SCIOTEX
SCIOTEX is a US-based engineering firm developing AI-driven machine vision systems, automated counting machines, and custom industrial automation solutions for manufacturers and research institutions across aerospace, pharmaceuticals, automotive, and electronics.
- Company typePrivate
- Founded1997
- HeadquartersNewtown Square, United States
- Headcount11–50
- GTM typeB2B
- OfferingHardware or Manufacturing
What SCIOTEX does
SCIOTEX, operated as Coleman Technologies, Inc. (DBA Sciotex), is a US-based engineering firm headquartered in Newtown Square, Pennsylvania, founded in 1997 to design and deploy AI-driven machine vision systems, automated counting machines, and custom industrial automation solutions for manufacturers and scientific research institutions. The company's hardware portfolio includes counting machines (PerfectCount for high-volume applications, LayerCount for stacked layers and sheets, ConveyorCount for inline counting, BenchCount for benchtop use, and the Ball Coleman Seed Counter) plus a March 2026-launched Benchtop Automated Inspection Systems line with vertical, horizontal, and surface-defect configurations. These systems are unified by a proprietary AI/ML inspection engine using deep learning algorithms that adapt to new conditions without manual reprogramming, supporting defect detection, dimensional verification, and pass/fail decisions at claimed 99.9%+ accuracy and 1,000+ parts/min throughput. Underlying engineering capabilities span LabVIEW programming, FPGA development, data acquisition, robotic and mechatronic integration, and scientific imaging, allowing Sciotex to deliver hardware-software co-designed solutions across automotive, aerospace, electronics, medical devices, pharmaceuticals, and consumer goods.
Revenue is generated primarily through custom engineering services sold on a project basis via a design-first phased approach (Design → Proof of Concept → System Build), supplemented by turnkey product sales ranging from approximately $10,000 for entry-level smart cameras to $500,000+ for fully integrated multi-measurement robotic work cells. Go-to-market combines enterprise direct sales for complex custom deployments with an inside sales / SDR-led motion targeting mid-market manufacturers and R&D labs, supported by an extensive content marketing and SEO footprint and published scientific work (Nature Methods, Optics InfoBase). Named customers include Fortune 500 firms such as Nvidia, Raytheon, Procter & Gamble, and Integra, alongside research institutions including Harvard, with the company claiming 100+ satisfied clients and 7-month average project ROI.
SCIOTEX operates with 11-50 employees, is privately held with no disclosed institutional funding rounds, and sells primarily to US-based clients with noted export restrictions on EU and non-US deployments. The March 2026 Benchtop Automated Inspection Systems launch represents a deliberate shift toward more productized, accessible offerings that can be adopted incrementally without major production-line modifications, expanding the addressable market beyond the historical Fortune 500 custom-engineering core.
SCIOTEX firmographics
Firmographics- Name
- SCIOTEX
- Legal name
- Coleman Technologies, Inc.
- Website
- https://sciotex.com
- Company type
- Private
- Founded year
- 1997
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- SCIOTEX is a US-based engineering firm developing AI-driven machine vision systems, automated counting machines, and custom industrial automation solutions for manufacturers and research institutions across aerospace, pharmaceuticals, automotive, and electronics.
- Ownership category
- akta.pro rank
SCIOTEX industry classification
Industry- Product category
- Industrial Machine Vision and Automated Inspection Systems
- NAICS
- Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (33451), Instrument Manufacturing for Measuring and Testing Electricity and Electrical Signals (334515), Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511)
- SIC
- Industrial Instruments For Measurement, Display, And Control (3823), Optical Instruments & Lenses (3827)
- akta.pro primary industry
- Industrial Vision & Quality Inspection (HDAAAEAG)
- akta.pro secondary industries
- Machine Vision & Optical Sensing (Cameras, 3D vision, LiDAR, illumination) (IMAGAFAB), Machine Vision & Inspection Lighting (Ring lights, bar lights, backlights, strobed illumination) (IMAGAIAG), Sensor Fusion, Interface ICs & Modules (AFE/Readout/Packaging/Calibration) (HDAHALAO)
Keywords
Where SCIOTEX is headquartered
LocationHeadquarters
- HQ city
- Newtown Square
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
SCIOTEX business model
Business model- GTM type
- B2B
- Offering type
- Hardware or Manufacturing
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- Custom Engineering Services & Systems Integration: Sciotex generates revenue primarily through custom engineering services including AI software development, industrial automation, scientific systems, and software development services. Projects follow a phased approach (Design → Proof of Concept → System Build), with revenue recognized per project milestone or fixed-price contract terms. Services include Factory Digital Transformation, Business Technology Services, and Industrial R&D Engineering Services. Revenue is project-based and relationship-driven, with clients ranging from initial consultation through full deployment and ongoing support.
- Product Sales (Benchtop & Full-Scale Inspection Systems): Sale of proprietary product families including Benchtop Automated Inspection Systems, counting machines (PerfectCount, LayerCount, ConveyorCount, BenchCount, Seed Counter), conveyor inspection systems, robotic inspection systems, and pallet inspection systems. Products are sold as turnkey systems with deployment, training, and support included. Pricing ranges from approximately $10,000 for entry-level systems to $500,000+ for integrated multi-measurement robotic work cells.
- LabVIEW & Technical Support Services: Ongoing technical support, code modernization, and maintenance services for aging LabVIEW applications. Revenue generated through consulting engagements, annual support contracts, and ad-hoc technical assistance. Addresses obsolescence management, security updates, and hardware modernization for legacy systems.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| One time/ perpetual license | Multi-year contract | Simple Smart Camera Systems: Entry-level vision inspection starting around $10,000 |
| One time/ perpetual license | Multi-year contract | Integrated Robotic Vision Work Cells: High-end multi-measurement systems exceeding $500,000 |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels7 records
SCIOTEX product offering
Product offeringCore offering
SCIOTEX (Coleman Technologies, Inc. DBA Sciotex) designs, manufactures, and integrates AI-driven machine vision systems, automated counting machines, and benchtop inspection platforms for manufacturers and scientific research institutions. The company also delivers custom engineering services spanning industrial automation, LabVIEW software development, data acquisition, FPGA systems, robotics integration, and factory digital transformation. Offerings are sold as turnkey hardware-software systems or as project-based engineering engagements following a phased Design to Proof of Concept to System Build approach.
Product overview
Sciotex (Coleman Technologies, Inc. DBA) is a U.S.-based technology and engineering firm founded in 1997, specializing in AI-driven machine vision systems and advanced engineering services for manufacturing and scientific institutions. The company delivers integrated hardware and software solutions combining imaging systems, controlled lighting, computing power, and AI inspection software. The product portfolio spans two main hardware categories: Counting Machines (PerfectCount for high-volume, LayerCount for stacked products, ConveyorCount for inline counting, BenchCount for benchtop applications, and Ball Coleman Seed Counter) and Benchtop Inspection Systems (vertical and horizontal inspection platforms plus surface defect detection). Supporting services include Industrial Automation, Scientific Systems, Software Development, Industrial R&D, Factory Digital Transformation, AI Systems Development, Vision Systems, Automated Inspection, Robotics, LabVIEW Programming, Data Acquisition, FPGA Systems, ATE Systems, and Process Control. The company also offers a new Benchtop Automated Inspection Systems product line launched in March 2026, providing compact desktop AI inspection platforms targeting R&D labs, pilot programs, and low-to-medium volume manufacturing environments.
Differentiator
Problem solved
Functional benefit
Products and services
- PerfectCount - High-Volume Counting Machine High-volume automated counting machine using AI-powered machine vision technology for accurate product counting in manufacturing operations, designed for industrial production environments.
- LayerCount - Layers and Sheets Counter Automated counting system that counts layers and sheets of stacked products, enabling accurate inventory control and production tracking for manufacturing operations.
- ConveyorCount - Conveyor-Based AI Counting Machine Conveyor-based AI counting machine integrated into production lines for continuous, automated part counting at high throughput in manufacturing environments.
- BenchCount - Benchtop Tabletop AI Counting Machine Compact benchtop tabletop AI counting machine for smaller-scale counting applications in lab, prototype, or low-volume production environments.
- Ball Coleman Seed Counter Specialized seed counter machine for agricultural applications, part of the counting machines product line.
- Benchtop Automated Inspection Systems Compact desktop platforms integrating imaging hardware, controlled lighting, computing power, and AI inspection software into a single self-contained unit, available in vertical and horizontal inspection configurations plus surface defect detection. Designed to make AI-powered machine vision inspection more accessible to R&D labs, pilot programs, and low-to-medium volume manufacturers across automotive, aerospace, electronics, medical devices, pharmaceuticals, and consumer goods.
- Conveyor Inspection System Automated conveyor-based vision inspection system for continuous inline quality inspection at production speeds in manufacturing environments.
- Robotic Inspection System Robotic vision inspection system designed for small high-tolerance parts, enabling automated quality verification in precision manufacturing.
- Pallet Inspection System Automated inspection system for palletized goods providing quality verification at the pallet level in warehousing and shipping operations.
- Industrial Automation Services Custom industrial automation solutions integrating mechanical, electrical, and software engineering for manufacturing clients, delivered as project-based engineering engagements.
- Scientific Imaging and Microscopy Systems Scientific imaging and microscopy system development delivered to research institutions as an R&D partnership for advanced imaging applications.
- Custom Software Development Services Custom software development for automatic test equipment, data acquisition, vision, AI, ML, and advanced algorithm development for industrial clients.
- Industrial R&D Engineering Services Research and development engineering services for industrial innovation, supporting digital transformation and advanced technology projects for manufacturers.
- Factory Digital Transformation Services End-to-end digital transformation services for manufacturing operations, applying automation, AI, and vision technology to improve operational performance.
- AI Systems Development Services Manufacturing AI and machine vision consulting and development services, including neural network design for vision inspection systems and AI strategy engagements.
- Automated Inspection System Design and Deployment Turnkey automated inspection system design, integration, and deployment for manufacturing quality assurance, including robotic and conveyor-based configurations.
- LabVIEW Programming Services LabVIEW development and consulting services for test, measurement, automation, and control applications, including ongoing support and code modernization for legacy applications.
- Data Acquisition Systems Custom data acquisition system design and implementation for industrial, scientific, and R&D environments requiring high-fidelity measurement, including high-resolution simultaneous-sampling ADCs and edge analytics.
- FPGA Software and Systems Services FPGA programming and systems development services for real-time control and high-speed processing in industrial and scientific applications.
- Process Control Systems Process control system development and integration for closed-loop monitoring and industrial process optimization in manufacturing environments.
Quantifiable outcome
- ROI achieved in 7 months (average for Sciotex projects)
- +4 more outcomes
Companies that use SCIOTEX
Customer profileNamed customers6 records
Segments2 records
Ideal customer profiles2 records
SCIOTEX technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability5 records
Feature5 records
SCIOTEX partnerships and signals
Strategic signalScale indicators5 records
Recent moves4 records
Expansion highlights4 records
SCIOTEX competitors and assessment
Company assessmentDirect peers
- Cognex Corporation: The largest pure-play machine vision company, offering industrial cameras, vision software, and AI-based inspection systems. Directly comparable to Sciotex across defect detection, dimensional verification, and counting/inspection use cases, though at vastly greater scale.
- ISRA VISION (Atlas Copco): Specializes in machine vision and surface inspection solutions for automotive, glass, packaging, and solar industries. Directly comparable for high-volume automated inspection in continuous production environments.
- Keyence Corporation: Global leader in industrial sensors, machine vision systems, and measurement instruments. Comparable product portfolio (vision systems, code readers, microscopy) and similar philosophy of selling proprietary integrated systems rather than commodity components.
- Basler AG: European manufacturer of industrial cameras and computer vision components used in factory automation and inspection. Comparable as a machine vision hardware + software supplier, though more component-focused than Sciotex's full turnkey systems.
- SICK AG: German manufacturer of industrial sensors and machine vision systems for factory automation, logistics, and process control. Highly comparable in serving automotive, electronics, and pharmaceutical manufacturers with vision-based quality inspection.
Emerging players
- MVTec Software: Independent vendor of machine vision software (HALCON, MERLIC) used in industrial inspection and quality control. Comparable on the AI/ML inspection engine layer, though positioned as a software vendor rather than integrated systems provider.
- Olympus / Evident (Industrial Microscopy): Provides industrial and scientific microscopy and imaging systems used in quality inspection and research laboratories. Comparable for the scientific imaging and microscopy portion of Sciotex's business.
Broad incumbents
- National Instruments (NI / Emerson): Long-standing provider of test, measurement, and DAQ systems (including LabVIEW) that Sciotex uses heavily. Overlapping customer base in test automation and DAQ; now part of Emerson's Test & Measurement business.
- Teledyne Technologies (Vision Solutions): Through Teledyne FLIR and other subsidiaries, offers imaging sensors, cameras, and machine vision systems for industrial and scientific applications. Comparable at the technology and customer level, though part of a much broader conglomerate.
Regional players
- Stemmer Imaging: European machine vision technology provider offering cameras, software, and integrated systems to industrial customers. Comparable in vision systems integration and component distribution, though primarily serving EMEA.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks7 records
Key highlights7 records
Customer concentration
SCIOTEX social profiles
Digital presenceSCIOTEX compliance and trust
Trust signalCompliance3 records
SCIOTEX financial estimates
Financial estimateRevenue estimate
Valuation estimate
SCIOTEX leadership team
Management profileNumber of profiles
SCIOTEX funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
SCIOTEX M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about SCIOTEX
What does SCIOTEX do?
SCIOTEX (Coleman Technologies, Inc. DBA Sciotex) designs, manufactures, and integrates AI-driven machine vision systems, automated counting machines, and benchtop inspection platforms for manufacturers and scientific research institutions. The company also delivers custom engineering services spanning industrial automation, LabVIEW software development, data acquisition, FPGA systems, robotics integration, and factory digital transformation. Offerings are sold as turnkey hardware-software systems or as project-based engineering engagements following a phased Design to Proof of Concept to System Build approach.
Is SCIOTEX a public or private company?
SCIOTEX is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was SCIOTEX founded?
SCIOTEX was founded in 1997. It employs 11 to 50 people.
Where is SCIOTEX based?
SCIOTEX is headquartered in Newtown Square, United States, in the North America region.
How does SCIOTEX make money?
Three revenue lines are on record. Custom Engineering Services & Systems Integration is the primary driver. The others are product Sales (Benchtop & Full-Scale Inspection Systems) and labVIEW & Technical Support Services.
Who are SCIOTEX's main competitors?
Direct peers on record are Cognex Corporation, ISRA VISION (Atlas Copco), Keyence Corporation, Basler AG and SICK AG. Emerging players are MVTec Software and Olympus / Evident (Industrial Microscopy). Broad incumbents are National Instruments (NI / Emerson) and Teledyne Technologies (Vision Solutions). Stemmer Imaging is listed as a regional player.
Does SCIOTEX have an API?
No public API is recorded for SCIOTEX.
What industry is SCIOTEX in?
SCIOTEX's product category is Industrial Machine Vision and Automated Inspection Systems. Its primary akta.pro industry code is HDAAAEAG, Industrial Vision & Quality Inspection, with a secondary code of IMAGAFAB, Machine Vision & Optical Sensing (Cameras, 3D vision, LiDAR, illumination). Its NAICS code is 33451 and its SIC code is 3823.