CortexMine

PRIVATE AI · ON-PREM

Digital Workers.Inside your infrastructure.

Private AI for documentation operations in regulated and high-trust industries. On-prem, on dedicated hardware.

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WE WORK WITHGrupa Azoty S.A.
SUPPORTED BY
  • Microsoft for Startups
  • NVIDIA Inception Program
  • Wspiera nas FORT Kraków
  • Krakow Technology Park
Problem

Not every environment can adopt AI the easy way.

Where decisions must be justified, knowledge is scattered and data is sensitive, standard AI tools fall short.

Scattered service knowledge

Manuals, repair history, technician notes and expert know-how live in different systems. Every ticket starts with a search.

Documentation that can't keep up

Work instructions and SOPs drift behind product changes. Updating them takes hours nobody has.

Public AI clouds are a regulatory choice, not a technical one

NIS2, AI Act, audit requirements, IP sensitivity. For key entities under NIS2, public AI services are off the table because of data sovereignty.

Approach

CortexMine doesn't start with promises. It starts with control.

We create a layer that organizes operational knowledge and supports decisions where security, context, and accountability matter.

Controlled environment

Full data and process isolation within the organization's infrastructure.

Source-grounded answers

Every answer points to its context, document, and information origin.

Human in the decision loop

Human-in-the-loop for high-stakes decisions. AI proposes, a human approves, the system audits.

A workflow that closes the loop

From question to process closure, in a controlled path.

It's not about generating impressive answers. It's about moving from scattered knowledge to reliable action.

Deployment models

On-prem first. Dedicated single-tenant private cloud when it fits the path.

CortexMine deploys in two models: on-prem on dedicated hardware inside your data center, or in a dedicated single-tenant private cloud. On-prem is our default. In both models the environment is yours alone: dedicated compute, isolated network, data never leaves your perimeter.

On-prem

Default
  • Dedicated appliance in your server room or data center.
  • Full physical control over hardware and data. Air-gapped configurations available.
  • For organizations with their own server infrastructure and strict data residency requirements.

Dedicated single-tenant private cloud

Single-tenant
  • The same platform on dedicated single-tenant infrastructure, reserved exclusively for your organization.
  • No shared compute, no shared models, no multi-tenancy. An isolated environment under your governance.
  • For organizations without their own server room, or teams that want to start faster and move on-prem later.

Both models run the same tiers and the same flat monthly fee. Tiers, not tokens. Pricing is shared after scoping.

INTEGRATION

Connect your repositories. We do not move your data.

CortexMine connects to your documents where they already live. Changes sync incrementally and the system keeps no copy of source files outside your perimeter. Sign in with your company SSO, no separate accounts.

Document repositories and object storage

Incremental change sync

No copy of source data outside the perimeter

Sign in with your company SSO

Security & governance

Built for regulated environments.

Architecture facts, not marketing. No claimed certifications we don't hold.

Data never leaves your perimeter

On-prem on dedicated hardware, or a dedicated single-tenant private cloud under your governance.

Source-grounded answers

Every answer cites the documents it came from.

Audit-ready log

Every question and answer is recorded and traceable.

Role-based access control

Access follows your roles and permissions.

Human-in-the-loop

AI proposes, your people approve. High-stakes decisions stay human.

Operated for you

Deployment, updates and hardware refresh handled by CortexMine. No internal AI team required.

ACCESS CONTROL

The AI only sees what each person is allowed to see.

Permissions are not a filter placed on a finished answer. A person's role and group decide which documents can enter the answer at all. The same prompt from two people returns results from different sources when their access differs. Control is enforced on every request, at the data layer.

  • Access granted by role and by group
  • Enforced at the data layer, not the UI
  • Full isolation between teams and projects
Digital Workers

Assistants in four operational areas.

Each Assistant is a configured role on top of our Digital Worker capacity. We start with four areas where CortexMine delivers the strongest operational impact. Audit runs first with our anchor client; the four areas below are built with partners in the Co-Development program.

AVAILABLE VIA CO-DEVELOPMENT

Service & Troubleshooting Assistant

First line of technical support grounded in failure history, service documentation and OEM manuals. Shortens diagnosis time and unloads senior engineers.

For service managers and Head of Field Operations

Each Assistant is a configured role of a Digital Worker. A Digital Worker is a unit of capacity, not a seat. You pay for work done, not chairs.

IN ACTIVE BUILD · ANCHOR CLIENT

Audit Assistant

Supports the internal audit function on your organization's own documents: file research, evidence retrieval, gap analysis against your procedures. Built for auditability end to end: source-grounded answers, human-in-the-loop, audit-ready log.

In active build with our anchor client, one of the largest Polish manufacturers and a key entity under NIS2.

Audit Assistant works on your own documents. It is not external audit-readiness and does not certify third parties.

Named case study planned.

Explore the Internal Audit use case →
How it works
GROUNDING

See the source. Exactly where the answer came from.

Every answer links to the exact passage in your document, highlighted on the original page. Click a citation and you see the page, the paragraph and the spot the sentence came from. No guessing where the model got it.

  • The citation opens the source page and paragraph
  • The exact region highlighted on the original
  • Numbered citations inline in the answer
  • Page shown as an image: zoom and fullscreen
PRODUCT PREVIEW

See it work

CORTEXMINE · ASSISTANT
What is the torque spec for the P-140 gearbox mount?
SOURCES
  • [1]Service manual P-140, p. 42
  • [2]Repair log 2025-03-114
Logged: question, sources, answer, user, timestamp

Every answer is grounded in your documents and lands in the audit-ready log.

WHY REGULATED BUYERS TRUST IT

Built for audit, not bolted on later.

Every part of an answer leaves a trace you can show an auditor.

Audit-ready record of every answer

The question, the sources used, the document version and timestamps saved as a durable record.

Off-topic content is dropped

Passages unrelated to the question are dropped before the answer is written.

Evidence self-check

The assistant checks whether it has enough sources and pulls more instead of guessing.

Citation freshness

A citation shows the document version from the moment the answer was given, not today's state.

GDPR-grade deletion

A document is removed from every layer of the system and citations to it are marked as removed.

Human in the loop

The AI proposes, your people review and sign off.

COLLABORATION

Collaboration

Grupa Azoty S.A.

The cooperation covers pre-deployment analysis, joint solution design based on feedback, a pilot deployment, and a production deployment.

KPI-GATED CO-DEVELOPMENT

We build with partners first. Public availability comes next.

Ahead of general availability, CortexMine works with a narrow group of industrial partners in a KPI-gated Co-Development program. KPIs are agreed in writing before any work starts.

KPIs in writing

KPIs agreed in writing before any work starts.

60 to 90 day Co-Development Phase

Infrastructure runs at CortexMine's cost during the Co-Development Phase.

Activation on KPI success

The commercial license activates only after the agreed KPIs are met.

3-year price lock

Price locked for 3 years from activation.

Amicable exit if KPIs miss

If KPIs aren't met, we part ways amicably and nothing is charged.

No pilot fee. You pay only after the agreed KPIs are met. If KPIs aren't met, we part ways amicably and nothing is charged.

Commercial availability is rolled out with Co-Development partners first.

IN ACTIVE BUILD

Public launch. In active build.

After the Co-Development program, we open CortexMine to a wider set of organizations. Four tiers, differentiated by hardware, number of workflows, and concurrent users.

ENTRY

For smaller manufacturers

Single appliance, 1 workflow, up to 10 concurrent users.

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GROWTH

For mid-market plants

Two appliances, 2 workflows, up to 25 concurrent users.

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SCALE

For documentation-heavy operations

Workstation cluster, 5 workflows, up to 60 concurrent users.

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ENTERPRISE

For multi-site and air-gapped environments in regulated industries

Multi-node configuration, custom workflow scope and concurrency.

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Flat monthly fee. Hardware and refresh cycle included for on-prem deployments. Tiers, not tokens: no metering, no per-seat pricing. Every tier runs the same frontier-class model in your dedicated environment. Pricing is shared after scoping.

Team

A team of five. Experience in industry, AI, operations and regulation. Backed by an AI advisor: physics PhD from UC Berkeley, research at MIT and Harvard, recipient of the “Outstanding Young Pole” award.

CortexMine team

Our team

Founders

Fryderyk Pryjma, CEO
Fryderyk Pryjma
CEO

Built EUR 1.1M+ B2B revenue as CCO at a Polish software house. MSc HCI (Tampere), MBA.

Julia Pryjma, COO
Julia Pryjma
COO

Operations in sensitive-data environments.

Mikołaj Paterek, CTO
Mikołaj Paterek
CTO

Fullstack engineering across RAG, AI and cloud.

We work with

Proud to collaborate with Microsoft for Startups
PARTNERSHIP

Microsoft for Startups

Program participant, technology and go-to-market support.

Krakow Technology Park
ACCELERATOR

KPT ScaleUp Booster

Industry 4.0 accelerator run by Krakow Technology Park.

NVIDIA Inception Program
PARTNERSHIP

NVIDIA Inception

Program member, access to NVIDIA technology and ecosystem.

Wspiera nas FORT Kraków
ACCELERATOR

FORT Kraków

Security-focused acceleration program run by Krakow Technology Park. CortexMine is a program participant.

Fit

Designed for high-trust environments.

We build CortexMine for organizations that can't afford a simplified approach to AI. We start with manufacturing, and expand into regulated and dual-use environments over time.

You're a fit if:

  • You manufacture complex products and maintain service documentation
  • Public AI clouds are a non-option for you, but on-prem or a dedicated single-tenant private cloud can pass governance
  • You have a specific workflow to solve, not a generic 'we want AI'

We're not for you yet if:

  • You're looking for a chatbot without a specific workflow
  • Microsoft 365 Copilot covers your needs
  • You don't yet have a budget owner for the project
FAQ

Straight answers to the hard questions.

Do you also deploy outside on-prem?

On-prem on dedicated hardware is our default model and the one we recommend for regulated environments. We also deploy in a dedicated single-tenant private cloud: the same platform, dedicated compute, an isolated environment. We never run customers on shared infrastructure.

How is this different from ChatGPT Enterprise or Copilot?

Those are horizontal office tools in a public cloud. CortexMine is a vertical platform for documentation operations, deployed on-prem by default or in a dedicated single-tenant private cloud. Your data never leaves your perimeter.

Is this just RAG?

RAG is a technique, not a product. CortexMine is a platform with configurable Digital Workers, governance, an audit-ready log and productized workflow modules. RAG is one ingredient.

Do you have customers?

Our anchor client is Grupa Azoty S.A., one of the largest Polish manufacturers and a key entity under NIS2, with the internal audit workflow in active build.

Are you production-ready?

First product version: May 2026. Test deployment: June 2026. Full operational launch and KPI validation: in progress. We publish what is live and what is in build; no inflated claims.

Why on-prem when public cloud seems cheaper?

Our clients do not buy cheap AI; they buy AI that fits their compliance duties and customer contracts. On-prem remains our default for regulated environments. A dedicated single-tenant private cloud is available when the organization needs a faster start or has no server room.

How much does it cost?

Hardware tiers from a single appliance to a cluster, flat monthly fee, hardware and refresh included. No token metering, no per-seat pricing. We share exact pricing after a scoping call.

CALCULATE

See your ROI in 30 seconds

Estimate workforce capacity and annual savings for your operation.

Open ROI calculator →
EU PROJECT

Technology recipient

The cooperation covers pre-deployment analysis, joint solution design based on feedback, a pilot deployment, and a production deployment.

Project implemented under the European Funds for Smart Economy 2021-2027, KPT ScaleUp Booster project.

Grupa Azoty S.A.

Grupa Azoty S.A.