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A-Team AI · Enterprise AI platform

A-Team AI. Your AI. Inside your perimeter.

We deploy on-premises and hybrid AI platforms with unified access to models, corporate data and controls. Every AI model in the company — through one secure gateway.

Why you need a platform

01

AI is already used without control

Employees use external AI services and data leaves the perimeter.

02

Pilots are fragmented

Each department has its own model, budget and risks.

03

Requirements are tightening

Data can't go to external clouds, and Russian models are increasingly required.

04

Costs are invisible

Inference and GPU spend grows without being allocated to departments.

Platform components

  1. 01

    Unified API gateway

    Access to multiple models with routing by cost, complexity and risk level.

  2. 02

    Models

    Russian and open-weight: on-premises, private cloud or air-gapped, with fallback models.

  3. 03

    Access and security

    Role-based access, secrets management and filtering of sensitive data.

  4. 04

    Logging and audit

    Every model request is logged and available to your security team.

  5. 05

    Observability

    Quality, latency, GPU utilisation and cost by department.

  6. 06

    Data connections

    DWH, ERP, CRM, GIS, EDMS and knowledge bases for RAG use cases.

In a hybrid setup, you decide which data and tasks are allowed to leave the perimeter.

Outcomes

01

A foundation for all AI solutions

One platform for multiple products and departments.

03

AI initiatives under control

Employees' AI use moves into a governed environment.

04

Transparent costs

See who uses model resources, and for what.

The A-Team at work

15 years of engineering. Now at AI speed

200+ projects for government, banking, energy and retail. We work inside client infrastructure, meet enterprise security requirements and are accredited by the Russian Ministry of Digital Development.

FAQ

How is this different from “installing a local LLM”?+

Installing a model is a small part of the job. A platform adds access control, audit, integrations, observability and operations — what makes AI fit for production.

Do we need our own hardware?+

Not necessarily. We'll choose an option that fits your use cases, budget and security requirements, including hybrid.

Will we be locked into one vendor?+

No. The platform lets you swap models without rebuilding solutions.

Let's design an AI platform around your requirements

We'll audit your infrastructure and security requirements and propose a target architecture.

Discuss the architecture

A short note is enough. We can work through the details together.