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AI that fits your data, systems, risk, and cost posture.

Real AI capability for organizations that need it to fit their data, systems, risk, and cost posture. Private by design, hybrid when it helps, and yours to own.

Air-gapped capable · Model-agnostic · You own what we build · HIPAA / SOX ready

§ 01 · Why this matters

Real AI shouldn't mean handing over your data.

Most AI tools assume your data can move to someone else's cloud. For regulated operations, sensitive IP, and PHI, that assumption is a non-starter. So the work either stalls, or it quietly moves into consumer tools that no one is governing.

What the right architecture removes:

Sensitive data leaving your perimeter
Shadow AI in unmanaged tools
Per-query vendor metering
Audit and vendor-review drag

You get the capability without the tradeoff: real models, working on your data, inside your walls.

§ 02 · In your environment

What AI looks like in your environment.

Not every workload needs the same posture. We help you place each one where it belongs, private, hybrid, or external, and move it as your needs change.

posture-01 · fully private

Air-gapped.

For regulated PHI, financial, or classified-IP workflows. Nothing leaves your perimeter.

posture-02 · hybrid

Private + governed cloud.

Sensitive context stays on private models; specific, minimized, logged calls go to an external model only where it adds value.

posture-03 · external

Cloud-assisted, governed.

When the workload allows, with policy and logging. No lock-in; swap models as the frontier moves.

See exactly where your data lives →

§ 03 · What we deploy

Working agents, deployed against your systems and your data.

Not a chatbot bolted onto your intranet.

01Knowledge & policy agents

Answers from your own sources. Question-answering over your policies, SOPs, contracts, and knowledge base. Cited, and drawn only from your systems, never the open web.

02Document & email agents

Read, extract, classify, draft. Turn long documents, forms, and inboxes into structured output: extract fields, flag exceptions, and draft responses, with people on the edge cases.

03Workflow copilots

Embedded where work happens. AI inside finance, claims, procurement, and service workflows, acting on your operational data and handing off to your team on exceptions.

04Private retrieval (RAG)

Grounded in your data only. Retrieval that draws strictly from your own repositories, with role-based access and output guardrails, so answers stay accurate and in-bounds.

§ 04 · What you keep

Capability you control, end to end.

You own what we build.

The models, pipelines, prompts, and logs live in your environment and stay yours. A clean exit, and a clean diligence story.

Model-agnostic.

No vendor or model lock-in. Swap models as the frontier moves; your workflows don't care which one runs underneath.

Predictable cost.

Deployed inside your environment. No per-query or per-seat API metering as usage grows.

Audit-ready by design.

Every prompt and output is logged on your systems, with role-based access. Simplifies SOC-2 and vendor-security reviews.

Run real AI inside your environment.

WCG's Business AI solutions run on-prem, in your private cloud, or fully air-gapped. Talk through the architecture that fits your environment, and the workflows where it would help most.

Start a conversation → See where your data lives

Building a first workflow? Discuss Your First Workflow →

Mete TuzcuFounder & Principal Consultant · Wellesley Cove Group