| What it does | Open-source agent harness engineering platform built on OpenTelemetry
| Agentic AI governance platform for regulated financial services
|
|---|
| Stage | Startup
| Established
|
|---|
| Founded | 2024
| 2021
|
|---|
| Based in | IN
| US
|
|---|
| Pricing model | Open source
| Contact for pricing
|
|---|
| Pricing | Open source (Apache 2.0): Free self-hosted with unlimited usage. Enterprise Edition: Contact sales for pricing. Cloud: Coming soon.
| Custom enterprise pricing based on model volume, governance complexity, automation needs, and deployment requirements.
|
|---|
| Key features | - OpenTelemetry-native LLM tracing for every call, tool, and retrieval
- Agent evals with LLM-as-a-judge and heuristics
- Prompt Hub for versioning and deployment without code changes
- Guardrails for prompt injection, jailbreak, and sensitive topic detection
- Vault for encrypted API key management
- OpenGround for side-by-side LLM model comparison
- GPU monitoring for utilization, memory, temperature, and power
- Coding agent observability for Claude Code, Codex, and Cursor
- Cost tracking and latency monitoring
- 56+ integrations with LLMs, frameworks, and vector databases
| - Real-time agent policy enforcement
- Automated model documentation
- Validation and testing automation
- Model inventory and lifecycle tracking
- Approval workflows and reporting
- Immutable audit trails with reasoning traces
- Multi-deployment support (cloud and on-premise)
|
|---|
| What makes it different | - Self-host free forever under Apache 2.0 with unlimited usage and no per-trace fees
- OpenTelemetry-native traces exportable to Grafana, Datadog, or any OTLP backend
- Zero-code instrumentation with eBPF controller, native SDKs, or GPU collector
- Unified platform for traces, evals, guardrails, and prompts on the same production data
- Full data ownership and no vendor lock-in with exportable OpenTelemetry traces
| - Purpose-built for regulated financial institutions
- Unifies AI and traditional model risk management
- Proven results: 70% time savings and 90% cost reduction
- Audit-ready evidence generation for global regulations
|
|---|
| Community votes | 0 | 0 |
|---|
| DR (Domain Rating by Ahrefs) | 63 ▼ −2 (down) since last check | 40 ● no change since last check |
|---|
| Trust Flow (Majestic) | 23 | 20 |
|---|
| Citation Flow (Majestic) | 39 | 37 |
|---|
| Referring domains (Majestic) | 483 | 300 |
|---|
OpenLIT
ValidMind