Now accepting design partners
AI Software Factory

You vibe-coded the app.
Now get it through Enterprise IT.

RSpond turns a working prototype into a production-ready, enterprise-grade application — generated, hardened, and deployable across the crosscuts IT actually cares about.

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Don’t post proprietary code, credentials, or confidential company information in the community.

PROTOTYPE IN  →  ENTERPRISE APPLICATION OUT
rspond / factorylive
input Working prototype Your vibe-coded app, in whatever stack it was built.
→
factory ESP Generate · Verify · Harden
→
output Enterprise application Java / Spring · compliant · observable
loop crosscut check → re-generate → verify → every crosscut passes
Why now

The enterprise is facing an extinction-level event.

Central IT can’t keep up with demand, and business units are tired of waiting. So they’re building their own apps with AI — apps IT can’t see, can’t govern, and won’t run.

Track 01

Central IT is overwhelmed

Backlogs measured in quarters, budgets that never stretch, and a standards bar that rejects everything new.

Track 02

Shadow IT is exploding

Business units ship vibe-coded apps outside the process. The value is real. The risk is invisible.

Track 03

RSpond is the third way

Keep the speed of shadow IT. Get the rigor of central IT. Both sides finally win.

How it works

Three steps from prototype to production.

01 The prototype is the spec Bring your working prototype. No rewrite, no re-platforming first. It describes exactly what to build.
→
02 The factory generates ESP generates a hardened, crosscut-complete implementation in Java / Spring from that spec.
→
03 Ship & observe Deploy anywhere, then watch it run — monitored, traceable, and audited out of the box.
Explore the factory →
The platform

Thirteen crosscuts. One runtime.

Every generated application ships with the capabilities enterprise compliance and operations demand — built in, not bolted on.

01Security & identityAuth and authorization on every endpoint.
02TransactionsAll-or-nothing consistency guarantees.
03Logging & tracingStructured, correlated telemetry.
04AuditingAn immutable record of changes.
05CachingCorrect, invalidation-safe caching.
06Error handlingPredictable failure modes.
07Monitoring & metricsInstrumented for your dashboards.
08Data validationInputs checked at the boundary.
09InteroperabilitySpeaks your existing protocols.
10FinOps & governanceCost and policy visibility.
11ConfigurationExternalized and versioned.
12Regulatory modulesComposable compliance blocks.
13Liquid Compute RuntimeOne runtime, runs everywhere.
Read the platform overview →
Design partners

Build the factory with us.

We’re onboarding a small number of design partners — enterprise teams who want their prototypes turned into deployable applications first.

Join the Telegram

Don’t post proprietary code, credentials, or confidential company information.