Industries · Manufacturing & Supply Chain
Oriona is a self-hosted enterprise AI assistant that indexes your production, quality, planning and supplier systems in place. Your teams ask questions in plain language and get cited answers from your own data. No SQL, no ticket queue, and nothing leaves your infrastructure.
Self-hosted by default
Oriona runs inside your network. Process, supplier and cost data is never sent to a third-party model.
Answers you can trace
Every response cites the record, document or table it came from, so quality and finance can verify it.
Built for operational questions
Ask across MES, ERP, quality logs, maintenance records and supplier contracts in one place.
The problem
Manufacturing runs on data that never sits in one place
A single question about output, scrap or supplier performance usually spans an MES, an ERP, a quality system and a folder of documents. Getting the answer means finding someone who can write the query, then waiting. By the time the report lands, the shift is over.
The people closest to the problem, supervisors, quality engineers and planners, are the ones furthest from the data.
Production and quality data live in separate systems
Output, downtime reasons and defect codes rarely join up without manual work.
Supplier terms and specs sit in unindexed documents
Contracts, certificates of analysis and drawings are not searchable alongside your tables.
Cross-plant comparisons need an analyst
Every like-for-like view of two lines or two sites starts as a new request.
Reporting is weekly, decisions are hourly
The cadence of your reports does not match the cadence of your production.
Cloud AI is off the table
Process parameters, yields and supplier pricing cannot be sent to a third-party model.
What teams ask
Plain-language questions, answered from your own systems
Instead of filing a request, your team types the question. Oriona routes it to the right data, runs the retrieval, and returns an answer with the tables and documents it used.
Production
Which lines missed takt time last shift, and what reasons were logged?
Quality
Show scrap rate by defect code for the last eight weeks on Line 3.
Supply chain
Which suppliers slipped on lead time this quarter, and what do their contracts say about it?
Maintenance
Which assets had repeat unplanned downtime in the last 90 days?
Planning
What is forecast versus actual output by plant this month, and what drove the gap?
Finance & operations
What is our cost per unit by plant, and how has it moved since January?
Example questions are illustrative. What Oriona can answer depends on the systems you connect during setup.
How it works
What Oriona brings to a manufacturing stack
The same capabilities that run inside regulated enterprises, pointed at the systems that run your plants.
Secure indexing in place
Oriona indexes your databases, documents and operational systems inside your own infrastructure.
Retrieval with citations
Answers point back to the tables, records and documents they came from, so they can be checked.
Function-specific agents
Separate agents for production, quality, supply chain and finance, each scoped to the data that team needs.
Access by plant and role
Granular permissions decide who can reach which systems, down to the individual role.
Scheduled reports
Recurring shift, weekly and monthly reports generated and delivered without an analyst in the loop.
Routing that controls cost
Requests are routed to the smallest capable model, which keeps spend flat as usage grows across sites.
Security
Your process data never leaves your infrastructure
Manufacturers do not get to hand process parameters, yields and supplier pricing to a third party. Oriona is deployed on your own hardware and indexes your systems where they already sit.
Self-hosted deployment
Runs on your infrastructure, on-premise or in your own private cloud.
Single sign-on
Connects to your existing identity provider, one click per user.
Two-factor enforcement
Require 2FA across all logins, or only for specific roles.
Granular permissions
Assign, change or revoke agent and data access in seconds.
Getting started
How a rollout works
Three stages, run with your IT and data teams. No rip and replace of the systems you already depend on.
01
Connect
Oriona is deployed inside your network and indexes the systems you nominate: MES, ERP, quality, maintenance and your document stores.
02
Configure
We define the agents each team needs, then set permissions per plant, function and role, with SSO and 2FA wired to your identity provider.
03
Roll out
Teams start asking questions in plain language. Recurring reports and dashboards take over the requests that used to queue up with your data team.
Proof
Rishi, Head of IT, Mouawad
Mouawad, a global luxury jewellery house, deployed Oriona inside their own infrastructure because cloud AI was off the table for their client and product data. Oriona indexed their databases, documents and operational systems, with SSO, 2FA and granular role-based access, and now answers questions across every market.
Read the full case study