Ship software
with quality.

Deming is an AI-powered agentic platform that handles your entire testing lifecycle, from planning to execution and analysis.

deming
Acme / storefront-web
JG
RELEASE OVERVIEW

Good morning, Alex.

Everything you need to know before you ship.

Pass rate
98.2%+1.4% this week
Release confidence
94Ready to deploy
LIVE ACTIVITY

Recent executions

Operational
Test scenarioStatusDuration
User checkout flowcommerce / storefrontPassed2m 45s
Auth session refreshcore / auth-serviceFailed45s
Payment gatewaycommerce / paymentsRunning1m 12s
RELEASE SIGNAL
94/100

All critical gates passed

Functional98
Security92
Performance89
01

One source of truthAcross the delivery lifecycle

02

Evidence over instinctEvery signal in context

03

Built for release teamsFrom commit to production

PLATFORM / 01SYSTEM STATUS: OPERATIONAL

Every signal.
One release decision.

Your delivery stack already produces the evidence. Deming makes it legible.

Connect repositories, automation and environments to understand what changed, what broke and whether it is safe to release.

INPUTRepositories + CI/CD
COVERAGEBrowsers + devices
ANALYSISQuality + security
OUTPUTRelease confidence

Capabilities

The whole quality surface.
No blind spots.

Deming brings functional quality, delivery health and environment readiness into a single operating system.

01

E2E testing

Run and monitor end-to-end flows across repositories, environments and devices.

Explore capability
02

Pull request analysis

Put architecture, contract and security-sensitive signals beside every release decision.

Explore capability
03

Environment coverage

Know what is tested across browsers, real devices, preview, staging and production.

Explore capability
04

Security posture

Track findings, attack surface and mitigations without disconnecting them from delivery.

Explore capability
05

Performance gates

Benchmark critical journeys under load, spike and endurance scenarios before they regress.

Explore capability
06

Quality analytics

Turn pass rates, flaky tests and failure clusters into signals teams can act on.

Explore capability

Release intelligence

Know what changed.
Know what it means.

A red test is a symptom, not a diagnosis. Deming groups recurring failures, maps them to releases and owners, and exposes the context behind the signal.

  • 01Failure clusters by suite and repository
  • 02Risk-aware pull request recommendations
  • 03Cross-environment parity and flake analysis
DIAGNOSTIC / #482

Payment capture race condition

CRITICAL
staging / Chrome 12214 occurrences12 min ago
214
215
216
217
218
219
const capture = await gateway.authorize(order)

if (capture.status === 'pending') {
  await retry(capture, retryPolicy)
}

return commit(order, capture)
race
DEMING RECOMMENDATION

Hold release. Retry can commit the same order twice when the gateway response arrives after timeout.

How it works

From scattered checks
to a release system.

No rip-and-replace. Deming sits across the tools and environments your team already uses.

01

Connect

Link repositories, CI/CD pipelines, test suites and execution infrastructure.

02

Understand

Deming normalizes the signals and reveals risk, coverage gaps and failure patterns.

03

Decide

Give every release a clear, evidence-backed path to ship, investigate or hold.

Make quality
agentic.

Bring your release system into focus. Join the Deming Platform waitlist.

Join the waitlist
DEMING / 2026QUALITY MADE AGENTIC