Solutions

Real‑time Monitoring LLMs platform built for your industry

Ingest → fine‑tune → evaluate → comply → deploy.

One Monitoring platform for prompts, RAG, and deployments.

Healthcare (HIPAA‑ready)

LLM‑ready

LLM copilots with PHI‑safe retrieval. Consent‑aware data handling, PHI redaction, and immutable audit trails.

Finance (PCI‑DSS)

LLM‑ready

Streaming LLM risk checks and fraud signals. Prompt/response logging, drift/bias monitoring, and evidence packs.

Manufacturing

LLM‑ready

Real‑time sensor → LLM workflows for ops copilots, anomaly triage, and predictive maintenance playbooks.

EdTech

LLM‑ready

Adaptive LLM tutors with fairness checks, instant feedback loops, and cohort‑level guardrails.

Streaming LLM evaluation

Continuously score prompts/responses on live traffic; A/B, shadow, and automatic rollback on regressions.

Real‑time guardrails & compliance

Policy‑as‑code for HIPAA/PCI‑DSS, jailbreak/toxicity filters, and PII redaction with synced audit evidence.

Deploy with governance

Promote models and RAG configs with SLO gates, approvals, and environment‑aware controls.

Streaming patterns for LLMs

Real‑time
RAG streaming
Chunking, caching, and vector lookups with on‑the‑fly citations.
Prompt tracing
Full prompt/response lineage for A/B, shadow, and rollbacks.
Safety & PII
Jailbreak/toxicity filters, PHI/PII redaction, policy‑as‑code.
Eval loops
Continuous scoring on live traffic; track quality and drift.