Disrupt without Disruption
Disrupt without Disruption
Df-OSAI-NativeDigital FactoryOperating System
Your factory is generating intelligence.But it is still trapped in fragmented operations.
Df-OS AI-NativeDigital Factory Operating System
Operational Outcomes That Matter
Df-OS connects your frontline operations, legacy machines, and plant databases to drive measurable bottom-line OEE and quality metrics.
Reduction in Downtime Response
Faster breakdown detection and automatic routing of work orders to technicians.
OEE Improvement
Increased overall equipment effectiveness from automated downtime logging and micro-stop analysis.
Fewer Quality Escapes
Rigorous inline digital inspections, checklists, and automated deviation captures prevent quality leaks.
Faster Audit Readiness
Instantly compile structured historical permit, safety, and check records, replacing weeks of audit preparation.
Operator Productivity Gain
Connected work instructions, automated data entry, and real-time alerts allow teams to spend more time on value-added work.
Faster Changeover Times
Digital setup instructions, standardized procedures, and real-time operator guidance accelerate line transitions.
Fewer Safety & Compliance Deviations
Digital permits, safety checklists, and automated escalation workflows help prevent missed compliance requirements.
Digital Process Compliance
Ensure SOPs, inspections, and quality checks are consistently followed across every shift.
Reduction in Downtime Response
Faster breakdown detection and automatic routing of work orders to technicians.
OEE Improvement
Increased overall equipment effectiveness from automated downtime logging and micro-stop analysis.
Fewer Quality Escapes
Rigorous inline digital inspections, checklists, and automated deviation captures prevent quality leaks.
Faster Audit Readiness
Instantly compile structured historical permit, safety, and check records, replacing weeks of audit preparation.
Operator Productivity Gain
Connected work instructions, automated data entry, and real-time alerts allow teams to spend more time on value-added work.
Faster Changeover Times
Digital setup instructions, standardized procedures, and real-time operator guidance accelerate line transitions.
Fewer Safety & Compliance Deviations
Digital permits, safety checklists, and automated escalation workflows help prevent missed compliance requirements.
Digital Process Compliance
Ensure SOPs, inspections, and quality checks are consistently followed across every shift.
*Based on typical outcome ranges and customer benchmarks across connected manufacturing operations.
From Fragmented Operations to Connected Intelligence
Compare traditional shopfloor workflows with Df-OS process execution to see how connected operations eliminate latency and build factory memory.
Interactive Factory Operation Visualizer
Fragmented Factory Operations in Chaos
Hover over any node to inspect operational friction.
Traditional factories manage critical actions through disconnected papers, personal WhatsApp groups, and stagnant Excel sheets, leading to a fragmented operation database.
From Dashboards to Decisions
Df-OS compiles your operations, telemetry, and manual logs into a structured, connected history. Vish AI translates this factory metadata & memory into live, actionable decision intelligence.
Conversational Intelligence
Ask natural-language questions across production counts, maintenance work orders, and safety logs. Get immediate, contextualized answers.
Agentic AI Assistants
Deploy AI agents that run in the background, analyzing shift logs, identifying anomalies, routing alerts, and recommending preventive corrective actions.
Predictive Guidance
Prevent deviations before they trigger holds. Vish AI identifies repeating quality patterns and alerts operators to check machine settings early.
One Operating System Across the Factory
Df-OS replaces fragmented tools by connecting all departments under a unified process execution model.
Production
Production logbooks, plan vs actual, OEE, downtime, shift handover, batch tracking, changeover, line performance, output visibility, and daily production reviews.
Quality
Inspections, in-process checks, batch QC, release checks, deviations, CAPA, RCA, FMEA, SPC, supplier quality, traceability, and audit-ready documentation.
Maintenance
Breakdown reporting, preventive maintenance, condition monitoring, MTTR, MTBF, spares, machine health, technician workflows, and equipment reliability.
Safety / EHS
Hazards, incidents, near misses, work permits, HIRA, PPE checks, LOTO, fire safety, safety audits, corrective actions, and compliance workflows.
Utility / Energy / ESG
Energy, water, compressed air, boiler, chiller, HVAC, ETP, STP, consumption trends, sustainability metrics, ESG data, and resource optimization.
Warehouse & Supply Chain
GRN, inventory, FIFO, stock movement, dispatch, inward and outward material tracking, warehouse audits, material availability, and logistics coordination.
Procurement & Supplier
Supplier audits, vendor risk, PO approvals, supplier quality, QAV, documentation, compliance tracking, and supplier collaboration workflows.
HR / Workforce
Attendance, skill matrix, training, onboarding, shift allocation, certification tracking, workforce capability, and operator readiness.
Configured for Every Manufacturing Reality
With over 400+ pre-built manufacturing workflows, Df-OS adapts to your unique processes.
FMCG
High-speed production, frequent changeovers, SKU complexity, sanitation, quality checks, utility monitoring, and real-time line performance.
Consumer Durables & Electronics
Assembly operations, component traceability, brought-out parts quality, seasonal demand, supplier quality, and multi-factory visibility.
Food & Beverages
Batch consistency, hygiene workflows, CCP monitoring, cleaning validation, process parameters, compliance, and quality release readiness.
Automotive
Supplier quality, component traceability, PQCS, vendor audits, line performance, maintenance reliability, safety, and compliance discipline.
Pharmaceuticals
Batch control, documentation, deviation workflows, CAPA, audit trails, equipment readiness, quality checks, compliance, and process discipline.
Other Manufacturing
Chemicals, cement, heavy manufacturing, packaging, metals, textiles, plastics, industrial equipment, electrical equipment, medical devices, and other process or discrete manufacturing environments.
Why Manufacturers Choose Df-OS
Df-OS is built specifically for high-trust manufacturing operations. We help digital transformation leaders modernize their shop floors without disrupting the systems that are already working.
Manufacturing-First
Built for real factory conditions — shifts, machines, compliance, frontline users, and cross-functional operations.
Unified Operating Layer
Connects production, quality, maintenance, safety, utility, supply chain, workforce, and reviews in one database.
Configurable To Your Factory
Adapts to plant-specific workflows, approvals, rules, roles, and processes without writing code.
AI-Native by Design
Structures daily factory execution into operating memory that can power Vish AI-led decision intelligence.
Disrupt Without Disruption
Works with existing SAP/ERP, MES, QMS, PLC, and SCADA systems without requiring expensive replacements.
We layer over your existing ERPs, PLCs, and MES — integrating and capturing daily shopfloor variables to create structured data.
Frequently Asked Questions
Common questions about the Digital Factory Operating System category and integration paths.
Ready to Run Your Factory Like a Digital System?
Df-OS helps manufacturers move from fragmented operations to connected intelligence — creating the digital operating foundation for safer, faster, more resilient, and more intelligent manufacturing.
Join 25+ enterprise manufacturers already using Df-OS.