Operayde is the managed AI platform for organisations that want to use AI without giving up the things that make their work theirs. Sovereign-grade for regulated buyers; pragmatic for everyone else.
“We audit-trail every model call now. The compliance team stopped asking how AI was getting answers — they can verify.”
“Our model knows our deal-flow. After eighteen months it suggests counter-arguments my analyst would have made — but at 6am.”
“The five percent that wins our deals never leaves the building. The other ninety-five uses whatever model is best.”
The 30-day promise
From crate to production in under thirty days. No cloud migration, no data-sharing agreement, no six-month integration project.
A rack-mount server loaded with open-weight models, your retrieval corpus, and the Operayde runtime. Plug in power and ethernet — the appliance phones home and registers with your fleet.
Virtual keys let each team, tool, or workflow call the appliance via an OpenAI-compatible API. The gateway enforces policy, tracks usage, and writes every call to the audit chain.
From day one, every interaction feeds into retrieval and eval. By day thirty you have a baseline. By day ninety, fine-tuned adapters that know your domain. The IP that accumulates is yours.
One platform · three universal pillars · one sovereign track
See · Change · Walk away
One pane of glass over every model call: which model, which prompt, which output, which retrieval, which policy decision. Audit chain you can verify externally. Open weights. Walk away at any annual boundary with the corpus, the weights, and the audit trail.
Layer · Improve · Carry forward
Every interaction makes your AI better at your work. RAG on day 1. Eval harness from day 30. Fine-tune pipeline (LoRA, DPO, continued pretraining) from day 90. The IP that accumulates — preference data, decision-outcome pairs, fine-tuned adapters — belongs to you.
Inside · Routed · Sovereign-of-default
The five percent of your data that defines your competitive position never leaves your building. The other ninety-five percent can use whichever model is best. Right tool, right prompt, one audit trail across both — without per-tool sourcing projects.
Sovereign track · regulated buyers
If your AI buy involves your auditor, your regulator, or a sectoral supervisor — EU AI Act, DORA, NIS2, sectoral overlays — start at the sovereign track. Same platform, thicker compliance pack, different sales motion.
Pillar 1 · Control
The audit chain records every model call, every retrieval query, and every policy decision. Each event carries a SHA-256 hash of its predecessor — tamper with one and the chain breaks. External auditors can verify integrity without accessing the data itself.
Exportable. Verifiable. Yours to keep if you leave.
Pillar 2 · Compound
Every interaction generates signal: preference pairs, retrieval hits, decision-outcome data. The platform turns that signal into domain-specific adapters you own. After six months your AI knows your business in ways no general model can.
Scrub the timeline to see what compounds and when.
Purpose-built hardware
We ship the hardware. You plug it in. No cloud GPU reservations, no egress fees, no data leaving the building.
64–128 GB · 1–2× GPU · 8–16 TB NVMe
Single-team pilots, professional firms, regulated SMEs.
128–256 GB · 2–4× GPU · 16–32 TB NVMe
Departmental roll-outs, custom fine-tuning, dedicated engineering.
256+ GB · 4–8× GPU · 32+ TB
Multi-site deployments, on-prem sovereign clusters, large enterprises.
Pillar 3 · Local
The gateway evaluates each request against your OPA policy bundle: data classification, model capability, cost preference. Sensitive work stays on the appliance. Everything else routes to the best cloud model available — same API, same audit trail.
Select a request to see how the gateway routes it.
Remote Model
Appliance
Classification: Confidential — financials
How we compare
| Operayde | Cloud AI SaaS | DIY on-prem | |
|---|---|---|---|
| Data stays on-site | ✓ | — | ✓ |
| Audit chain (externally verifiable) | ✓ | — | — |
| Fine-tune on your data | ✓ | Limited | ✓ |
| Multi-model routing (local + cloud) | ✓ | — | — |
| Managed hardware + updates | ✓ | N/A | — |
| Walk-away portability | ✓ | — | ✓ |
| No GPU sourcing / MLOps team | ✓ | ✓ | — |
| Time to production | < 30 days | < 7 days | 3–12 months |
For 40% of European firms, residency isn't a 'later' problem—it's a day-one blocker. A sovereign appliance gets to production faster than a cloud workaround.
A six-month strategy costs €500k and produces a report. An Operayde deployment costs a fraction and produces working AI in 30 days.
The bottleneck isn't model quality; it's the inability to tell when the model isn't working. We ship the evaluation harness in every tier.
Whether you need sovereign-grade compliance or a pragmatic path to on-prem AI, the platform is the same. Pick the door that fits your buying motion.
Enterprise & Regulated
Custom hardware sizing, compliance mapping, on-site install. Your success engineer walks you from pilot to production.
Starter & Professional
Tell our AI what you want to automate. It will scope the workload, recommend a tier, and point you to the right next step.