Engineering at AI Speed,
Under Full Guardrails.

Most tools take a prompt and return code. rinf.delivery executes against machine-readable specs, experts supervise every decision, and every line of code traces to a requirement, a benchmark, and a human approval. At the end your team owns the pipeline we design.

We Make New Teams Productive in Two Weeks.
The Industry Norm is Six.

Industry onboarding takes that long because system knowledge lives in people's heads. With rinf.delivery it lives in the spec: build against it in any language, and your team is fully productive within two weeks.

Sovereign Infrastructure.
Any AI Model. One Governed Surface.

rinference runs custom or open-weight models in the EU, on-prem or in the cloud, your data stays yours, and switching models is a configuration change. Every output carries the audit trail the EU will ask for.

The EU's First TÜV Certification for
LLM-Assisted Development.

AI-assisted delivery raises hard questions about security, traceability, and control. An independent auditor already answered them — and the same certified controls run every rinf.delivery engagement.

Controlled AI Delivery
Rapid Onboarding
Data Sovereignty
TÜV Certified

This Is What Full Control Looks Like

One governed process. Every team. Every model. Every output.

rinf.delivery — spec → build → human review → deploy
# 01 — Spec-driven from day one
$ rinf spec --contract machine-readable
✔ Requirements become typed signatures — any model, any provider. A new engineer reads the rulebook on day one.
 
# 02 — Every line traces to a requirement
$ rinf trace --from spec --to deploy
✔ spec → variant → benchmark → selection → human sign-off. The audit answer is always one lookup away.
 
# 03 — Your team owns the pipeline
$ rinf transfer --target client-team --all
✔ Capability transfer, not vendor lock-in. Pattern library, operating model, trained champions stay with you.

Already Proven in Production.

Backed by the EU's first TÜV certification for LLM-assisted development.

0
Weeks to delivery for a Customer Information System platform. The same build on a standard process takes 12 to 14 weeks.
0%
Spec alignment. Requirements captured as machine-readable contracts. The industry baseline hovers around 72%.
0%
Minimum test coverage. Automated validation coverage on every build. Typical team standard is 80%.
0%
Maximum integration rework. The ceiling on changes required after integration. Standard processes see 30 to 40% rework.
Delivering Technology for

Wherever You Start, Full Control Applies.

New build, legacy estate, or AI already spreading through your teams. There's a governed track for each.

Three tracks visual
Greenfield

Building something new

New systems built right the first time. Zero technical debt, architecture aligned for AI from day one.

Brownfield

Living with legacy

Governed archaeology on existing systems. Bring structure and visibility to legacy codebases.

Grassroots

Teams already using AI

Inventory, govern, and scale the AI tools your teams already use without stopping progress.

How You Engage

Three ways to work with us. One methodology.

rinf.engineers

Our engineers, embedded in your team.

Enterprise Pods that include engineers plus a Delivery Lead, pre-trained on rinf.delivery. Contributing from day one, fully productive in two weeks.

Solution Delivery

Your platform or AI solution, built or modernized with rinf.delivery.

Legacy transformation, new build, or a new AI product, at a fixed price. AI generates against the spec, experts supervise, you sign off at every phase.

Enablement Track

Your team, running the pipeline without us.

Fixed fee, defined end. We train your champions and hand over every asset. The capability stays with you.

SECTORS WE SERVE

Where We Work

Engineering services for complex, system-critical enterprises.

AI Capability and Solutions

Backlogs growing faster than teams can clear them. AI adoption fragmented with no governance.

AI Capability and Solutions

Backlogs growing faster than teams can clear them. AI adoption fragmented with no governance.

Platform Modernization

Legacy systems slowing every new initiative. Digital platforms unable to keep pace.

Platform Modernization

Legacy systems slowing every new initiative. Digital platforms unable to keep pace.

Mobility Software

Software-defined vehicles. ASPICE and ISO 26262 certified delivery.

Mobility Software

Software-defined vehicles. ASPICE and ISO 26262 certified delivery.

Embedded and Connected Devices

Next-generation devices requiring AI, connectivity. Firmware, edge AI, digital twins.

Embedded and Connected Devices

Next-generation devices requiring AI, connectivity. Firmware, edge AI, digital twins.

Commerce Engineering

Commerce platforms unable to keep pace with omnichannel demands. Composable architecture.

Commerce Engineering

Commerce platforms unable to keep pace with omnichannel demands. Composable architecture.

US Nearshore Engineering

Timezone-aligned, culturally fluent engineering teams across North America and Europe.

US Nearshore Engineering

Timezone-aligned, culturally fluent engineering teams across North America and Europe.

Let's Define the Spec Together

Connect with our experts to discuss the outcomes you need. We'll explore solutions tailored to your objectives, operations, and industry — anchored to a spec you own.

Start a conversation →

Insights

Practical thinking on building and operating AI in real business systems.