BrainShift AI Observability
Know exactly what your AI systems are doing
Executive dashboards for outcomes and cost. Technical dashboards for executions, latency, errors and model behavior.
Operations dashboard
Illustrative dashboard.
Signals
One view across models, agents and users
- Agent executions
- Model requests
- Token consumption
- Model costs
- Latency
- Errors
- Agent decisions
- Workflow history
- User activity
- Model performance
- Security events
How it works
See what your AI systems do
Observability gives operations and owners a clear view of usage, quality, cost and risk.
01
Collect
Traces from Gateway, Studio flows and Workspace are gathered.
02
Measure
Latency, cost, errors, usage and quality scores are calculated.
03
Alert
Thresholds raise alerts when something drifts or fails.
04
Improve
Insights feed back into prompts, routing and solution design.
Inside the product
Core components
Traces
Step-by-step view of each request and agent action.
Dashboards
Usage, cost and performance by team, model and solution.
Quality review
Sample and score outputs, with human feedback.
Alerts
Notifications for errors, cost spikes and policy breaches.
Connected platform
How it works with the rest of BrainShift
Security and deployment
Runs under your control
- ▸Deploys on premises, in a private or sovereign cloud, or fully air-gapped.
- ▸Single sign-on and role-based access aligned with your directory.
- ▸Every action written to an audit trail your teams own.
- ▸Telemetry stays inside your environment.
Questions
Frequently asked
Can we track cost per department?
Yes, usage and cost are broken down by team, model and solution.
Can we inspect a single request?
Yes, traces show each step, model and source used.
Does it work with external models?
Yes, any model behind Gateway is monitored.
Can we export data?
Metrics and logs can be exported to your existing monitoring tools.
Operate enterprise AI with full visibility
Bring your data, knowledge, AI models, workflows, and AI agents together through one secure enterprise AI platform.