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Understand risk. Respond faster.

Real-time risk analytics and guided responses — privacy-first and enterprise-ready.

See live risk & response signals

Powered by real-time throughput, p95 latency, and a 60-second risk mix.

Throughput
/s
Latency p95
ms
High-risk
%

Risk heatmap

By channel × severity

LIVE
Auto-thresholding • Alerts on spikes

Risk buckets

last 60 seconds

LIVE
Low • Medium • High • Critical (stacked)

Risk landscape

Likelihood × Impact

LIVE
Clusters: Compliance • Safety • Churn

Powerful ways to assess risk and respond at scale

Howzer analyzes customer signals and business risks in real time — from compliance breaches to churn drivers — and generates guided, auditable responses.

  • End-to-end pipeline: analyze → score → draft
  • PII redaction, audit trail, SLA routing
  • Single & batch modes, CSV export

Live Pipeline

checking…

Paste a customer email, ticket, or message. Howzer analyzes it and drafts a response.

0 chars • No messages are stored.

From signal chaos to orchestrated response

Guided playbooks turn raw messages into consistent, auditable actions — across refund, access and compliance flows.

Before

unstructured, inconsistent
  • Customer emails & replies scattered across agents
  • Duplicate charge unclear, refund policy applied inconsistently
  • Escalations late; no single source of truth
Pain points vary by team/shift; no standard outcome.

With Howzer

PLAYBOOK
  • Detects billing intent → routes to Refund playbook
  • Guided checklist: verify charge, customer ID, policy step
  • Auto-draft: clear resolution, refund terms, next steps
Human-in-the-loop where needed; all steps logged for audit.
Private by default

Process in-tenant; zero internet egress. PII redaction at ingress.

Explainable

Each decision cites rules/signals. One-click drill-down to evidence.

Human-in-the-loop

Approval gates on sensitive actions. Clear handoffs to owners.

Actionable

Drafts that meet policy & tone. Ready to send, ready to prove.

Built for enterprise IT — ready on day one

SSO, zero egress and AKS-native operations. Everything you need to run Howzer in your own tenant — without exposing data to the public Internet.

Identity / Controls

Security & Access

Entra ID SSO (OIDC/SAML), Key Vault secrets, Kubernetes RBAC.

AKS / GitOps

Platform & Ops

AKS-native, dockerless OCI images, GitOps and full observability.

Zero egress / DAL

Data & Integration

Zero data egress by default; adapters for SQL Server & Postgres.

Zero internet egress
Enforced by policy
Data residency
In-region processing
Audit-ready
Prometheus • OTel • Logs

Frequently asked questions

Everything you need to know about Howzer v2.1. Can’t find the answer you’re looking for? contact us.

  • What problems does Howzer solve for enterprises?

    Howzer quantifies business and customer-facing risk in real time (e.g., compliance breaches, safety incidents, churn signals) and orchestrates guided, auditable responses across email, chat, and ticketing.

  • Where is the product at right now?

    We’re rolling out Howzer v2.1 (preview). Howzer v2 has been sunset; results shown here are demo approximations of prior v2 behavior for continuity. Some pages/features may be temporarily unavailable during the upgrade (see /status and /changelog).

  • Is Howzer v2 still supported?

    No. v2 is discontinued. We provide a migration path and compatibility notes for teams moving to v2.1.

  • How does Howzer handle data privacy and PII?

    Automatic PII redaction at ingest, field-/entity-level controls, configurable retention, and optional zero internet egress. You can restrict processing to your region and opt out of model training with your data.

  • Can we deploy on-prem or in our own cloud tenant?

    Yes. Howzer is designed for on-prem/VNet or private VPC, with customer-managed keys. It’s AKS-native (containerd/OCI, no Docker daemon), supports Microsoft Entra ID (OIDC/SAML), and can run with zero egress.

  • Which sources can we connect?

    Email, chat, and ticketing systems (shared inboxes, helpdesks, collaboration tools). Connectors use allow-list networking; all inputs are normalized into a unified risk & response pipeline.

  • Which model/version is used?

    Howzer v2.1 (preview) powers risk scoring (likelihood × impact), emotion signals, root-cause extraction, and guided response generation. The site’s examples use demo outputs aligned with v2-style behavior.

  • How are guided responses governed?

    Responses include explainable context and run through auditable workflows. Approvals, RBAC, and change logs support compliance and human-in-the-loop control.

  • What about evaluation and quality?

    We ship evaluation views and let you add golden sets. You can set thresholds, add human checkpoints, and track drift and outcomes over time.

  • How long does it take to go live?

    Most teams connect sources in hours and pilot within days. On-prem/VNet rollouts typically take 1–3 weeks depending on security review and networking.

  • How is pricing structured?

    Usage-based with enterprise tiers. On-prem/VNet and advanced governance features are available as add-ons.

  • How do we get a tailored demo?

    Send us 5–10 representative emails/tickets and we’ll configure a private walkthrough shaped to your data. You can also try the on-page live demo sections.

Make risk visible. Respond with confidence.

Less noise, more clarity. Howzer helps your team hear the real message behind every request—so replies feel fast, fair, and human.

Privacy-first
Your words stay yours.
Human-in-the-loop
You’re always in control.
In your tenant
Runs where you feel safe.