Core Capabilities
Systematic AI evaluation tools built to solve specific challenges for CSPs and telco operators.
Scenario-Grounded Eval
Construct reusable benchmark packs from real operational scenarios instead of synthetic prompt-only checks.
- Business-domain scenario templates
- Ground truth + rubric versioning
- Repeatable cross-release scorecards
Unified Quality & Safety Scoring (QSS)
Score each run with a weighted objective function so teams can optimize for the right tradeoff profile.
Release Gates with Auto Rollback Triggers
Promote only builds that pass target thresholds and automatically block or roll back underperforming releases.
The Edge Advantage
Deploy evaluation pipelines directly onto local edge runtimes and regional gateways to analyze live production traffic in shadow mode, executing regression checks with sub-10ms response times.
Interactive Benchmarks
Analyze multi-dimensional test score distributions comparing candidate releases against SOTA models and production targets.
Unmatched Visibility
Stop reacting to agent failures. Bitstric provides a unified control and evaluation plane for multi-model deployments, aggregating validation logs into actionable foresight.
Real-time Telemetry
Zero-latency streaming of model execution quality, safety check logs, and token cost footprints.
AI Threat & Drift Detection
Automated isolation of prompt injections, policy failures, and semantic degradation patterns.
| Model Cluster | Status | Latency | Score |
|---|---|---|---|
| Bitstric-70B-Sovereign | Stable | 118ms | 98.6% |
| Bitstric-Coder-V3 | Stable | 94ms | 99.2% |
| Bitstric-Embed-Safe | Scaling | 12ms | 99.9% |
| Bitstric-RedTeam-Alpha | Stable | 450ms | 97.4% |
Connectors
Integrate evaluation pipeline scores into your existing observability stack.
