Industries
Built for the processes that carry real consequences
MouRio is not aimed at drafting marketing copy. It is aimed at the processes where being wrong costs money, breaches a regulation, or puts someone in a difficult conversation with a regulator.
Manufacturing
PLM intelligence, drawing extraction and standards analysis
Engineering knowledge is trapped in drawings, specifications and PLM systems that nobody can query. MouRio agents read them and answer questions based on them, and check designs against the standards they must satisfy.
Where it is used
- Answering engineering questions against Teamcenter and PLM records
- Extracting structured data from technical drawings and specifications
- Checking a design against applicable standards and flagging deviations
- Bill-of-materials verification across supplier documentation
Utilities
Member services, outage intelligence and field operations
Utilities run on exception handling — the outage that does not match the pattern, the work order whose risk is not obvious until a storm arrives. Agents triage those before they become incidents.
Where it is used
- Member service triage with policy-bounded resolution
- Storm-season work-order risk mining across historical records
- Outage intelligence correlating field reports with network data
- Field operations support grounded in current procedures
Retail & CPG
Order lifecycle intelligence from checkout to doorstep
An order that goes wrong touches six systems and three teams. Agents follow it across all of them, decide what the customer should be told, and escalate the cases where money is involved.
Where it is used
- Order-fulfilment routing and exception resolution
- Delivery exception triage with policy-bounded remediation
- Merchandising and inventory question answering
- Customer response drafting with approval gates on credits
Finance & BI
Natural-language answers over governed enterprise data
Analysts spend more time locating the right number than interpreting it. Agents answer in natural language over governed data, and every answer carries its lineage back to the source.
Where it is used
- Conversational BI over warehouse and reporting layers
- Variance detection and explanation against tolerance thresholds
- Reconciliation support with human approval on adjustments
- Management reporting drafted from governed sources
Banking & Insurance
Regulated processes where evidence is the product
In regulated financial processes, being right is not sufficient — you must be able to demonstrate why. Replayable lineage is what makes agentic automation viable here at all.
Where it is used
- Claims triage and underwriting support with full decision evidence
- KYC refresh and periodic review file preparation
- Regulatory reporting assembly with source citations
- Fraud and risk analysis with human approval on outcomes
Public Sector
Citizen services and case management with accountability
Public bodies carry a transparency obligation that most AI tooling cannot meet. Sovereign deployment and replayable records address both the data question and the accountability one.
Where it is used
- Case management triage and document processing
- Citizen service responses within published policy
- Records and correspondence handling with audit evidence
- Fully sovereign or air-gapped deployment where required
Shared Services
And the functions every enterprise runs
HR, IT service management, procurement, finance operations and legal support all share the same shape: high volume, policy-bound, and full of exceptions that currently reach a human. Agents built for one business unit are reusable across the others.
Bring us the process nobody wants to own.
The one with the exception queue, the spreadsheet nobody documents, and the person who is the only one who knows how it works. We will map it, show you where governed AI fits, and tell you honestly if it does not.