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Real-Time Machine Monitoring Software & AI Production Intelligence

FAQs

Frequently Asked Questions

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Haitian Mexico backs its injection molding machines with local support, and the SensFlo team is available at info@sensflo.ai or +1 (415) 622-5692. You can also book a demo to see SensFlo running on Haitian machines.

Partnerships

No, not unless your setup requires it. Installing SensFlo on a Haitian machine follows three steps, connect, calibrate and go, and averages under one hour per machine over a secure local network or Wi-Fi connection.

Haitian

SensFlo on Haitian machines starts from $100 USD per machine per month, and customers see an average ROI of 6 months from less downtime and greater efficiency. Compare Lite, Pro and Premier on the pricing page, or estimate your return with the ROAI calculator.

Price

Lite covers real-time visibility and AI alerts for a single facility getting started. Pro adds downtime tracking and operator workflows. Premier adds MES and ERP integration and is built for multi-site enterprise deployments.

Manufacturing Sectors

Yes. Many facilities run mixed operations, such as metal stamping feeding into plastics assembly. SensFlo deploys per machine, so a single account can combine sensor packages from more than one sector.

Manufacturing Sectors

No. Each sector page lists the equipment and process signals SensFlo typically monitors for that sector, so you can confirm fit before a call. A SensFlo team member can also help map your specific machines during a free consultation.

Manufacturing Sectors

Industry pages are organized by who you serve, such as aerospace, medical, or automotive. Manufacturing sector pages are organized by how you produce, such as metalworking, plastics, or textiles. An aerospace supplier and an automotive supplier can both be metalworking shops and get the same sector-specific monitoring guidance.

Manufacturing Sectors

Initial sensor installation typically completes within 3 to 5 weeks for a standard heavy fabrication or machining facility. Full data integration and AI-driven insights are operational within 60 to 90 days.

Energy & Industrials

SensFlo uses retrofit sensors that attach to existing large-format CNC machines, welding cells, heat-treat furnaces, and fabrication equipment. No equipment replacement is required.

Energy & Industrials

Yes. SensFlo is designed to work with both modern and older large-format machining centers, welding cells, and heat-treat furnaces. Sensors monitor process variables independently of machine control systems.

Energy & Industrials

Most facilities see measurable scrap and rework reduction on high-value fabrications within the first 90 days. Full ROI, including downtime reduction and energy savings, typically occurs within 12 to 18 months depending on facility size and baseline operational maturity.

Energy & Industrials

SensFlo is designed to deploy within your existing network security architecture, with encrypted data transmission and storage and configurable, role-based access. Data stays inside your facility environment unless you explicitly authorize otherwise. Confirm scoping against your specific NERC CIP or IEC 62443 obligations with your compliance team.

Energy & Industrials

SensFlo continuously logs weld, heat-treat, and machining process parameters, timestamped and tied to the equipment and part. Quality teams typically use this data as supporting evidence for ASME code and API monogram documentation, alongside their existing quality management system.

Energy & Industrials

No. SensFlo complements existing MES and ERP systems by providing real-time operational visibility and anomaly detection. It does not handle production scheduling, order management, or formal quality documentation.

Energy & Industrials

Implementation requires coordination with production, quality, and maintenance teams. SensFlo provides on-site training and support during installation. No specialized data science or IT resources are required for day-to-day operation.

Energy & Industrials

Pricing is based on machine count, monitored variables, and facility scope. The model is designed to align costs with operational value.

Energy & Industrials

Initial sensor installation typically completes within 2 to 4 weeks for a standard stamping or assembly facility. Full data integration and AI-driven insights are operational within 60 to 75 days.

Automotive

SensFlo uses retrofit sensors that attach to existing presses, weld cells, die casting machines, paint booths, and assembly conveyors. No equipment replacement is required.

Automotive

Yes. SensFlo is designed to work with both modern and older stamping presses, welding cells, and paint lines. Sensors monitor process variables independently of machine control systems.

Automotive

Most facilities see measurable scrap and rework reduction within the first 90 days. Full ROI, including downtime reduction and throughput gains, typically occurs within 12 to 18 months depending on facility size and baseline operational maturity.

Automotive

SensFlo is designed to deploy within your existing network security architecture, with encrypted data transmission and storage and configurable, role-based access. Data stays inside your facility environment unless you explicitly authorize otherwise. SensFlo does not itself hold a TISAX label — we recommend involving your TISAX assessor or ISMS lead early to confirm scoping.

Automotive

SensFlo continuously logs press, weld, paint, and die casting process parameters, timestamped and tied to the equipment and run. Quality teams typically use this data as supporting objective evidence during IATF 16949 audits and PPAP submissions.

Automotive

No. SensFlo complements existing MES and ERP systems by providing real-time operational visibility and anomaly detection. It does not handle production scheduling, order management, or formal quality documentation.

Automotive

Implementation requires coordination with production, quality, and maintenance teams. SensFlo provides on-site training and support during installation. No specialized data science or IT resources are required for day-to-day operation.

Automotive

Pricing is based on machine and line count, monitored variables, and facility scope. The model is designed to align costs with operational value.

Automotive

Initial sensor installation typically completes within 3 to 4 weeks for a standard processing facility. Full data integration and AI-driven insights are operational within 60 to 90 days.

Food & Beverage

SensFlo uses food-grade sensors that monitor temperature, humidity, moisture, and pH across processing and storage environments. Installation does not require equipment replacement.

Food & Beverage

All data is encrypted in transit and at rest. SensFlo operates within your facility network security framework. Access controls are role-based and configurable. Data does not leave your operational environment unless explicitly authorized.

Food & Beverage

Most facilities see measurable product loss reduction and compliance improvement within the first 90 days. Full ROI, including energy savings and throughput gains, typically occurs within 12 to 18 months, depending on facility scope and baseline performance.

Food & Beverage

For facilities handling foods on the FDA's Food Traceability List, SensFlo's timestamped, lot-linked process data can support the Key Data Element recordkeeping the rule requires. The compliance date was extended to July 20, 2028, giving covered facilities time to build traceability systems around their existing operations.

Food & Beverage

SensFlo can collect equipment, process, alert, and event data related to procedures established by the facility. The facility determines its hazards, preventive controls, critical control points, critical limits, monitoring frequency, corrective actions, verification requirements, and approved instruments. SensFlo helps organize relevant production data for faster review and response.

Food & Beverage

No. SensFlo complements existing MES and quality management systems by providing real-time environmental visibility and anomaly detection. It does not replace batch tracking, recipe management, or regulatory documentation systems.

Food & Beverage

Implementation requires coordination with production, quality, and maintenance teams. SensFlo provides onsite training and deployment support. No specialized IT or data science resources are required for ongoing operation.

Food & Beverage

Pricing is based on monitoring points, facility scope, and operational complexity. The model aligns costs with compliance protection and operational value.

Food & Beverage

Initial sensor installation typically completes within 2 to 4 weeks for a standard packaging facility. Full data integration and AI-driven insights are operational within 60 to 75 days.

Consumer Goods

SensFlo uses retrofit sensors that attach to existing filling, capping, labeling, cartoning, and palletizing equipment. No equipment replacement is required.

Consumer Goods

Yes. SensFlo is designed to work with both modern and older filling, capping, labeling, and packaging equipment. Sensors monitor process variables independently of machine control systems.

Consumer Goods

All data is encrypted in transit and at rest. SensFlo operates within your facility network security framework. Access controls are role-based and configurable. Data does not leave your operational environment unless explicitly authorized.

Consumer Goods

Most facilities see measurable reductions in giveaway and faster changeovers within the first 90 days. Full ROI, including throughput gains and defect reduction, typically occurs within 12 to 18 months depending on facility size and baseline operational maturity.

Consumer Goods

SensFlo continuously logs fill, seal, and environmental process parameters, timestamped and tied to the equipment and batch. Quality and regulatory teams typically use this data as supporting evidence for MoCRA-related recordkeeping and ISO 22716-aligned GMP documentation, alongside their existing quality system.

Consumer Goods

No. SensFlo complements existing MES and ERP systems by providing real-time operational visibility and anomaly detection. It does not handle production scheduling, order management, or formal quality documentation.

Consumer Goods

Implementation requires coordination with production, quality, and packaging teams. SensFlo provides on-site training and support during installation. No specialized data science or IT resources are required for day-to-day operation.

Consumer Goods

Pricing is based on line count, monitored variables, and facility scope. The model is designed to align costs with operational value.

Consumer Goods

Initial sensor installation typically completes within 3 to 5 weeks for a standard device manufacturing facility, allowing time for coordination with quality and validation teams on scope. Full data integration and AI-driven insights are operational within 60 to 90 days.

Medical

SensFlo uses sensors suited for controlled environments that monitor temperature, humidity, particle count, and process parameters across molding, assembly, and sterilization equipment. Installation does not require equipment replacement.

Medical

All data is encrypted in transit and at rest. SensFlo operates within your facility network security framework. Access controls are role-based and configurable. Data does not leave your operational environment unless explicitly authorized.

Medical

Most facilities see measurable reductions in batch loss and environmental excursions within the first 90 days. Full ROI, including energy savings and throughput gains, typically occurs within 12 to 18 months, depending on facility scope and baseline performance.

Medical

SensFlo sensors are retrofit and monitor process variables independently of machine control systems. Most customers coordinate with their validation team on IQ/OQ documentation as part of installation; SensFlo does not alter machine parameters or control logic, which typically simplifies that assessment.

Medical

SensFlo continuously logs cleanroom environmental conditions, sterilization parameters, and molding process data, timestamped and tied to equipment. Quality teams typically use this data as supporting objective evidence within their existing QMSR/ISO 13485-aligned quality management system, not as a replacement for it.

Medical

No. SensFlo complements existing quality management and MES systems by providing real-time environmental and process visibility. It does not replace batch record management, DHR assembly, or formal regulatory documentation systems.

Medical

Implementation requires coordination with production, quality, and validation teams. SensFlo provides onsite training and deployment support. No specialized IT or data science resources are required for ongoing operation.

Medical

Pricing is based on monitoring points, facility scope, and operational complexity. The model aligns costs with compliance protection and operational value.

Medical

Initial sensor installation typically completes within 3 to 5 weeks for a standard machining or composites facility, allowing time for coordination with quality and program management on scope. Full data integration and AI-driven insights are operational within 60 to 90 days.

Aerospace & Defense

SensFlo uses retrofit sensors that attach to existing CNC machines, EDM, grinding equipment, welding cells, autoclaves, and heat-treat furnaces. No equipment replacement is required.

Aerospace & Defense

Yes. SensFlo is designed to work with both modern 5-axis CNC systems and older machining centers, as well as composite layup and cure equipment. Sensors monitor process variables independently of machine control systems.

Aerospace & Defense

Most facilities see measurable scrap reduction and tool life extension within the first 90 days. Full ROI, including downtime reduction and energy savings, typically occurs within 12 to 18 months depending on facility size and baseline operational maturity.

Aerospace & Defense

SensFlo is designed to deploy within your existing network security architecture, with encrypted data transmission and storage and configurable, role-based access. Data stays inside your facility environment unless you explicitly authorize otherwise. SensFlo does not itself hold CMMC certification — we recommend involving your CMMC assessor or RPO early to confirm scoping and boundary decisions for your specific environment.

Aerospace & Defense

SensFlo continuously logs machine utilization, cycle time, tool condition, and process parameters like cure and heat-treat profiles, with timestamps tied to the equipment. Quality teams typically use this data as supporting objective evidence during AS9100 and NADCAP audits, alongside their existing quality management system records.

Aerospace & Defense

No. SensFlo complements existing MES, ERP, and quality management systems by providing real-time operational visibility and process data. It does not handle traveler management, configuration control, or the formal quality record system itself.

Aerospace & Defense

Implementation requires coordination with quality, maintenance, and production teams. SensFlo provides on-site training and support during installation. No specialized data science or IT resources are required for day-to-day operation.

Aerospace & Defense

Pricing is based on machine count, monitored variables, and facility scope. The model is designed to align costs with operational value.

Aerospace & Defense

SensFlo complements existing ERP, MES, quality, and food safety systems by providing current machine and production data. FloControl™ can give these systems a more accurate view of machine availability, downtime, cycle performance, utilization, and selected process conditions.

Food & Beverage

SensFlo can collect equipment, process, alert, and event data related to procedures established by the facility. The facility determines its hazards, preventive controls, critical control points, critical limits, monitoring frequency, corrective actions, verification requirements, and approved instruments. FloControl helps organize relevant production data for faster review and response.

Food & Beverage

Food and beverage production monitoring collects machine activity, downtime, throughput, equipment condition, and selected process measurements while production is running. It gives operations, maintenance, and quality teams a shared view of production performance. The information can support capacity improvement, maintenance planning, scheduling, waste reduction, and records associated with established food safety procedures.

Food & Beverage

Manufacturers calculate OEE by multiplying Availability x Performance x Quality. Availability measures runtime against planned production time, Performance compares actual speed to ideal cycle time, and Quality measures good output against total output. With IoT data, continuous machine signals replace manual shift log estimates, giving teams more accurate downtime, cycle time, idle time, and production behavior data for each asset, shift, or line.

FloControl

In TPM, the goal is to keep equipment productive by reducing losses before they interrupt production. IoT supports TPM by capturing real-time sensor data from machines, then using that data to detect early signs of faults such as vibration changes, temperature shifts, abnormal cycles, or repeated stops. The SensFlo FloControl™ platform turns those signals into production and maintenance visibility so teams can reduce unplanned downtime and protect throughput.

FloControl

Machine utilization measures how effectively equipment is used during planned production time and is closely tied to the Availability component of OEE. The primary gap IoT monitoring addresses is availability loss, including downtime, idle time, setup overruns, and stoppages that reduce sellable output. In discrete manufacturing, 60% OEE is often typical, while 85% is considered world-class, showing how much capacity can be recovered from existing machines.

FloControl

Most applications are reviewed within 5 business days, after which an onboarding call is scheduled. Full onboarding typically takes 1–2 weeks depending on your partnership model and certification requirements. Referral partners can be operational within days of their onboarding call.

Partnerships

SensFlo currently serves the Metalworking, Plastics, Food & Beverage, and Textile industries. Partners often specialize in one or more of these verticals. If your clients operate in an adjacent sector, contact us to discuss how SensFlo may apply.

Partnerships

Yes — many partners evolve over time, for example, starting as Referral partners and moving to Reseller as their SensFlo practice deepens. Hybrid models are also possible; for example, a hardware OEM may also pursue a Technology integration partnership. Our team will help you structure the right approach.

Partnerships

Technical certification is required for Reseller, OEM, and Consulting Services partners, as these models involve deploying or embedding SensFlo for clients. Referral partners have no certification requirement. Technology partners have access to training, but it is optional.

Partnerships

Referral partners earn a fee by introducing qualified prospects to the SensFlo sales team; they're not involved in the sales process itself. Resellers bundle SensFlo into their own solutions, take responsibility for deployment, and earn a margin on the sale. Resellers can also certify their engineers to provide Tier 1 client support.

Partnerships

This model focuses on direct revenue impact from increased output. It does not account for reduced waste, improved quality, lower labor costs, energy savings, or other operational benefits that often accompany SensFlo deployment.

ROAI Calc

Yes. You can screenshot your results or schedule a review session with our team to walk through the numbers, validate assumptions, and discuss implementation planning.

ROAI Calc

You will need: current monthly production output, estimated time savings or production increase percentage, revenue per unit produced, and estimated implementation cost. Your operations and finance teams typically have this data.

ROAI Calc

Break-even is the point where cumulative revenue gains equal your implementation investment. It is calculated by dividing the total implementation cost by the monthly revenue impact from increased output.

ROAI Calc

Implementation costs typically include software licensing, hardware sensors, installation, integration with existing systems, training, and initial support. The total varies based on facility size, complexity, and deployment scope.

ROAI Calc

This calculator provides directional estimates based on your inputs. Actual results depend on your specific operations, implementation approach, and operational variables. We recommend using conservative estimates and validating assumptions with your team.

ROAI Calc

Pricing is based on monitoring points, production lines, and facility scope. The model aligns costs with operational value and material waste reduction. Detailed pricing structure and ROI modeling are available on our pricing page.

Textiles

Implementation requires coordination with production and maintenance teams. SensFlo provides onsite training and deployment support. No specialized IT or data science resources are required for ongoing operation.

Textiles

No. SensFlo complements existing MES and planning systems by providing real-time process visibility and anomaly detection. It does not replace production scheduling, order management, or inventory systems.

Textiles

Most facilities see measurable material waste reduction and throughput improvement within the first 90 days. Full ROI, including energy savings and quality gains, typically occurs within 12 to 18 months, depending on facility scope and baseline performance.

Textiles

All data is encrypted in transit and at rest. SensFlo operates within your facility network security framework. Access controls are role-based and configurable. Data does not leave your operational environment unless explicitly authorized.

Textiles

Yes. SensFlo is designed to work with both modern automated systems and older textile machinery. Sensors monitor process variables independently, providing visibility without requiring equipment upgrades.

Textiles

SensFlo uses retrofit sensors that monitor humidity, tension, laser precision, and line speed across cutting, dyeing, and finishing operations. No equipment replacement is required. Installation connects to existing facility network infrastructure.

Textiles

Initial sensor installation typically completes within 3 to 4 weeks for a standard textile operation. Full data integration and AI-driven insights are operational within 60 to 90 days. Deployment is modular, allowing phased rollout across production lines.

Textiles

Pricing is based on monitoring points, facility scope, and operational complexity. The model aligns costs with compliance protection and operational value. Detailed pricing structure and ROI modeling are available on our pricing page.

Food & Beverage

Implementation requires coordination with production, quality, and maintenance teams. SensFlo provides onsite training and deployment support. No specialized IT or data science resources are required for ongoing operation.

Food & Beverage

No. SensFlo complements existing MES and quality management systems by providing real-time environmental visibility and anomaly detection. It does not replace batch tracking, recipe management, or regulatory documentation systems.

Food & Beverage

Most facilities see measurable product loss reduction and compliance improvement within the first 90 days. Full ROI, including energy savings and throughput gains, typically occurs within 12 to 18 months, depending on facility scope and baseline performance.

Food & Beverage

All data is encrypted in transit and at rest. SensFlo operates within your facility network security framework. Access controls are role-based and configurable. Data does not leave your operational environment unless explicitly authorized.

Food & Beverage

Yes. SensFlo is designed to work with both modern and older food processing systems. Sensors monitor environmental and process variables independently, providing visibility without requiring equipment upgrades.

Food & Beverage

SensFlo uses food-grade sensors that monitor temperature, humidity, moisture, and pH across processing and storage environments. Installation does not require equipment replacement and connects to existing facility network infrastructure.

Food & Beverage

Initial sensor installation typically completes within 3 to 4 weeks for a standard processing facility. Full data integration and AI-driven insights are operational within 60 to 90 days. Deployment is modular and designed to minimize disruption to production schedules.

Food & Beverage

Pricing is based on machine count, monitored variables, and facility scope. The model aligns costs with operational value. Detailed pricing structure and ROI modeling are available on our pricing page. For more information, be sure to check out our Pricing page!

Plastics

Implementation requires coordination with production and maintenance teams. SensFlo provides onsite training and deployment support. No specialized IT or data science resources are required for ongoing operation.

Plastics

No. SensFlo complements existing MES and ERP systems by providing real-time process visibility and anomaly detection. It does not replace production scheduling, order management, or quality tracking systems.

Plastics

Most facilities see measurable scrap reduction and material waste improvement within the first 90 days. Full ROI, including throughput gains and downtime reduction, typically occurs within 12 to 18 months, depending on facility scale and baseline performance. Feel free to use our ROAI calculator for a rough estimate.

Plastics

All data is encrypted in transit and at rest. SensFlo operates within your network security framework. Access controls are role-based and configurable. Data does not leave your facility environment unless explicitly authorized.

Plastics

Yes. SensFlo is designed to work with both modern and older injection molding machines. Sensors monitor process variables independently of machine controllers, providing visibility without requiring equipment upgrades.

Plastics