sovereign AI engineering lab
Sollyn Labs builds custom private AI and sovereign models for enterprise and government. Your data never leaves your perimeter, your models run on your infrastructure, and the weights are yours.
Global delivery / US · Europe · Middle East · APAC
The sovereign imperative
Public AI has a fundamental trade: your data crosses a boundary to run, and you never see the weights. For mission-critical and regulated organizations, that trade is not acceptable. We build the other way.
Models train and run inside infrastructure you control. Nothing we build phones home, and nothing we deploy depends on a cloud round-trip.
When the environment demands it, the stack runs fully disconnected. We design for isolation from the first reference architecture, not as an afterthought.
The model, its checkpoints, and its training artifacts are yours. We hand over the keys and the runbook, so no vendor holds a lock on your intelligence.
Privacy and control are decisions made in the architecture, not bolted on later. That is the only way to hold up under mission pressure.
Capabilities
Four disciplines, one operating principle: private, sovereign, yours. We pick the right tool for the mission and build it to run inside your world.
SLMs distilled to your domain, your taxonomy, and your tolerance for cost and latency. Trained and tuned against your own corpora, sized to the hardware you already run.
Private infrastructure inside your perimeter, from bare metal to air-gapped clusters. No telemetry, no egress, no third-party inference in the path of your data.
Autonomous orchestrators that plan, act, and verify under guardrails you define. Built for reliability and audit, with human-in-the-loop where it matters.
Data lineage, provenance, and verification controls that hold up to review. Every artifact accountable, every decision traceable to the evidence behind it.
Engagement & roadmap
We de-risk with a fixed-scope pilot before any bigger commitment, then move through clearly gated phases so you always know what you are paying for and what success looks like.
We define the target, stand up a pilot model on your infrastructure, and validate it against your real data and acceptance criteria. Fixed scope, fixed fee.
Hardened architecture, deployment, integration with your systems, and a runbook your team owns. Scoped milestones with clear exit criteria at each gate.
Monitoring, retraining cadence, and ongoing distillation as your corpus grows. Optional managed operations, or fully transferred to your team.
Fixed fee
Scoped phases
Ongoing
Scope and fees are framed per engagement, sized to your use case and infrastructure. Start with a two-week fixed-fee sprint, then scale with milestones you control.
Get a fixed-fee scopeIndustries & case archetypes
The patterns below illustrate how we approach each sector. They are representative archetypes, not claims of specific unnamed clients. Every engagement starts with a scoping sprint to pin down your actual problem.
Fraud signals and risk models run inside the datacenter, trained on the ledger. Compliance-grade lineage on every decision.
Classified and sensitive workloads on air-gapped systems, with verification and provenance built to the frame.
Clinical inference and analytics on protected data, with no PHI leaving the controlled environment.
Operator assist and telemetry intelligence for energy, transport, and utilities, hardened for continuity.
Questions
Something else on your mind? Bring it to the architecture review and we will map it to your environment.
Ask us directlyStart with a discovery call
Thirty minutes mapped to your mission: the use case, the data, the infrastructure, and a fixed-fee scoping sprint to move forward with. No obligation, no slideware.