TechPower

Private AI Workspaces

You want internal AI assistants, knowledge search, or controlled AI workflows without exposing sensitive data.

In short

A private AI workspace gives employees a controlled environment for AI-assisted work using approved models, permissions, and data-access rules.

Why this matters

Generic public AI can't see your business context and shouldn't see your sensitive data. A private workspace delivers the productivity of AI on your knowledge - under your governance.

You may need this if…
  • Teams want AI that understands internal knowledge
  • Public AI tools can't safely access company data
  • You need role-based control over what AI can see
  • Interest in internal assistants or knowledge search

What good looks like

Approved models running under your governance
Role-based, least-privilege access to internal knowledge
Clear data boundaries and audit logging
Measurable productivity without data exposure
The TechPower path
01

Assess

Review your current state against real risks and goals to find the gaps that matter.

02

Prioritize

Rank the gaps by business impact and tackle the highest-value fixes first.

03

Build roadmap

Sequence the work with budget, timeline, and clear ownership.

04

Execute & support

Procure, deploy, validate, and stay accountable through rollout and beyond.

Supported platforms

We recommend the right fit for your environment, we're not locked to any one vendor.

AnthropicOpenAIMicrosoftAWSGoogle CloudDatabricksSnowflakeWeaviateNVIDIA
Frequently asked

What data can an internal assistant access?

Only what each user is permitted to see - access is governed by identity and data-classification rules, so the assistant respects existing permissions.

How do permissions work?

Role-based access controls determine which knowledge sources and actions are available to each user, with audit logging for accountability.

Should this run in cloud or on-prem?

Either - we help you choose based on data sensitivity, cost, and existing infrastructure, and design the architecture accordingly.

Design a private AI workspace

Private AI workspace planning guide.

Design a private AI workspace