Private AI, inside your enterprise.

Your data, your models, your control.

Prisov engineers work alongside your team to build AI around your systems, approved models and access rules, within a deployment boundary agreed with you.

Private compute, within your environmentA conceptual drawing of server racks, a private compute core and connected data paths within an enterprise environment. It illustrates private infrastructure, not a live system or product interface.Hover or focus to follow the teal data paths through the illustration.
One boundary. Defined by you.Conceptual infrastructure

Private intelligence. Sovereign infrastructure.

Built around your environment

AI will evolve. Keep control of what matters.

Your deployment boundary.

Choose where the system runs and which connections it can make. We assess the environment against your security, compute and operational requirements.

  • Agree where data is stored, processed and accessed.
  • Define external connections and how updates reach the environment.

Your models. Your knowledge.

Keep enterprise knowledge separate from the model so it can remain useful as models change.

  • Retain source-linked knowledge in the agreed customer environment.
  • Evaluate model substitutions for quality, licensing and compute.

Your rules for useful work.

Agree what AI can read, suggest and do, with customer owners responsible for the decisions that matter.

  • Apply user permissions and define when approval is required.
  • Evaluate source evidence and behavior before extending scope.

Environments to assess

  • Your VPC
  • On-premises
  • Air-gapped

Architecture

From enterprise context to useful intelligence.

A five-layer reference architecture, shaped around your workflow, systems and operating requirements.

Within your chosen environmentFive connected layers
Five connected layers: connectors, ingestion and processing, knowledge and data, a model gateway, and enterprise AI. Identity, permissions, audit and evaluation are shared design responsibilities across the layers.
Connectors

Approved sources and access context.

ConnectorsConnect approved sources with their access context.
Layer 1 of 5

Start with the sources your team trusts.

Connect approved sources with their access context.

Responsibilities

  • Select the relevant systems and source owners.
  • Agree read access, service identities and connection limits.
  • Define how updates and removals are detected.
Agree together
Which sources are authoritative for this workflow?
Ingestion & processingPrepare usable content without losing its source context.
Layer 2 of 5

Make information usable and traceable.

Prepare usable content without losing its source context.

Responsibilities

  • Parse documents and normalize relevant records.
  • Retain source references, versions and access rules.
  • Identify processing failures and propagate source changes.
Agree together
How fresh must the information be?
Knowledge & dataRetrieve relevant enterprise context for the authorized user.
Layer 3 of 5

Find the evidence the request needs.

Retrieve relevant enterprise context for the authorized user.

Responsibilities

  • Organize approved content for the chosen workflow.
  • Retrieve relevant information within user permissions.
  • Check freshness, relevance and gaps in the evidence.
Agree together
What makes a retrieval result complete and useful?
Model gatewayRoute each request under the agreed model and connection policy.
Layer 4 of 5

Choose models without rebuilding the workflow.

Route each request under the agreed model and connection policy.

Responsibilities

  • Select approved models for the task and environment.
  • Apply request, data-boundary and connection policies.
  • Compare model changes against agreed evaluation examples.
Agree together
Which model fits the quality, licensing and compute needs?
Enterprise AITurn evidence into useful answers or reviewable actions.
Layer 5 of 5

Put the result into the team’s workflow.

Turn evidence into useful answers or reviewable actions.

Responsibilities

  • Present source references and missing evidence.
  • Require review or approval where the workflow calls for it.
  • Evaluate real examples with the people who own the work.
Agree together
Where must a person review or authorize the result?

Designed for the work

Built for your industry.

Start with a workflow your teams know. Shape the intelligence around their sources, permissions and decisions.

Energy and utilities

Investigate an incident.

Bring plant documents, incident records and asset data into the investigation.

Investigate incidents

Pharma and life sciences

Support a deviation investigation.

Find context in approved SOPs, deviation records and CAPA documentation.

Support deviations

Healthcare

Support records and documentation.

Work with records, claims and clinical documentation available to authorized teams.

Handle records

Financial services

Prepare a reviewable credit memo.

Bring loan records and approved policy documents together for a draft.

Draft credit memos

Professional services

Research and draft from firm knowledge.

Build on engagement knowledge and approved documents within client access boundaries.

Research from firm knowledge

These are examples of work we can shape together, not case studies.

Work with the team. Build around the work.

Prisov engineers work closely with your business and technical owners: understand the workflow, integrate the relevant systems and evaluate the result together.

Why Prisov

We help enterprises put AI to work while retaining control of their systems, knowledge and operating decisions. The starting point is a real workflow your team can define and evaluate.

From a defined workflow to an informed decision

  1. Define the workflow.

    Choose the users, task and representative examples. Agree what a useful result means.

    OutputWorkflow and evaluation brief

  2. Agree the boundary.

    Map sources, permissions, compute and approved models with your technical owners.

    OutputBoundary and access plan

  3. Build and test.

    Integrate the agreed sources and review a bounded workflow with your team.

    OutputWorking pilot for evaluation

  4. Decide what follows.

    Review quality and gaps. Agree operating ownership and whether to extend the work.

    OutputEvidence-based next-step plan

Build with Prisov

Start with one workflow worth getting right.

Tell us what your team needs to do. We’ll follow up to understand the workflow, your environment and a useful next step.

Prefer email?

contact@prisov.com

Let's start with the work.

A short introduction to your team and the work is enough to begin.

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