INTELLIGENCE & PEOPLE

AI Assistant

Ask your factory questions in plain language and get actionable outputs. Related modules: Analytics and Documents.

AI Manufacturing Assistant

Query KPIs, review trends, and trigger workflow actions from one interface.

bulk-os://assistant/conversations

User

What was our OEE last week?

Querying OEE data...

Last week's OEE was 82.4%, up from 78.1% the previous week.

OEE Trend

W-4W-1

User

Which asset had the most downtime?

CNC-03 had 12.4h of unplanned downtime. Top reasons:

  • Material shortage4.2h
  • Tooling change3.8h
  • Breakdown2.1h

Built for real operations

Purpose-Built Workflows

Capabilities designed for manufacturing operations.

Real-Time Signals

Surface critical updates as work happens.

Structured Governance

Maintain auditability, ownership, and history.

Cross-Module Hand-offs

Data flows between production, quality, and safety.

Role-Based Experience

Operators, supervisors, and managers stay aligned.

Scalable Architecture

Support multi-site operations on one platform.

Keep exploring

Inbound Automation (OCR + Document-to-Execution Pipeline)

Explore inbound automation (ocr + document-to-execution pipeline) workflows and decision context.

Learn more →

People & HR

Continue with people & hr to deepen your rollout plan.

Learn more →

Platform Overview

Browse all 17 modules and how they connect.

Learn more →

Production ROI Calculator

Estimate savings and payback from digital execution.

Learn more →

Frequently asked questions

What does the AI Assistant module cover? +

It provides focused workflows, visibility, and control for this domain while sharing data across the full platform.

Can this module run independently? +

Yes. You can start with one module and progressively connect additional modules as needs evolve.

How is user adoption managed? +

Role-based access, simple UI patterns, and clear task ownership make adoption practical for frontline teams.

Does this module support integration and reporting? +

Yes. Module data can be surfaced in dashboards, exports, and connected systems through standard integration flows.

See how this works in your operation

Book a product walkthrough or estimate your impact in minutes.

Live dashboards
Operator tablet
Quality workflows
Templates included
Email pre-filled on next step Takes under a minute