Category comparison
Cloud AI coding agents vs sovereign on-prem AI.
Cloud agents are excellent where cloud is approved. NeueCode is designed for organizations where cloud AI is not allowed.
| Capability | Cloud coding agents | NeueCode |
|---|---|---|
| Where the AI brain runs | Usually the vendor's cloud | Inside the customer's network — on your servers |
| Where file / shell / git / test run | The vendor's cloud | The developer's own desktop — the server only decides which tool to call; the web client gets zero machine tools |
| Air-gap ready | Usually not | Yes — an install that doesn't phone home; strict mode makes egress structurally unreachable to the agent |
| Local models on customer GPUs | Limited | Yes — open-weight models (Qwen3-Coder-class and others) served on your GPUs by a VRAM-aware gateway |
| Self-correction | The model grades itself | A deterministic external verifier over the real trajectory |
| Works without a required vendor cloud | No | Yes — no core path depends on an external service |
| Identity & sign-in | Federated out to a vendor tenant | Terminates on your appliance, keyed to your directory (AD/LDAP SSO, SAML 2.0) — lock a user and every surface is cut off on the next request |
| Tamper-evident audit trail | Limited, or held by the vendor | Yes — a hash-chained Flight Recorder plus signed manifests |
| Egress proof | Limited | In strict mode: signed per-run manifests your auditor verifies offline |
| Compliance evidence | A SOC 2 report about the vendor's cloud | A self-verifying evidence bundle about your own box — mapped (not certified) to EU AI Act, DORA, NIS2, SOC 2 CC6, ISO 42001, and SAMA/NCA controls |
| Version control & updates | The vendor's cadence, no rollback | Operator-pinned signed updates that roll back on failure — air-gapped by design |
| GCC sovereign deployment | Not a core focus | Core focus — Kuwait-first, with a bilingual AR/EN workbench |
This compares two categories, not named vendors. Our sourced, named product comparisons are published at the comparisons index.
If cloud is not permitted where you work — this is your product.
Start with a scoped pilot inside your network, or book a sovereign AI demo.