Private AI shaped for teams responsible for sensitive data.

Sotaire turns sensitive documents, role boundaries, and review processes into local AI systems for legal, engineering, healthcare operations, finance, insurance, and public-sector teams.

Dedicated customer environment
Citations by default
Human approval gates
Deployment map
Sector fit engine
On-prem
01
Data
02
RAG
03
Agent
04
Audit
Common control layer

Single-tenant infrastructure, cited retrieval, scoped tools, approval gates, and reviewable audit evidence.

Local
Inference, retrieval, and source documents stay in the customer environment.
Cited
Answers point back to approved files, policies, workpapers, and records.
Scoped
Permissions follow matters, projects, claims, clients, programs, or teams.
Reviewed
Consequential outputs route through the right human checkpoint.
Industry workflows

Six sectors, each grounded in real work.

The source material, user roles, and review requirements change by sector. The private deployment architecture stays consistent.

Read the private AI blog
Legal
Legal AI

Private AI for law firms and legal teams

On-prem AI for contract review, matter research, discovery summaries, policy search, and governed legal workflows with citations and audit trails.

Matter-level permissions
Privilege-aware audit trails
No direct outbound model calls
Document retention alignment
Explore legal
Engineering
Engineering firms

Private AI for engineering firms

On-prem AI for engineering firms that need secure search, proposal support, standards retrieval, RFI review, and project knowledge assistants.

Project-level access
Client IP isolation
Explore engineering
Medical Billing
Medical billing

Private AI for medical billing teams

On-prem AI for medical billing teams that need payer policy search, denial appeal support, coding documentation review, and auditable workflow assistance.

PHI-aware deployment boundaries
Role-scoped account access
Explore medical billing
Accounting
Accounting firms

Private AI for accounting and advisory firms

On-prem AI for accounting firms that need secure client document search, audit binder review, tax workpaper support, and advisory knowledge reuse.

Client workspace isolation
Manager approval gates
Explore accounting
Insurance
Insurance claims

Private AI for insurance claims teams

On-prem AI for insurance claims operations that need claim file summaries, policy search, evidence review, adjuster assistance, and auditable decisions.

Claim-level authorization
Policy citation requirements
Explore insurance
Public Sector
Public sector

Private AI for public sector and regulated agencies

On-prem AI for public sector teams that need secure policy search, records assistance, case file summaries, procurement support, and auditable AI workflows.

Data residency by design
Program-level permissions
Explore public sector
Operating model

A repeatable private AI system.

One governed deployment pattern adapts to each organization’s boundary, knowledge, workflows, and evidence requirements.

01
Boundary

Define which documents, users, systems, and outbound paths are allowed.

02
Knowledge

Index approved sources into private, cited retrieval collections.

03
Agents

Shape workflows around typed tools, roles, templates, and review queues.

04
Evidence

Log prompts, retrieved context, approvals, actions, and final outputs.

Fit matrix

Match the work to the right control model.

Compare each sector’s sensitive assets, first useful workflow, and accountable reviewer.

Sector
Boundary
Workflow
Review
Legal
Matter files, clause libraries, privileged client documents
Contract review, discovery summaries, matter research
Attorney approval
Engineering
Project specs, RFIs, drawings, standards, proposal archives
Technical retrieval, proposal reuse, submittal review
Senior engineer QA
Medical billing
Payer policies, account exports, appeals, billing SOPs
Denial appeal support, payer lookup, documentation checks
Billing specialist approval
Accounting
Client files, workpapers, advisory templates, audit binders
Binder search, memo drafts, client document summaries
Manager or partner review
Infrastructure signal

The workflow changes by sector. The control model stays clear.

Sotaire keeps the core architecture consistent so each vertical solution can focus on the customer's documents, approval chain, and risk boundary.

Dedicated hardware

One customer environment per deployment.

Brokered access

Approved external paths only.

Scoped retrieval

Answers from authorized local sources.

Audit evidence

Prompts, sources, actions, and approvals.

Have a workflow in a different sector?

We can shape Sotaire around your documents, review gates, and security model even if your industry is not listed yet.

Start with a 30-minute scope

Bring the workflow, the sensitive sources, and the review rules. We'll map the deployment boundary and next step.