The only platform that owns the entire AI workforce performance lifecycle — from adaptive upskilling to pre-deploy certification, live monitoring, and always-on runtime guardrails. One system. Zero blind spots.
Every team ships QA after deployment. That means real customers absorb your hallucinations, your compliance violations, your bad rep days.
But pre-deploy testing without preparation is just triage. Reps who haven't been properly trained will fail certification runs repeatedly. AI agents without clean training data will hallucinate in new ways on every patch cycle.
The failure surface needs to move all the way upstream — to training, not just simulation.
SuperTrain's certification runs reveal gaps. SuperWe closes them — before the next run. Adaptive training that feeds directly into your simulation and certification workflow. Multilingual AI tutors, RAG on your existing content, paths that adjust to each learner in real time.
SuperWe adjusts difficulty and format based on real-time learner signals — harder for strong performers, more support for those at risk of failing certification.
Contact centers with multilingual workforces get training that meets reps in their language. Spanish-language compliance prep built natively — not translated after the fact.
Upload SOPs, compliance docs, and existing training materials. SuperWe wraps an AI layer around them — no rebuild required. New content auto-ingested on upload.
When a rep fails a SuperTrain certification run, they're automatically routed to targeted SuperWe modules. No manual handoff. The loop closes itself.
Pre-built compliance modules for the regulations contact centers and healthcare teams face most. Updated automatically as requirements change.
See which training gaps correlate to which certification failures. L&D and CX share one dashboard — training data and test data in one view.
One webhook connects your AI voicebot, chatbot, or rep training system. Works with Bland, Retell, VAPI, ElevenLabs, and custom stacks.
SuperTrain synthesizes thousands of realistic, adversarial, and edge-case scenarios tailored to your industry, compliance requirements, and custom rubric.
Hallucinations, prompt drift, and compliance violations flagged with root cause. Outcome-linked scoring — not checkbox completion.
Agents that hit your threshold get a deployment certificate. Failures get an automated patch plan and a route back to SuperWe. Nothing ships blind.
Every live call scored in real time. Compliance violations, sentiment drift, and hallucinations flagged as they happen — not in the end-of-week report.
When SuperCoach detects a pattern — a rep failing on dispute handling, an AI agent drifting on FDCPA language — it routes them back to targeted SuperWe modules automatically.
New prompt version? New hire cohort? SuperCoach runs regression tests across the previous 30 days to catch performance drops before they become compliance events.
SuperCoach tells you when something went wrong. SuperGuard makes sure it can't. Always-on runtime guardrails that intercept, filter, and block non-compliant AI outputs in real time — sitting between your AI agent and the customer, every call.
SuperGuard sits inline between your AI agent and the customer channel. FDCPA, HIPAA, and TCPA violations are intercepted and blocked before any output is delivered — not flagged after.
Configurable confidence thresholds prevent uncertain or fabricated outputs from reaching customers. When the model isn't sure, SuperGuard routes to a human or returns a safe fallback — never a hallucination.
Every blocked output, every triggered rule, every human handoff logged with timestamp and reason. Enterprise-grade audit trail for regulatory review, with direct export to your compliance team.
| Capability | SuperWe | SuperTrain | SuperCoach | SuperGuard |
|---|---|---|---|---|
| When it runs | Before simulation | Before deployment | After deployment | Always on |
| Adaptive training modules | ✓ | — | — | — |
| Multilingual AI tutors | ✓ | — | — | — |
| RAG on existing content | ✓ | — | — | — |
| Synthetic scenario generation | — | ✓ | — | — |
| Adversarial + compliance testing | — | ✓ | — | — |
| Deployment certificate | — | ✓ | — | — |
| Live call monitoring | — | — | ✓ | — |
| Regression detection | — | — | ✓ | — |
| Runtime output blocking | — | — | — | ✓ |
| Hallucination firewall | — | — | — | ✓ |
| Compliance audit trail | — | — | ✓ post-call | ✓ real-time |
| Auto-remediation routing | ✓ receives | ✓ triggers | ✓ triggers | ✓ triggers |
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