§ 01  /  Hero

An AI shop for firms and founders who want frontier AI solutions, real cost reductions, and the privacy posture they actually need.

System mapScatter → system
9 nodes1 owned system
By the numbersAcross all three lanes. Verifiable on request.
#01In productionlive consumer-finance customer agent
#020.00%Strict pass · 120-case intake eval
#030Data egress · on-prem by design
#040K+Documents indexed · on-prem
§ 02  /  Three lanes
Lane 01 — On-prem LLM

For firms where data can't leave the room.

We deploy local LLMs and retrieval indexes on your hardware. Hosted by us, owned by you. Encrypted at rest, audit-logged, no egress.

YOUR PREMISESNO EGRESS
Fig 01 · Your hardware. Your data. Your control.
Lane 02 — Customer agents

For founders shipping AI under their own brand.

White-label customer-facing agents embedded in B2B and B2C SaaS. We build the agent; you ship the product; your users see your logo, not ours. Every reply is graded by a second model before it reaches a customer, and anything below the bar goes to a human instead. Wired into your backend, answering in the customer's language, with latency and reliability handled.

your-saas.comLOGOHi, I'm your support agent.Trained on your knowledge base.Speaking in your voice.powered by scatterai
Fig 02 · Your brand front. Our brain back.
Lane 03 — Custom AI

For founders who want secure and customized AI.

Multi-agent workspaces, scheduled pipelines, knowledge bases that compound. Deployed on your VPS or your hardware. You own it. We set it up and hand you the keys.

YOUR VPS · OWNEDORCHESTRATORAGENTAGENTKNOWLEDGESCHEDULED
Fig 03 · From the scatter, a system.
§ 03  /  Case ledger
YearFirm / IndustryScopeOutcome
2026Public accounting · regional CPA firmsOn-premise retrieval platform · open-weight models · zero-egress architecture47K+ documents indexed · zero data egress · sub-second retrieval
2026Consumer finance · customer agentProduction multilingual customer agent · neuro-symbolic loan intake · model-graded reply gate88.33% strict-pass intake · 0% hallucination on the 120-case eval · live, every reply grade-gated
2026Custom build · client infrastructureMulti-agent system on the client's own infrastructure · scheduled pipelines · compounding knowledge base24/7 unattended on the client's own VPS · full audit + replay · built on the current best stack
§ 04  /  Intelligence

Two publications. We read the AI frontier so you can ship into it.

§ Lab  /  an experiment

The work, scattered.

Open the lab. Each project becomes a cluster of dots in a 2D space. Drag through it. Switch axes between privacy, speed, and year, all against scale. Click a cluster to see what we shipped.

Open /lab ↗
§ 05  /  Start here

Bring us the problem data can't leave the room for.

On-prem LLMs, white-label customer agents, or a custom multi-agent build. We scope it, ship it, you own it.

Start a project →