The only platform that ships compliance evidence as a first-class artifact. Full observability, governed evaluation, zero-trust policies, and tamper-evident audit trails — for AI teams that can't afford to guess.
Per-step trace spans with waterfall view, token counts, latency, cost breakdown, and live SSE streaming. Every LLM call, tool call, guardrail check, and policy decision — captured automatically.
Push datasets from CI, run LLM-as-judge evaluations across scenarios and metrics, and compare results across prompt versions. Promote any trace to a dataset row in one click.
HITL approval queues, zero-trust policy engine, PII redaction audit, and compliance evidence generation with SHA-256 report hashing. Every control maps to a specific framework clause.
Model registry with intelligent routing, real-time cost analytics, alert rules, and durable workers with automatic retry. Track spend across teams before it reaches billing.
MeshFlow Cloud generates scored, tamper-evident compliance evidence per run — not documentation, not checklists. Auditor-ready reports with SHA-256 hashing.
Whether you need the fastest start, enterprise data residency, or complete self-sovereignty — MeshFlow has a deployment model that fits your compliance posture.
Fully managed on meshflow.dev infrastructure. 5,000 free traces per month. Scales automatically. No ops burden.
Bring Your Own Cloud — deploy into your AWS, Azure, or GCP VPC. Managed by MeshFlow SREs. Your data never leaves your network.
Apache 2.0 — run the full MeshFlow stack on your own infrastructure. Kubernetes manifests and Helm chart included.
Enterprise AI deployments demand more than a checkbox. MeshFlow is built with data sovereignty as a core architectural principle — not an afterthought.
Talk to our teamWe will never use your traces, prompts, or agent outputs to train any model. Period. We sign a DPA with every customer.
All data encrypted with AES-256 at rest. TLS 1.3 in transit. Keys managed per-tenant with HSM-backed KMS.
Strict tenant isolation enforced at the database layer. Your traces are never visible to other organizations.
GDPR-compliant deletion. Submit a deletion request and all your data is purged within 30 days, with a signed certificate.
Add the MeshFlow SDK to any agent workflow and all traces, costs, compliance checks, and spans begin flowing to your dashboard instantly.
from meshflow import Workflow, Agent
from meshflow.cloud import MeshFlowCloud
cloud = MeshFlowCloud(api_key="mf-...")
# Auto-instruments traces, cost, compliance
with cloud.instrument():
wf = Workflow(policy="hipaa")
wf.add(Agent("researcher"), Agent("writer"))
result = wf.run("Summarise Q3 financials")
# Traces, spans, evals, PII audit →
# meshflow.dev/dashboard/tracesexport MESHFLOW_API_KEY="mf-..." export MESHFLOW_PROJECT="production" export ANTHROPIC_API_KEY="sk-ant-..."
Start with 5,000 free traces per month. No credit card required. Upgrade when your team needs governance at scale.