Howzer v2.4.0 — Full Intelligence Platform

Howzer v2.4.0 is our biggest release yet, transforming the platform from a feedback analysis tool into a complete customer intelligence system. Every capability was built for German-language enterprise feedback at scale.

ML-Powered Analysis

Every critical analysis dimension is now powered by purpose-built machine learning models trained specifically on German customer feedback. Rule-based heuristics have been replaced end-to-end with models that understand context, nuance, and domain-specific language.

• Severity classification — urgency tiers from critical to low, prioritizing what matters.
• Risk detection — churn risk, legal exposure, and escalation potential scored automatically.
• Intent recognition — understands what the customer wants: refund, cancellation, information, or praise.
• Topic categorization — maps feedback to your business domains for targeted routing.
• Emotion analysis — multi-label detection beyond simple positive/negative sentiment.
• Root cause identification — pinpoints why a customer is reaching out, not just what they said.

Comprehensive API

Over 45 API endpoints covering feedback analysis, customer management, reporting, alerts, journey tracking, predictions, and administration. Every endpoint includes rate limiting, input validation, and structured error handling.

Customer Journey Intelligence

Multi-stage customer journey tracking from onboarding through retention and churn. The platform detects stage transitions automatically from feedback signals and generates German-language next-best-action recommendations for your team.

German Executive Summaries

Automated weekly reports generated in German for your management team. All processing runs on-premises — no data leaves your infrastructure. The reporting engine is provider-agnostic, so you can plug in your own language model.

Predictive Analytics

Identify at-risk customers before they leave. Predictive models analyze feedback history to forecast churn, detect anomalous patterns, and segment customers by behavior — enabling proactive retention strategies.

Natural Language Search

Search your feedback in plain German. Ask "Show me all critical complaints from this week" and get structured results. No query language to learn — just describe what you're looking for.

Policy-Aware Responses

Your internal policy documents are indexed and searchable. When a customer question comes in, the platform suggests responses that cite specific policy clauses — helping agents respond accurately and consistently.

Safe Model Upgrades

Shadow testing lets you evaluate new analysis models alongside production without affecting live output. Compare accuracy, measure drift, and promote with confidence.

Real-Time Monitoring

Live dashboards with real-time KPI updates, trend detection, and proactive alert monitoring. Operations teams get automated workflows for escalation routing, spike detection, and scheduled reporting.

Enterprise Security

• GDPR-compliant: data export, deletion, and portability with full audit logging.
• PII auto-redaction: personal data stripped before analysis, never stored in results.
• Role-based access control for admin, analyst, and viewer roles.
• Non-root container deployment with hardened security defaults.
• Sub-second analysis latency with zero-downtime deployment support.

Get Started

Howzer v2.4.0 is available now. Contact us for a demo or visit the enterprise page to learn about deployment options.