Agentic Dynamic
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Defence & Automotive · On-premise

Engineering knowledge layer at a Turkish defence manufacturer

A secure, on-premise enterprise knowledge base — built so engineers find answers in seconds, and classified data never leaves the perimeter.

Sector
Defence industry & automotive
Customer
Top-100 global defence manufacturer (anonymous)
Year
2025–2026
Context

The only Turkish land-vehicle maker in the global top-100

The customer produces 700+ vehicle configurations spanning military armoured vehicles, commercial trucks and buses. With 3,500+ employees and exports to 80+ countries, their ERP infrastructure, R&D centres and classification layers each carry very different operational realities.

700+
Vehicle configurations
3,500+
Employees
80+
Export countries
Top 100
Global defence industry
The problem

Knowledge scattered across systems — and shadow AI creeping in

01

4–5 systems per lookup

Engineering docs, production procedures, supplier specs and compliance records sat in separate systems. One compliance reference meant searching four or five of them.

02

Access controls that hurt productivity

Over-cautious controls — driven by defence classification requirements — degraded day-to-day productivity for engineers who needed legitimate access.

03

Shadow AI risk

Engineers pasting classified information into public chatbots was a serious and growing concern — with no secure internal alternative to point them to.

ARiVA · Enterprise Knowledge Base

A secure knowledge base, deployed on-premise

ARiVA was deployed inside the enterprise perimeter. Data never leaves; classification-level access controls are enforced at the retrieval layer — so the system simply cannot surface what a user is not cleared to read.

Engineering Knowledge Assistant

Technical specifications, material catalogues and product compliance records in a single natural-language query surface.

Sub-supplier Knowledge Base

Specs, compliance, certifications and historical performance for suppliers across 80+ countries, consolidated in one base.

Quality & Compliance Assistant

MIL-STD, NATO STANAG, UNECE/EU certifications and customer-specific requirements, retrievable during production.

Outcomes

Seconds, not days — with the perimeter intact

Retrieval in seconds

Engineering documentation retrieval dropped from days to seconds.

Shadow AI shut down

With a secure internal alternative live, public chatbot use could be banned by enterprise policy.

Classification compliance

ARiVA cannot retrieve documents a user is not cleared to read, with a complete audit trail of every query.

Perimeter held

No enterprise data ever left the perimeter — the entire deployment runs on-premise.

Products used
ARiVA — Enterprise Knowledge BaseAI Act / Compliance Agent
Now shipping to production

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