Built for every stakeholder in your AI operation.
Different roles ask different questions. Oculis has an answer for each one — from the CTO shipping features, to the CFO forecasting spend, to the security team auditing what's running.
Who brings Oculis in.
These three roles typically drive Oculis adoption. Each gets a focused, role-specific view of the platform.
“I need to know what my team built, how it’s performing, and where we’re wasting money.”
- Complete agent inventory across prod + dev
- Success rates & latency percentiles
- Cost optimization recommendations
- On-call integration for critical failures
“I need to control AI spend and forecast it — before the board asks me to.”
- Real-time cost tracking by team, project, agent
- Cache savings measured in dollars
- Department-level cost allocation
- Board-ready monthly summaries
“I need to know which AI is running where, with what credentials.”
- Agent inventory with host + credential context
- Credential hygiene alerts (revoked / leaked)
- Audit log exports for compliance
- SOC 2 / HIPAA / GDPR roadmap
Every other stakeholder too.
These roles don't usually sign the contract, but they're the people using Oculis every day to get their jobs done.
CEO
Strategic visibility across every team's AI spend.
- One-page executive summary of AI operations
- Department-level spend breakdowns for board meetings
- Trend lines showing AI ROI over time
Data / ML Team
Model experimentation with honest accounting.
- A/B model comparison with cost and latency deltas
- Prompt quality scoring across runs
- ROI proof for every experiment you ship
Ops / Platform
Zero-config install. SRE-friendly by design.
- 50MB RAM per collector. No contention with prod workloads.
- Self-healing agent detection
- Native Docker, Kubernetes, and systemd support
One dashboard, six perspectives.
The same data. Different cuts. Built so every role finds their answer in 30 seconds.
Which role are you?
Pick the use cases that fit you best, or skip straight to a demo. We'll tailor the walkthrough to what matters to your role.