Webprowale

Private AI & RAG systems

Your company knowledge, answerable in seconds and kept private.

We design AI systems that search your documents, databases, and tools, answer with citations, respect who can see what, and keep your data under your control.

RAG developmentprivate AIAI architectureenterprise AI searchcustom GPT for business
Documents
Drives
Wikis
Databases
Permissions
Citations
Hybrid search
Your cloud
WebprowalePrivate AI & RAG
Fixed scope, fixed priceFrom $900 · 2–3 weeks

Where projects usually stall

The problems we are hired to fix

  • Staff waste hours hunting for answers across tools
  • Public AI tools are a data-leak risk
  • Basic RAG demos return wrong or outdated answers
  • AI costs grow with no visibility or control

Who it is for

A good fit if you are one of these

  • Companies whose knowledge is buried in docs, drives, and inboxes
  • Regulated teams that cannot paste data into public chat tools
  • Products adding AI search or copilots for their users

Execution blueprint

What you get, and how we build it

What you get

  • AI architecture: model choice, retrieval design, and cost plan
  • Ingestion pipelines for docs, drives, wikis, and databases
  • Hybrid search with re-ranking and source citations
  • Permission-aware answers mapped to your user roles
  • Evaluation sets to measure accuracy over time
  • Private deployment in your cloud when required

How we build it

Step 1

Assess

We audit your data sources, access rules, and the questions that matter.

Step 2

Architect

Retrieval, models, and security design with a clear cost estimate.

Step 3

Build and evaluate

Pipelines and answers measured against a real question set.

Step 4

Deploy

Rolled out to your team or product, with monitoring for quality and cost.

Packages

Two clear starting points, one fixed-price proposal

Prices are starting points in USD. After the project call you receive a fixed price for your exact scope.

Starter

from $900

2–3 weeks · A private knowledge assistant over your documents.

  • Up to 2 data sources
  • Chat with source citations
  • Team sign-in
  • Evaluation on 50 real questions
  • 30 days of fixes
Reserve Starter

Standard

Most chosen

from $3,000

4–6 weeks · A permission-aware AI platform across the company.

  • Unlimited data sources with scheduled sync
  • Role-based access to answers
  • Hybrid search and re-ranking
  • API for use inside your products
  • Quality and cost dashboards
  • Private cloud deployment option
Reserve Standard

After launch, keep it improving with a care plan from $150/month. See care plans

FAQs

Answers before the first call

Q1

Is our data used to train AI models?

No. We use providers and settings that do not train on your data, and can deploy inside your own cloud when required.

Q2

What is RAG?

Retrieval-augmented generation finds the most relevant parts of your data first and then has the model answer from them, which cuts down made-up answers and lets every answer cite its source.

Q3

Can it respect who is allowed to see what?

Yes. We map your user roles to data access, so people only get answers from sources they are allowed to see.

Ready to start your private ai & rag project? Book a free project call.

Tell us what you want built. We reply within 24 hours and send a fixed-scope proposal within 3 business days of the call.

  • Reply within 24 hours
  • Free 30-minute project call
  • Fixed-scope proposal
  • You own 100% of the code