LearningLoop
Continuous learning built-in

Your models, less entropy.

LearningLoop watches every AI workflow, evaluates outcomes, routes feedback to humans when it matters, and redeploys improvements safely—so your systems keep learning without the drift.

Console Login Request Demo
HITL controls
Drift detection
Safe rollouts

Observability

Telemetry for models & UX with smart sampling.

Evaluation Engine

Scores outcomes, flags anomalies, triggers action.

Learning Pipeline

Feeds labeled data to retraining jobs automatically.

Adaptation

Reconfigures agents and redeploys updates safely.

HITL

Reviewer workflows & SME gates for compliance.

MCP Ready

Orchestrates updates across agent meshes.

Drift Radar

Detects statistical drift with canary checks & alerts.

Audit-Ready

Every correction & redeploy is tracked with diffs.

Confidence Guardrails

Auto-escalate to humans when confidence dips.

How it works

Closed-loop system
LearningLoop closed-loop system: Observe → Evaluate → Learn → Adapt with Human-in-the-Loop

OpsHub Live Metrics (demo)

Preview the drift feed, key SLOs, and the guardrail vitals operators monitor inside OpsHub every day.

Drift signal
Status: Loading…
Source: /api/status
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MTTD — Mean Time to Drift Detection
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MTTR — Mean Time to Retraining
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Capture — UX correction capture rate
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Success — Rolling success rate

OpsHub Preview

Phase 1

OpsHub packages your AI operations into investor-ready stories: crisp telemetry, curated guardrail insights, and compliance briefs that make approvals effortless.

Executive visibility. Story-driven dashboards translate latency and drift into boardroom language.
Guardrail spotlights. Showcase threshold tuning and rollout wins without exposing raw configs.
Human-in-the-loop. Celebrate reviewer interventions and compliance sign-offs with shareable receipts.
Launch-ready. Flip to the production console without redesigning your storytelling layer.
OpsHub Preview

Your AI command center, ready for launch

Shareable dashboards, hitless guardrail tuning, and instant safety briefs packaged for enterprise stakeholders.

Loading live demo data…

Executive rollups

97.0% success maintained

Avg latency 170 ms p95 across live cohorts.

Latency (ms)

Adaptive throttling keeps p95 latency within launch targets.

Success Rate (%)

Playbooks reinforce the happy path and recover edge cases in minutes.

Safety & Alignment

Live guardrails surface 0 critical and 0 warning signals for human acknowledgement.

Playbook alertsHITL queueAudit sync

OpsHub turns live telemetry into narrative updates leaders actually read.

Latency
170 ms p95

Auto-throttled playbooks keep calls fast.

Success
97.0%

Guardrails reinforce happy-path outcomes.

Alerts
0 critical / 0 warn

Ranked escalations replace noisy log dives.

Narratives auto-refresh as telemetry, scores, and feedback stream in.

Ready to close the loop? Sign up to unlock console access and guided onboarding.

Request a demo

Give us a bit of context. We’ll follow up with a tailored walkthrough and a sandbox environment.

What happens next?

  1. We review your use case & map the observability hooks.
  2. We configure evaluation thresholds & drift checks.
  3. We enable HITL lanes and deploy a sandbox loop.
HITL Mode
Enabled
Canary Evals
Nightly
Quick links
Console