Knowledge Intelligence for Manufacturing & Industry

Document AI for Technical Manuals, BOMs, and Industrial Processes

AIDOCS connects technical files, structured data, SOPs, and operational know-how to deliver verifiable answers for production, quality, maintenance, and engineering.

Real Operational Challenges

When Documents, Data, and Expertise Are Disconnected

In industrial enterprises, knowledge is often fragmented across manuals, SOPs, ERPs, technical archives, and individual know-how. AIDOCS unifies these sources into a searchable, controlled, and audit-ready platform.

Scattered Documentation

Manuals, datasheets, instructions, and SOPs are scattered across folders, apps, and separate archives.

Outdated Document Versions

Staff risk relying on obsolete documents, local copies, or expired procedures.

Data Hard to Query

Bills of Materials, recipes, components, and technical relations remain locked in tables or systems accessible only to a few specialists.

Knowledge Concentrated in Individuals

Experience, operational exceptions, and decision criteria often depend on key figures who are hard to replace or train.

Slow and Unreliable Search

Finding the right answer takes time, manual verification, and cross-referencing across multiple sources.

Unmanaged Access Controls

Not all information should be available to everyone: roles, departments, and responsibilities require different access levels.

Industry Use Cases

One Platform for Technical Documentation, Data, and Manufacturing Workflows

AIDOCS links document knowledge and structured data to empower operational, engineering, and managerial decisions across the production lifecycle.

Technical Manuals & Product Documentation

Through parsing, chunking, and Blueprint creation, technical documents are converted into advanced structural indices. The DSRS-RAG engine queries sectioned text to provide precise responses with direct citations and clear source references, ensuring total transparency for engineering and shop floor staff.

Bills of Materials, Recipes & Components

By extracting entities and relationships from enterprise data, AIDOCS maps knowledge into a navigable graph (GraphRAG) connecting part codes, materials, percentages, and dependencies. Integrated with a rules engine (comparison, substitution, constraint, and compatibility rules), the platform enables automated structural comparisons and compliant proposal generation.

DSRS and GraphRAG pipeline for manuals and BOMs with AIDOCS

Standard Operating Procedures, Quality & Compliance

Organizing operating standards and compliance requirements via DSRS-RAG, AIDOCS normalizes quality manuals, SOPs, and troubleshooting guides. It validates safety constraints and role-based access for auditability and continuous process improvement.

Maintenance & Troubleshooting

Detecting anomalies directly from line PLCs and sensors, AIDOCS triggers automatic error code analysis. Via GraphRAG, it queries intervention histories and manuals to rank likely causes and present contextual troubleshooting solutions.

Industrial production and maintenance pipeline with AIDOCS

IoT Integration & Live Demo

Simulate a Real-Time Line Anomaly

AIDOCS is not just a document reader: it is an active engine connected to physical sensors and PLCs on production lines.

Select one of the sample alerts on the right panel: you will see how AIDOCS pipeline ingests the error, analyzes it via GraphRAG and DSRS-RAG, validates safety constraints, and instantly outputs the guided solution for the line operator.

SYSTEM STATUS: READY
AIDOCS PLC-Link v1.4

1. Select Test PLC Alarm:

2. AIDOCS Pipeline Execution:

1
PLC Signal
2
GraphRAG
3
DSRS-RAG
4
Rules Engine
5
Solution
Select an alarm above to view the resolution pipeline and operator sheet.

Document & Relational Knowledge

Documents, Technical Data, and Relations Queried in One Environment

AIDOCS utilizes distinct architectures tailored to knowledge types. Documents retain structural hierarchy and narrative context, while data, parts, and entities are connected through searchable relations.

DSRS-RAG

Understanding Technical Documentation

DSRS-RAG parses document structure, sections, tables, metadata, versions, and internal relations without reducing knowledge to isolated text chunks.

  • Technical manuals and operating instructions
  • Standard operating procedures and quality docs
  • Datasheets and product specification files
  • Versions, validity dates, and document context

GraphRAG

Data, Component & Relationship Analysis

GraphRAG links entities, part codes, materials, components, products, and dependencies, enabling cross-domain queries on industrial data.

  • Bills of Materials, recipes, and configurations
  • Components used across multiple products
  • Alternatives, dependencies, and compatibility

Sample Cross-Domain Query

“Show me the Bills of Materials containing component K829507, indicate the percentage used, and retrieve linked technical procedures.”

Governance & Security

Industrial Knowledge Remains Controlled, Segregated, and Audit-Ready

AIDOCS manages access levels, source files, versions, and rules according to your organizational structure, preventing unauthorized access across departments.

Hierarchical Access Control

Users, roles, departments, and groups define authorized documents, datasets, and AI features.

Versioning & Source Validity

The platform tracks document versions, validity dates, and active status, avoiding obsolete data usage.

On-Premise & Private Cloud

AIDOCS deploys On-Premise or in dedicated Private Cloud environments, ensuring total data control.

Source Auditability

Generated responses maintain direct citations to original source documents for human verification.

Rules & Blueprints

Application rules and domain structures guide retrieval, parsing, and response formatting.

Governed AI Models

LLMs can be selected based on use cases, infrastructure requirements, and corporate governance policies.

Industrial Process Integration

AIDOCS Connects Knowledge to Your Existing Enterprise Systems

The platform integrates documents, structured data, and operational repositories, making them queryable by AI agents, apps, and workflows.

ERP & Enterprise Software

Bills of Materials, master data, orders, part numbers, and shop floor data linked directly to document knowledge.

Databases & Structured Data

Tables, records, part codes, and relations queried via domain-governed AI models.

APIs & Business Applications

AIDOCS ingests data from business services and returns responses or structured data via dedicated APIs.

Document Repositories & Archives

Manuals, SOPs, datasheets, and quality records connected from multiple document management platforms.

Frequently Asked Questions

Questions About AIDOCS for Industry & Manufacturing

Answers to common inquiries regarding technical documentation, industrial data, system integrations, access control, and deployment.

Can AIDOCS query technical manuals and BOMs in the same workspace?

Yes. AIDOCS combines DSRS-RAG to parse technical document structures with GraphRAG to link Bills of Materials, components, part numbers, and relational data into unified AI queries.

Can AIDOCS integrate with ERPs, databases, and enterprise applications?

Yes. AIDOCS connects with databases, REST APIs, ERP/MES platforms, and document archives based on your infrastructure and security policies.

How is document validity and technical versioning managed?

AIDOCS tracks document versions, validity dates, source provenance, and authorization statuses to guarantee AI agents rely only on valid, up-to-date documentation.

Do all users have access to the same technical documents and data?

No. Access permissions are segregated by user role, department, and operational group, ensuring AI agents only retrieve authorized information.

Can AIDOCS be deployed within corporate IT infrastructure?

Yes. AIDOCS is deployable On-Premise or in Private Cloud, preserving complete organizational control over data, vector indices, and backend services.

Can AIDOCS be tailored to specific manufacturing processes?

Yes. Officina Tecnologica customizes AI agents, Blueprints, workflows, and interfaces dedicated to production, quality assurance, maintenance, R&D, and engineering.