Secured · Version 2.0.0

Secure Your Data
Pipeline. Ship ML Faster.

DEML fuses rigorous data engineering with predictive security. Stream telemetry, catch threats in real time, and keep every tenant isolated — without slowing your team down.

847 threats blocked today
42ms P99 latency
Zero-trust by default
Tenant-safe routing

Up and Running in Four Steps

No sprawling setup guides. Connect, observe, and act — the platform handles the rest.

  1. Connect

    Drop in one script tag or API key. No agents to babysit.

  2. Observe

    Telemetry, threat scores, and CVEs surface in real time.

  3. Act

    Triage incidents, block anomalies, and ship with confidence.

  4. Scale

    Symmetrical for every tenant. Zero extra work per customer.

INTEGRATES WITH

Real-Time Analytics

Every request is traced, enriched, and projected in under a second. OpenTelemetry flows into ClickHouse rollups and Firestore dashboards — so you spot drift before it becomes downtime.

View integration docs →

Threat Intelligence

ML models score anomalies the moment they appear. Semgrep and Trivy findings land in a unified triage board — no more chasing alerts across five different tools.

Start threat monitoring →

Event Projections

Commands enter through Firebase, commit to a transactional Outbox, and stream to Redpanda. Idempotent workers materialize live views in Firestore — reliable by design, not by hope.

See live projections →

Live Status Widget

One script tag streams real-time telemetry from any site. Zero dependencies, full OpenTelemetry enrichment, and automatic tenant isolation.

<script src="/assets/widgets/widget.js" data-backend-url="https://backend.deml.app" data-frontend-url="https://deml.app" data-page-id="platform-status" async defer></script>

Security That Works While You Sleep

Every layer — from ingestion to projection — is encrypted, isolated, and audited. You focus on models; we guard the perimeter.

  • AES-256-GCM at restField-level encryption with KMS rotation
  • UUID isolationNo sequential IDs, no cross-tenant leaks
  • Behavioral intelASN, ISP, and biometrics enrichment
  • Zero-trust authFirebase JWT + ABAC on every endpoint

Simple, Transparent Pricing

Choose the tier that fits your telemetry throughput needs.

Standard Tier

Free
  • 60 requests / minute
  • Core Analytics
  • Community Support
Get Started

Pro Tier

$39/mo
  • 1,000 requests / minute
  • Advanced Threat Detection
  • Priority Support
Upgrade to Pro
Research & Architecture

The Whitepaper

Architecture diagrams, event projection patterns, and automated threat mitigation strategies powering the platform.

Read Whitepaper

Built for Auditors and Engineers Alike

Transparent telemetry, strict tenancy, and automated retention — no black boxes.

  • System TelemetryAggregates anonymized parameters with full audit trails.
  • Data TenancyUUID-scoped isolation across every pipeline boundary.
  • 30-Day RetentionAutomated purge policies keep you compliant by default.
  • Vuln TriageSemgrep and Trivy findings auto-ticketed to your Kanban.