From 4C Digital
4C Shade
Coming soonThe agent-native delivery platform for software you can prove.
AI agents build the software. A human-governed, fully auditable workflow makes every deliverable provable — spec to code to sign-off, on infrastructure you own.
The shift
Faster code was never the bottleneck for long.
AI can already write more code than most teams can review. The constraint has moved from producing software to trusting it — knowing what was specified, what was tested, and who signed off before it shipped. Speed without a provable trail just moves the risk downstream.
What it is
An owned, agent-native delivery platform.
4C Shade is a self-hosted software-delivery platform where AI agents do the building, inside a human-governed workflow that makes every deliverable provable. Each piece of software carries its own audit trail — from the originating expert conversation through requirement, spec, code, test, and deploy — with human sign-off gates as first-class checkpoints, not an afterthought.
Why it's different
Autonomous delivery, made accountable.
Provable delivery
Every deliverable carries an immutable, auditable trail from the originating expert conversation through requirement, spec, code, test, and deploy, with human sign-off gates as first-class checkpoints. You can prove what was specified, reviewed, tested, and approved — and by whom.
Compliance-ready by design
The gated, traceable model aligns with emerging AI-governance standards — ISO/IEC 42001, EU AI Act expectations. Auditable logs and human approval gates are native to the workflow, not bolted on after.
You own it
Self-hosted and brandable: your platform, your data, your economics. Not another per-seat SaaS meter running quietly in the background.
Flat, predictable economics
Runs on owned, flat-rate model infrastructure instead of metered per-token bills that balloon with usage. Costs you can plan around, not costs that surprise you.
Built for your domain
Shade learns your field from real expert conversations and keeps its agents domain-correct — purpose-built for a vertical, not a generic tool wearing your logo.
Who it's for
Teams and organizations that must deliver software with AI — and stand behind the result.
Built for organizations where auditability, domain-correctness, and cost-predictability aren't nice-to-haves: regulated or high-stakes environments, vertical software builders, and anyone who needs to show their work, not just ship fast.
From 4C Digital
4C Shade is built by 4C Digital, an AI and systems-engineering R&D lab. We're proving it now on GableLBM, the open-source ERP for lumber and building material dealers, ahead of general availability — the same discipline we bring to every system we ship.
Early access
Get on the list.
We're onboarding a small number of early-access partners ahead of general availability. Tell us how to reach you and we'll follow up when there's a fit.
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