Virtual employees that handle the boring but essential work — BOM validation, quality investigations, supply chain analysis, compliance documentation. Connected to your existing systems via MCP. No platform migration required.
Think of AI agents as digital employees with specific skills. Each one has access to your systems, understands your processes, and works 24/7 with relentless attention to detail. They handle the repetitive operational work that eats your team's time — freeing your best people for the judgment calls and innovation that actually grow your business.
Each agent specialises in a domain. They work together, share context, and escalate to humans when needed. Here are some of the agents we build:
Analyses defect data, identifies root causes, generates engineering reports with trend analysis and recommended actions.
Monitors suppliers, predicts shortages using ML, generates risk reports, and suggests alternative components.
Automated pre-production checklists, gate reviews, validates everything's in place before the line starts.
Validates BOMs against approved vendor lists, checks lifecycle status, flags obsolete parts, suggests alternatives.
Parses design rule reports, identifies manufacturability issues, enriches findings with component data.
Monitors document health, validates naming conventions, maintains version control, routes for approval.
Generates step-by-step work instructions from specs, product data, and SOPs. Multiple station types.
Routes requests to specialist agents, manages workflows, ensures nothing falls through the cracks.
MCP integration means agents work with your existing ERP, MES, PLM, and databases. No expensive platform migrations. No rip-and-replace.
Not a one-size-fits-all platform. Each agent is designed for YOUR specific workflows, YOUR data, YOUR processes. Start with one, scale to a team.
Fixed monthly subscription. No surprise bills, no metered API tokens you can't control. You know the cost before you start.
Monitor suppliers, flag risks, predict shortages with ML models, optimise inventory levels.
Automated checklists, gate reviews, go/no-go decisions before production starts.
Cross-check BOMs against approved vendors, flag lifecycle issues, suggest alternatives.
Real-time monitoring of quality, process, and equipment. Catch drift before defects.
Generate visual, step-by-step guides from specs and SOPs. Multiple station formats.
Create, update, version control. Automatic routing for review and approval.
IQ/OQ/PQ documentation, compliance tracking, audit trail maintenance.
Consistent risk assessments, automatic RPN calculations, action tracking.
Generate audit-ready packages in hours, not weeks. Continuous compliance, not scrambles.
We know manufacturing data is sensitive. Proprietary processes, supplier pricing, customer IP. Here's how we handle it:
Agents only see what you explicitly connect. No bulk data uploads. Role-based permissions like any employee.
Enterprise API agreements prevent AI providers from training on your inputs. Your IP stays yours.
Every query and response logged. Know exactly what your agents accessed and when.
For highly sensitive data, agents can run locally. Nothing leaves your network.
Most manufacturers aren't — yet. You can't jump from Excel to AI agents. There's a journey. We help you build the foundation first. Every step creates value, and when you're ready, your agents will have the data they need to be brilliant.
We meet you where you are. Each level creates value and builds toward the next.
Most agents deploy within 4-8 weeks. You see value from week one.
Book a discovery call to explore how AI agents could handle your most tedious operational work. No pressure, no pitch — just a conversation about what's possible.