usage rules. Apply those decisions at the point of AI access.
Measure
Relate consumption, code and work items to understand cost, adoption and delivery. Make connections and missing data visible.
CONNECTED CAPABILITIES
What happens inside STX Omni
01
Every request, under control.
STX AI Gate automatically routes each task to the right AI model, balancing quality and cost while enforcing access and usage limits.
02
From usage to delivered work.
03
More context behind every change.
04
Cost, delivery and quality. Connected.
STX Omni
›
STX AI Gate
Live
STX Omni · Engineering intelligence
recoverable per year, 7.2 % of your engineering cost.
Rework
Deliveries that come back, by repo and by person
AI without return
Idle licenses and AI code with more rework
Manual reporting
Leader hours spent building spreadsheets
How do we calculate this?
- Rework: annual cost × rework %. Omni reduces it by 30 % by making it visible.
- AI: 30 % of AI tool spend produces no measurable return. Omni recovers 70 % of that (reassigned licenses, corrected usage).
- Reporting: 1 lead per 8 engineers, 4 h per week building reports, 48 weeks. Omni automates 75 %.
- Illustrative coefficients, to be validated with aggregated client data and public benchmarks (DORA, GitClear).
These are benchmarks. Your real numbers live in GitHub and Jira.
We connect your sources and show you the dashboard in one day.
See my real numbers
Frequently asked questions
How does STX Omni work?
What can Omni help improve?
How does Omni connect AI spending with delivered work?
Can Omni show where AI spending is wasted?
How is Omni different from a model gateway?
Why not just choose a cheaper model?
