What SCW.AI does

SCW.AI (legal entity: Supply Chain Wizard LLC) is a cloud-based digital factory platform provider focused on pharmaceutical and broader manufacturing customers. The platform is organized around four solution categories — Monitoring (OEE Tracker, Labor Tracker, Asset Tracker), Execution (Action Tracker, Digital Forms), Compliance (GMP-compliant Digital Logbook), and Planning (AI Scheduler) — augmented by an AI Hub (predictive maintenance, generative AI for training content, computer vision for quality) and an IoT Hub (sensors, RFID, Bluetooth, WiFi, Modbus PLC integration). The company integrates with ERP, MES, and LIMS systems to provide end-to-end shop-floor digitalization, with claimed customer outcomes including up to 85% reduction in data entry time, 40% reduction in changeover time, and 30% reduction in unplanned downtime.

The company was founded by Evren Ozkaya, Ph.D., a former Sandoz (Novartis) supply chain transformation leader and McKinsey consultant, and is headquartered in Atlanta with additional offices in Berlin and Izmir. SCW.AI is privately held and founder-controlled, with no recorded venture capital or private equity funding disclosed in the source material, and it carries ISO 9001 and ISO/IEC 27001 certifications awarded in December 2022. Headcount sits at 51–100 employees, and the customer base includes marquee pharmaceutical manufacturers (Novo Nordisk, Mallinckrodt, Lannett, Menarini, Hikma, Kenvue, Cipla) and adjacent industrial customers (Kordsa, Axon, BP, Titan), alongside CDMOs such as Simtra BioPharma Solutions.

Revenue is generated through a quote-based enterprise SaaS subscription model, with modular pricing that lets customers subscribe to individual products (OEE Tracker, AI Scheduler, Digital Logbook, etc.) without upfront hardware investment. Distribution is exclusively direct enterprise field sales, supported by thought-leadership content marketing (SCW for Pharma podcast, blog, eBooks, ROI calculator) and active trade show participation in pharmaceutical and Pharma 4.0 events. The primary customer segment is pharmaceutical manufacturers facing low OEE (industry average 35–37%), heavy documentation burden, and regulatory pressure under cGMP, FDA, and ALCOA+ requirements.

Name

SCW.AI

Legal name

Supply Chain Wizard LLC

Website

https://scw.ai

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

11–50 employees

Short description

SCW.AI (Supply Chain Wizard LLC) provides a cloud-based Digital Factory Platform — OEE, Labor, Asset tracking, AI Scheduler, GMP-compliant Digital Logbook, and IoT/AI hubs — to pharmaceutical and industrial manufacturers globally, sold via direct enterprise SaaS subscriptions.

Ownership category

akta.pro rank

Product category

Manufacturing Execution Software

NAICS

Software Publishers (513210)

SIC

Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Industrial Automation Software (SCADA, HMI, MES, Historian) (IMAHAHAJ)

Keywords

• Manufacturing execution software
• Digital factory platform
• OEE tracking software
• Pharma 4.0 solutions
• GMP compliance software

Headquarters

HQ city

Atlanta

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. SaaS Subscription: Cloud-based subscription model for Digital Factory Platform access. Pay-as-you-go mentality with no requirement for hardware investment, data centers, or IT infrastructure. Customers subscribe to specific modules (OEE Tracker, Labor Tracker, Scheduler, etc.) and scale up as needed.

Pricing tiers

Go-to-market motion2 records

Distribution channels1 record

Marketing channels10 records

Core offering

SCW.AI sells a cloud-based Digital Factory Platform that delivers end-to-end manufacturing digitalization for pharmaceutical and discrete manufacturers. The platform consists of modular solutions — OEE Tracker, Labor Tracker, Asset Tracker, AI Scheduler, Digital Logbook, Action Tracker, and Digital Forms — supported by an AI Hub and IoT Hub, sold as a SaaS subscription that requires no hardware investment and integrates with existing ERP/MES/LIMS systems.

Product overview

SCW.AI offers a cloud-based Digital Factory Platform—a unified platform-plus-modules architecture that provides end-to-end manufacturing digitalization. The core platform is organized into four solution categories (Monitoring, Execution, Compliance, Planning) plus two specialized hubs (AI Hub, IoT Hub). The Monitoring suite includes OEE Tracker, Labor Tracker, and Asset Tracker. Execution is handled by Action Tracker and Digital Forms. Compliance is addressed through the GMP-compliant Digital Logbook. Planning is served by the AI-powered Scheduler. The AI Hub provides AI-driven automation for predictive maintenance, scheduling optimization, and generative AI capabilities. The IoT Hub enables automated shop-floor data collection via sensors and connected devices. All modules share a unified data architecture and can integrate with ERP/MES/LIMS systems for cohesive workflows.

Differentiator

Problem solved

Functional benefit

Products and services

• Digital Factory Platform Next-generation cloud-based end-to-end digital factory platform for self-driving supply chain, bundling Monitoring (OEE, Labor, Asset trackers), Execution (Action Tracker, Digital Forms), Compliance (Digital Logbook), Planning (AI Scheduler), and the AI/IoT Hubs into a unified subscription. Targets enterprise pharmaceutical and discrete manufacturers seeking transformational Year-1 outcomes.
• OEE Tracker Real-time Overall Equipment Effectiveness (OEE) monitoring and analytics module for manufacturing lines, with waterfall analysis, global/site/line/station dashboards, and changeover reports. Designed for plant managers, continuous improvement teams, and operations leadership at pharmaceutical and discrete manufacturers.
• Labor Tracker Real-time labor monitoring and utilization tracking module with skill matrix, weekly hours reporting, and check-in visualization on factory floor plans. Enables optimal labor scheduling, line balancing, and tailored training for manufacturing supervisors and plant managers.
• Asset Tracker Digital real-time tracking module for shop-floor equipment and assets, monitoring status, maintenance activities, and integrating with production tracking for comprehensive operational visibility. Targeted at maintenance and reliability teams in manufacturing facilities.
• AI Scheduler AI-powered production scheduling optimization that automates job shop scheduling for scenarios including JIT delivery, changeover minimization, OTIF maximization, and cost minimization. Optimizes production line and staff schedules; targets production planners and operations managers in manufacturing enterprises.
• Digital Logbook GMP-compliant digital documentation solution for pharmaceutical manufacturers that replaces paper-based room logs with a smart digital interface, including automatic calculations, conditional workflows, IoT device integration, and ERP/MES/LIMS integration. Reduces data entry time by up to 85% while ensuring ALCOA+ data integrity. Built for pharma QA, regulatory affairs, and shop-floor operators.
• Digital Forms Custom form design platform for digitally collecting shop-floor data, replacing paper-based SOPs with digital checklists, integrated documents, images, and instructional videos. Enables standardization of operational procedures on the shop floor.
• Action Tracker AI-enhanced issue and action management solution for shop floor problem identification and resolution, replacing paper-based SQCDP meetings with digital task assignment, deadline tracking, and real-time notifications. Integrates with ERP/MES systems for continuous improvement workflows.
• AI Hub Add-on module that instantly automates different shop-floor tasks using AI, including predictive maintenance, AI-driven scheduling, digital twins, generative AI for training material, and machine learning models for manufacturing optimization.
• IoT Hub Add-on module that automatically collects shop-floor data via advanced IoT technology — sensors, smart devices, RFID, Bluetooth, and WiFi — delivering machine, production, and labor data into the Digital Factory Platform.

Quantifiable outcome

• Production cost reduction up to 50%
• +5 more outcomes

Named customers7 records

Segments1 record

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability7 records

Feature9 records

Partnerships

Four partnerships are on record, tiered core, major and minor.

• Simtra BioPharma SolutionscoreStrategic or Co-development Partner · 19 May 2026Co-innovation partnership to digitize manufacturing operations at Simtra's Bloomington facility. SCW.AI's Digital Factory solutions are being implemented to enhance operational visibility, OEE tracking, and production optimization for Simtra's pharmaceutical manufacturing operations.
• PharmaPhixxcoreImplementation/ SI/ Consulting Partner · 14 April 2026Strategic partnership integrating SCW.AI's Digital Factory Platform with PharmaPhixx's nationwide network of over 30 expert engineers. Provides pharmaceutical manufacturers with real-time visibility backed by rapid operational support. Enables faster deployment across multiple sites, real-time repair/maintenance service requests embedded in SCW.AI interface, and U.S.-based technicians available on-site within 48 hours.
• Asteria HealthmajorStrategic or Co-development Partner · 1 August 2025Partnership to launch a data-driven 503B manufacturing facility in Birmingham, Alabama. SCW.AI provides digital factory technology and expertise to support the new facility's operational excellence and compliance requirements.
• Medicines for EuropeminorStrategic or Co-development PartnerCollaborative content partnership producing joint article on 'Securing Europe's Medicine Supply: Can Factory Modernization Deliver Supply Resilience Under the Critical Medicines Act?' addressing EU pharmaceutical supply chain challenges.

Scale indicators10 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Siemens Opcenter (Siemens Digital Industries): Siemens Opcenter / SIMATIC IT is a long-established MES suite within Siemens Xcelerator portfolio. Comparable as the incumbent alternative for buyers evaluating SCW.AI, though typically bundled with broader Siemens automation stacks rather than deployed as a standalone cloud SaaS.
• AVEVA: AVEVA offers a broad industrial software portfolio including MES, historian, and unified supply chain modules used by large manufacturers. Comparable as a broader incumbent alternative to SCW.AI's MES-adjacent stack, particularly in process manufacturing.

Direct peers

• Sight Machine: Sight Machine is a manufacturing analytics platform that turns plant-floor data into real-time production analytics and OEE visibility. It is the closest direct peer to SCW.AI's factory-analytics positioning, with overlapping buyer personas (operations and continuous improvement leaders) and similar cloud-based data ingestion model.
• MachineMetrics: MachineMetrics provides real-time OEE, machine monitoring, and predictive analytics for discrete manufacturers via an IoT + SaaS stack. Directly comparable to SCW.AI's OEE Tracker and IoT Hub combination, especially in pharma-adjacent industrial verticals.
• Tulip Interfaces: Tulip offers a frontline operations platform combining connected operator apps, machine connectivity, and no-code app building for manufacturers. Highly comparable to SCW.AI's combination of Digital Forms, Action Tracker, and IoT Hub, with overlap in life-sciences customers.
• Critical Manufacturing: Critical Manufacturing provides a MES specifically designed for regulated industries including pharmaceuticals, semiconductors, and medical devices. The most direct regulated-MES competitor to SCW.AI's pharma compliance and planning stack.
• Bright Machines: Bright Machines delivers software-defined manufacturing and AI-driven factory analytics, combining MES-like functionality with intelligent automation. Comparable in offering a software-led digital factory platform with analytics and orchestration capabilities.
• Litmus Automation: Litmus provides an industrial edge / unified namespace platform that connects factory assets and feeds OT data to enterprise AI/analytics applications. Comparable as the data-fabric layer underpinning SCW.AI's IoT Hub and broader manufacturing data platform.

Emerging players

• Poka: Poka is a connected-worker platform that digitizes SOPs, training, and frontline knowledge sharing in manufacturing. Closely comparable to SCW.AI's Digital Forms, Digital Logbook, and training-related capabilities in pharma and discrete manufacturing.
• Augury: Augury applies AI to machine health and process optimization for industrial equipment, predicting failures and yield issues. Adjacent to SCW.AI's predictive maintenance and AI Hub, though Augury focuses on asset-condition rather than full factory operations.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/SCWAI_
• Facebookfacebook.com/SCWAIbySupplyChainWizard
• LinkedInlinkedin.com/company/scw-ai-by-supply-chain-wizard
• Instagraminstagram.com/scw.ai

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about SCW.AI