WCG Private AI / Private AI agents

Agents that work where your data lives.

Private AI agents on the architecture your data requires: private, hybrid, or external. Fully private and air-gapped when it must be, hybrid when a step genuinely needs frontier capability. Your data stays inside your perimeter, and you own what we build.

Start a conversation → See the use cases →

§ 01 · Capabilities

What the platform does, stated plainly.

01Document processing300+ pages < 30s

Advanced text extraction from large policy documents, contracts, and regulatory texts, at the volume your workflows actually run.

02Intelligent analysisContext-aware

State-of-the-art language models understand context and extract meaningful, decision-ready insight from your documents.

03Local & on-prem inferenceIn-perimeter

Models run on endpoint devices or on-prem servers. Processing happens inside your environment, not someone else's cloud.

04Air-gapped operationFully offline

Operates in fully offline or air-gapped networks when the work demands absolute data sovereignty.

05Traceable citationsAudit-ready

Every answer links back to the exact passage in the source document, so review and audit take minutes, not meetings.

06Custom RAG pipelineYour rules

Custom vector stores, embeddings, and business rules, tuned to your organization, with role-based access and output guardrails.

§ 02 · The agents we build

Six agent families, tuned to regulated work.

Two core agent types, plus named agents for the sectors we serve. Each is grounded in your own sources, cited, and deployed on the posture your data requires.

AGENT / POLICY-01 · EVERY ENGAGEMENT

Policy agents

Read and reason over policies, regulations, contracts, and playbooks, with cited answers traceable to the exact source passage.

AGENT / DOC-02 · EVERY ENGAGEMENT

Document & email agents

Ingest and analyze documents and email at scale, 300+ pages in under 30 seconds, cutting document-search time 40-60%.

AGENT / PAPAIA · FLAGSHIP

PAPAIA

Our flagship policy and program agent: navigate dense regulatory and public-assistance frameworks with cited, traceable answers your auditors can follow. Learn about PAPAIA →

AGENT / FIN-04 · PE-BACKED & FINANCE

Financial close & reconciliation

Automate reconciliations, flux analysis, and audit prep to take days off the close, with people on the exceptions.

AGENT / CLM-05 · HEALTHCARE & LIFE SCIENCES

Prior-auth & claims

Draft prior-authorizations and claims, and summarize clinical and trial documents, with PHI kept inside your perimeter.

AGENT / DIL-06 · FINANCIAL SERVICES & INSURANCE

KYC/AML & diligence

Summarize KYC/AML files, review documents, and draft memos and reports, with client data in-perimeter.

§ 03 · Where it runs

Private, hybrid, or external.

01On-premisesAir-gapped capable

Deployed entirely within your data center, with full control over infrastructure and data. Built for air-gapped environments where nothing leaves the room.

02Private cloudSovereign & scalable

Runs in your private cloud tenancy: data sovereignty preserved, cloud scalability when volumes spike.

03HybridBalanced

Sensitive context stays on private models; minimized, policy-approved, and logged calls reach an external model only where it genuinely adds value.

When the workload allows, a governed external posture is the fastest, lowest-overhead path. We place each workflow deliberately, and move it as your needs change. See exactly where your data lives →

§ 04 · Why teams choose it

The case, in five clauses.

Efficiency you can measure. Document-search time down 40-60% in typical deployments; instant, accurate answers to complex questions.

Grounded accuracy. Answers are grounded in your actual documents with full citation and traceability, so every response can be checked against the source.

Predictable cost. No per-query pricing, no external API metering as usage grows. Deploy once, use without a meter running.

Privacy by design. Processing happens inside your environment, with air-gapped options where required. Your data does not leave unless you decide it should.

Yours to own. Models, pipelines, prompts, and logs live in your environment and stay yours. A clean exit and a clean diligence story.

Ranges reflect typical outcomes and are not guarantees. Actual results vary with baseline data, workflow feasibility, and implementation complexity.

See the agents against your workflows.

Tell us where manual review, documents, or decisions create real cost. A senior person reads every note, and you hear back within one business day.

Start a conversation → View the use cases

Want the flagship in depth? PAPAIA handles dense regulatory and public-assistance frameworks. See PAPAIA →