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Sovereign by default
Models, context and memory stay inside your infrastructure. Zero data egress — on-prem or in your private cloud, never ours.
K·A·L·A·I — KNOWLEDGE-AUGMENTED LIGHT-WEIGHT AGENT INTELLIGENCE
Small models.
Conducted well.
KALAI orchestrates lightweight agents into enterprise-grade intelligence — knowledge-augmented, model-agnostic, and running entirely where your data already lives.
EST. 2026 SOVEREIGN AI SYSTEMS SCROLL TO BEGIN
Data stays. Intelligence travels.
Intelligence should serve its owner — not the other way around. We refuse the bargain where capability is rented back to you through someone else’s datacentre.
KALAI systems are built to operate inside your environment, on your terms. Whether air-gapped on-premises or connected through a tunnel you control, your data never leaves your walls. We amplify what small models can do through architecture, proving that raw compute isn’t the only road to capable AI.
Footprint Small params, conducted
Data egress 0 bytes leave your walls
Deployment On-prem air-gapped capable
Models Any one interface
One conductor, many specialists.
No monolith carries the load. A thin conductor routes each request to a small, sharp agent — then loops the result through verification before it returns. Hover any node.
SYSTEM · CONDUCTOR
A thin conductor reads each request and hands it to the right specialist, loops their work through verification, and returns one coherent answer. No single model carries the weight — the coordination does.
Engineered for trust.
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Lightweight, conducted
We architect small models into an orchestra. Coordination — not raw parameter count — is where the intelligence comes from.
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Model-agnostic
Bring Llama, Qwen, Mistral or your own fine-tune. Swap any agent’s model without touching the rest of the system.
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Auditable & secure
Every route, tool call and verification is logged. Encrypted transport, signed actions, full trace of what each agent did.
What we build.
Sovereign multi-agent systems — from the encrypted tunnel that keeps agents under your hand to fully local enterprise deployments.
Control plane
CorvusTunnel
Operate and observe your agents across machines through a single encrypted tunnel. Pause, inspect, and steer autonomous work from anywhere — without opening a port.
Visit CorvusTunnel- Encrypted agent control plane
- Live trace of every action
- No inbound firewall changes
Deployment
Enterprise Local AI
Sovereign intelligence inside your walls. A fully local stack for organisations that demand complete data ownership — installed, tuned and supported on your hardware.
- Air-gapped install
- Tuned to your corpus
- White-glove support
Notes from the forge.
Working theory and hard-won practice on conducting small models. Written by the people building KALAI.
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Why orchestration beats scale
A well-conducted ensemble of small models outperforms a lone giant on the tasks that actually pay rent.
The conductor pattern
Routing work without a monolith: how a thin dispatcher turns specialists into a single coherent mind.
Give a small model a critic
Verification loops are the cheapest reliability you can buy. Here is the loop we run in production.
Running agents on-prem without losing your mind
A field guide to deploying autonomous systems where the data already lives — air-gaps included.
GET IN TOUCH
Keep your intelligence.
Let’s build it together.
Deploying agents where your data lives — or just want to compare notes on orchestration? We answer every message.