Scripted multi-agent scenario running on the real CMCI engine. Groq narrates what happens. No setup, no key.
Five dimensions of potential multi-agent breakdown, each localising a specific failure mode. Each bar fills toward the axis's critical threshold — empty = healthy, full = at critical.
Your pipeline pushes observation vectors
y = (Cohesion, Salience, Rigidity, Articulation)
to the API at whatever cadence makes sense for your system —
typically between 1 and 100 Hz. Each push triggers a Kalman update on
the live engine that recomputes regime, margin, stability, and the five
defect axes in under 110 ms at the 95th percentile.
Groq narration runs on demand or on detected events, with a validator that blocks severity drift and invented numbers. Nothing about the monitoring layer adds latency to your pipeline — you push, you get the updated state back, you keep running.
To make the signal visible to the human eye, this demo page pushes one observation every 4 seconds. A real client pipeline would push much faster than that. The demo also runs a single scripted scenario cycling roughly every 60 seconds — healthy → mild drift → rupture → recovery — so you can watch the four phases unfold in one sitting rather than wait for them to happen naturally in live data.
Most monitoring tools tell you something failed. CMCI tells you where the failure lives structurally. The five defect axes localise which dimension of coherence is breaking:
d1 Attention Dispersion — agents spreading thin across too many threadsd2 Goal Alignment — drift from the shared objectived3 Decision Stability — decision churn, recursive loops, early hallucination signaturesd4 Strategic Coherence — local actions out of sync with the overall pland5 Cross-role Coordination — role boundaries collapsingWhen one of these crosses a threshold, Groq is invoked to narrate the specific breakdown mode — not a generic "something is wrong".
The public demo shows a fraction of what the API does. The real product lets you push your own observations from any pipeline — multi-agent AI, complex systems, research workloads — and get back a full coherence state plus on-demand explanations. Pilot keys are available for teams running production AI pipelines where structural coherence matters.
Request a pilot key Read the API docs