Manufacturing
AI agents for faster production.
Custom AI agents support maintenance, inspect product quality and accelerate engineering, helping your teams keep production moving toward saleable output.
- Equipment manuals and history
- Inspection images and standards
- Production and quality records
- Engineering requirements and code
WORKFLOWS TO TRANSFORM
Accelerate your core business.
Turn engineering, equipment and quality data into saleable products and dependable production.
Maintenance response
Unexpected breakdowns leave technicians chasing manuals, parts and work-order context across systems.
AI agents interpret fault descriptions against asset manuals and maintenance history, guide troubleshooting and prepare maintenance actions for qualified technicians.
THE VALUEKeep production moving with fewer maintenance bottlenecks.
Visual quality inspection
Manual inspection struggles to spot subtle defects consistently across changing products and production.
AI evaluates inspection images against approved references; agents record suspected defects, connect production context and route exceptions for qualified review.
THE VALUESupport saleable output through more consistent inspection.
Engineering change delivery
Engineering backlogs grow when requirements, automation code and testing require repeated manual handoffs.
AI agents convert approved project requirements into automation code and configuration, generate checks and present changes for engineering review.
THE VALUEBring product changes into production with less delay.
MEASURE THE OPERATING CHANGE
- Maintenance response time
- Inspection review turnaround
- Engineering change turnaround
Illustrative AI opportunities. Success measured against your baseline.
IMPLEMENTATION & TRANSFORMATION
From bottleneck to working agents.
Elygent redesigns maintenance, quality and engineering workflows, connects production context and deploys agents with the teams who own the work.
Simplify the workflow
Connect the foundation
Deploy and enable
Operate and improve
Implementation details and decision owners
Equipment issues, missed defects and engineering delays interrupt saleable production. Agents use factory knowledge and inspection evidence to move reviewed work through the production process.
Custom AI agents, team enablement and accelerated delivery turn a redesigned workflow into a working service. The implementation is tested against your systems, controls and acceptance standard.
- Where we start
- Your core data, existing systems and a valuable operating bottleneck.
- What we implement
- An implemented agent workflow, enabled people and measured operating outcomes.
The foundation for execution
- Equipment manuals and history
- Qualify ownership, permitted access, quality and business context before connecting.
- Inspection images and standards
- Qualify ownership, permitted access, quality and business context before connecting.
- Production and quality records
- Qualify ownership, permitted access, quality and business context before connecting.
- Engineering requirements and code
- Qualify ownership, permitted access, quality and business context before connecting.
Agreed measures
Measurement definitions to agree and baseline per engagement; no achieved performance is claimed.
- Maintenance response time · Time
- Elapsed time between the agreed start and accepted completion of the workflow. Compare with the baseline while preserving quality and required review.
- Inspection review turnaround · Time
- Elapsed time between the agreed start and accepted completion of the workflow. Compare with the baseline while preserving quality and required review.
- Engineering change turnaround · Time
- Elapsed time between the agreed start and accepted completion of the workflow. Compare with the baseline while preserving quality and required review.
People retain the decisions
- Maintenance response
- Reviewed repair plans with less diagnostic preparation. Qualified personnel approve repairs and equipment actions.
Grounded language reasoning over fault descriptions, attached asset manuals and available maintenance history. Depends on attached documents and available history; recommendations require qualified technician validation.
- Visual quality inspection
- Inspection results and routed exceptions supporting reviewed product release. Quality owners approve disposition and product release.
Computer vision evaluates visual anomalies; the agent manages the exception workflow. Product-specific imaging and acceptance tests; visual checks do not certify hidden defects or replace release authority.
- Engineering change delivery
- Checked engineering changes ready for faster implementation. Engineers approve deployment and commissioning.
Language-model code generation grounded in project structures, plus automated test generation. Customer proof-of-concept evidence; engineers remain responsible for validation, optimization and deployment.
- Simplify the workflow
- Find the bottleneck. Remove waste and agree the baseline. Current work, policies and baseline. A simpler workflow with agreed success measures. Process owner and Elygent team.
- Connect the foundation
- Make your data, knowledge and systems usable by agents. Approved data, knowledge and system access. Trusted context and qualified system connections. Data owners and implementation engineers.
- Deploy and enable
- Build agents, test exceptions and train the people using them. Test cases, review paths and working methods. A validated agent workflow and an enabled team. Elygent engineers and your team.
- Operate and improve
- Measure completed work, improve throughput and expand what works. Accepted outputs, turnaround and exceptions. A measured operating service with approved improvements. Service owner and Elygent team.
Elygent OS supports connected knowledge and approved learning behind the workflow.
Do we need to replace our systems?
Start with your existing workflow and qualify the connections. Data and context are prepared around it; system access and supported actions are agreed before deployment.
How do we know the work improved?
Baseline turnaround, completed work and review effort. Test the new workflow, measure accepted output in operation and expand only after the result is validated.
Research behind these use cases
FROM OPPORTUNITY TO OPERATION
Find your highest-value workflow.
Bring your manufacturing workflow. We’ll map the bottleneck, outcome and implementation.