Anima · Agent Registry · v0.4 generally available

Every decision your AI agents make — indexed, traced, defensible.

Concordex is the governance and audit layer for AI agents in production. Drop in our SDK or sidecar, capture every action with the evidence behind it, and answer audit, incident, and customer questions in seconds — not weeks.

1-minute tenant provisioning · Self-hosted available · SOC 2 Type II in flight
~/your-app · concordex-cli
# Trace the decision your agent made at 14:02 UTC
$ concordex agents trace agt_7HxQ --at 14:02

→ Agent      support-triage-bot  (v2.3.1)
→ Action     refund.approve     (amount=$840)
→ Evidence   3 retrieved docs · 2 tool calls · 1 policy check
→ Risk tags  [financial-action, customer-pii]
→ Drift      within band (p99 latency, refund-rate)

# Export defensible audit packet for legal/compliance
$ concordex audit export agt_7HxQ --window 24h --format soc2
 packet written to audit-2026-05-07.zip  (412 events, signed)
Works with OpenAI Anthropic LangChain LangGraph LlamaIndex Custom runtimes · Datadog Splunk OpenTelemetry
THE PROBLEM

The minute your agent ships, the questions start.

Logs aren’t evidence. Prompt traces aren’t an audit trail. And nobody on your team has time to reconstruct an agent’s reasoning from Datadog at 2 a.m.

Why did it do that?

Replay any agent decision — with evidence.

Your agent approved the refund. Your agent escalated the alert. Your agent called the wrong tool. Concordex captures the full evidence chain so any action can be reproduced and explained, not guessed at.

Where’s the audit log?

Defensible records, on demand.

Every action is signed, timestamped, tagged for risk dimensions, and exportable as a packet your auditors will accept. SOC 2, HIPAA workflows, EU AI Act Article 12 controls — mapped, not retrofitted.

Did it drift overnight?

Catch behavior shifts before customers do.

Concordex watches the distribution of decisions, evidence quality, and risk-tag rates. When an agent starts behaving outside its band, your on-call hears about it — before the support tickets do.

THE PLATFORM

Three modules. One source of truth for your AI fleet.

Anima is generally available today and powers the agent registry that the rest of the platform builds on. Augur and Concordia layer in as your program matures.

Anima / Agent Registry
● Live · v0.4
A live profile of every agent in your fleet.

Capabilities, signature behaviors, known failure modes, risk tags, and the evidence behind each claim — updated as the agent changes.

  • SDKs: Python, TypeScript, Go
  • Sidecar proxy for opaque runtimes
  • Risk-tag schema editor + import from OWASP LLM
  • One-click evidence packet export
Augur / Behavior Forecasting
◐ Beta · invite
Drift detection and outcome forecasting.

Each forecast is calibrated against your agent’s historical record, scored, and reviewable. Augur tells you when behavior is shifting, not just that latency moved.

  • Distribution monitors per agent / cohort
  • Calibrated forecast scoring (Brier, log-loss)
  • PagerDuty / Opsgenie / Slack alerts
  • What-if runs against historical traffic
Concordia / Coordination Policy
○ Q3 2026
Versioned policy for multi-agent systems.

Which agents may talk to which, what evidence flows between them, how disputes resolve. Full policy diff history and rollback — the kind of controls your security team actually asks for.

  • Policy-as-code (OPA-compatible)
  • Inter-agent message contracts
  • Per-tenant boundaries + data residency
  • Coordination-failure postmortems on rails
HOW IT WORKS

Three steps. Most teams are in production by Friday.

01 / INSTRUMENT

Drop in the SDK.

Five lines around your agent loop, or a sidecar proxy if the runtime is closed. We meet your stack where it is.

from concordex import trace

with trace(agent="triage", risk=["pii"]):
    result = my_agent.run(input)
02 / INDEX

Every action becomes an entry.

Actions, retrieved evidence, tool calls, policy checks, drift signals — written to your isolated tenant with cryptographic signing.

POST /v1/events
{ agent: "triage", action: "refund.approve",
  evidence: [...], risk_tags: ["financial"] }
03 / CONSULT

Query from where you already work.

Slack, your incident channel, your CI gates, your audit prep, your on-call dashboard. The registry travels with you.

$ concordex audit export agt_7HxQ \
    --window 24h --format soc2
✓ 412 events · signed · ready
WHO IT’S FOR

Built for the team that actually owns AI in production.

If you’re the person paged when an agent misbehaves, or the one explaining it to legal, security, or the customer — Concordex is the toolchain you don’t have yet.

AI Platform Engineering

Fleet visibility across runtimes.

One registry for every agent — LangChain, OpenAI Assistants, in-house, vendor-supplied. Standardize what “production-ready” means without telling each team how to build.

AI Risk & Compliance

Audit-ready by default.

SOC 2, HIPAA, EU AI Act, internal model-risk frameworks. Stop rebuilding evidence packets every quarter.

SRE / Incident Response

Replay, not reconstruct.

When an agent acts up, you need the trace, the evidence, and the diff — in your incident channel, in two clicks. Concordex integrates with PagerDuty, Opsgenie, and Slack.

Security & Procurement

Boundaries you can prove.

Per-tenant data isolation, configurable retention, BYO-cloud, and a policy layer your CISO can read without translation. Self-hosted on your VPC if your security review demands it.

25k+
Events / sec, per tenant
Sustained ingest, single-region.
<50ms
Tag-write latency, p99
Sidecar mode, in-region.
1min
From signup to first trace
Free dev tenant, no card.
SOC 2
Type II in flight
Evidence on request under NDA.
PRICING

Free to start. Scales with your fleet, not your seat count.

We charge for the volume of agent activity governed, not for engineers on the dashboard. Bring your whole team.

Developer

$0 / month
  • Up to 100k events / mo
  • Anima registry · all SDKs
  • 7-day retention
  • Community support
Start free

Enterprise

Custom
  • Self-hosted or BYO-cloud
  • Concordia policy layer (Q3)
  • Custom retention · DPA · BAA
  • Dedicated solutions architect
  • 24×7 support · contractual SLA
Talk to sales
QUESTIONS YOUR PROCUREMENT TEAM WILL ASK

The boring, important questions.

How fast can we deploy?

The free dev tenant is provisioned in under a minute. Most teams are sending production traces inside their first afternoon — either via the SDK (pip install concordex / npm i @concordex/sdk) or as a sidecar proxy if you can’t change the agent code.

Where does our data live? Can we self-host?

SaaS tenants run in us-east-1 or eu-west-1 with configurable data residency. Self-hosted deployment on your VPC is available on the Enterprise tier — same control plane, your KMS keys, no egress.

What about SOC 2, HIPAA, EU AI Act?

SOC 2 Type II is in flight (target Q3 2026); evidence available under NDA today. HIPAA-compliant deployment with BAA on Enterprise. Concordex ships pre-mapped controls for EU AI Act Article 12 (record-keeping) and Article 14 (human oversight) — if your auditor asks, we have the crosswalk.

How do you integrate with our existing observability?

Concordex emits OpenTelemetry, ships first-party integrations with Datadog and Splunk, and has webhooks for everything else. We don’t replace your APM — we add the layer your APM can’t: agent decisions, evidence chains, and risk tags.

What happens if you go away?

Every event is exportable to JSONL or Parquet at any time, on demand, without a support ticket. Self-hosted customers keep running indefinitely on the last released image. The registry schema is documented and open.

Why “Concordex,” “Anima,” “Augur,” “Concordia”?

The platform is built around the idea that trust between many minds — human and synthetic — needs an indexed, consultable record. The full thesis is on the thesis page if you want it. The marketing page does not require it.

Stop explaining your agents in Slack threads.

Provision a tenant in a minute. Send your first trace in five. Have a real audit packet by the end of the week.