Machine monitoring for textile manufacturing

No. Certification is optional for technology partners, and training is available to your team if you want it. The program centers on building a working API or SDK integration and taking it to market together.

Yes. The architects and engineers who deploy SensFlo for your clients complete SensFlo enablement training and certification before the first client deployment. Certification is also what allows resellers to offer optional Tier 1 client support.

Referral partners receive co-branded sales materials, a dedicated Partner Success Manager, lead registration protection and access to a 24/7 support line. No certification is required to get started.

Every SensFlo partner program includes marketing materials and 24/7 support. Referral, Reseller, OEM and Consulting partners also work with a dedicated Partner Success Manager, and the programs that involve client deployments add technical training and escalation support.

Each program has its own revenue model. Referral partners earn a referral fee, resellers keep a resale margin, OEM partners pay a licensing fee and set their own prices, consulting partners charge a services fee, and technology partners grow through co-selling and joint go-to-market campaigns.

Choose the program that matches the role you already play for manufacturers. Referral fits companies that make introductions, Reseller fits solution providers that deploy software, OEM fits equipment makers, Consulting fits firms that bill for implementation, and Technology fits companies whose products integrate with SensFlo.

Apply to one of the five SensFlo partner programs. Applications are reviewed within five business days, and OEM partners also receive a co-branded customer page on sensflo.ai, like the one built with Haitian Mexico.

Browse the SensFlo partner directory to see which equipment makers and providers already work with SensFlo, and open a partner's page to see what SensFlo does on their machines. You can also email info@sensflo.ai to ask about partners that serve your region.

No. You get the same FloControl™ platform, AI analysis and solution levels as any SensFlo customer. Depending on the partner's program, installation and first-line support may come from the partner, with SensFlo engineers available behind them.

Yes, if your supplier is a SensFlo partner. OEM partners such as Haitian Mexico ship machines with SensFlo integrated, and reseller partners sell and deploy SensFlo alongside their own solutions. If your supplier isn't a partner yet, you can buy directly from SensFlo.

A SensFlo partner is a company with an agreement to refer, resell, embed, implement or integrate SensFlo machine monitoring for manufacturers. Partners belong to one of the five SensFlo partner programs and include machine builders, systems integrators, industrial distributors and consulting firms.

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.

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.

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.

Technology partners co-sell the combined solution to their existing customers, run joint go-to-market campaigns with SensFlo, and are listed in the SensFlo partner ecosystem directory.

A technology integration connects your hardware, connectivity platform or software to SensFlo through the SensFlo API or SDK. Technology partners get API and SDK access, integration documentation and joint solution development support, and they take on no client implementation responsibility.

No. Consulting partners deliver SensFlo under the SensFlo brand. Firms that want to present SensFlo under their own brand should look at the Reseller program.

At least one certified architect or engineer must be on your team before you begin client work. Certification runs through the SensFlo certification program, which includes implementation playbooks and technical documentation.

Consulting partners charge their clients a services fee for each implementation engagement. SensFlo becomes a core component of the practice, and the SensFlo sales team works with consulting partners to develop new client opportunities.

The OEM partner supports its end customers directly, since the product is sold under the partner's brand. SensFlo supports the partner's certified engineers with escalation support and over-the-air remote support for the IoT devices and software.

The OEM partner does. OEM partners pay SensFlo a licensing fee and keep full control over the price and margin of the product they sell.

No. In the OEM model SensFlo is invisible to end customers. Dashboards, alerts and reports are presented under your brand as part of your product.

Client support is optional for resellers. Implementation is always the reseller's responsibility, and resellers who also want to provide Tier 1 support certify their engineers to handle first-line client questions, with SensFlo behind them for anything beyond that.

Yes. Resellers can co-brand SensFlo alongside their own brand or white-label it under their brand, depending on how they sell to their clients.

No. After you make the introduction, the SensFlo sales team handles demos, proposals and closing. Referral partners don't need technical knowledge or certification, and they take on no implementation responsibility.

Register the lead with the SensFlo partner team before you make the introduction. Once the lead is registered, the credit for that introduction is protected, and you are paid a referral fee if the prospect becomes a SensFlo customer.

Partners can offer the full SensFlo catalog: Level 1 Lite, Level 2 Pro and Level 3 Premier, along with the FloControl™ platform and FloE™. Resellers sell these solutions to their clients, and OEM partners can embed any of them in their own equipment.

A Partner Success Manager is your main contact at SensFlo from onboarding onward. They walk you through onboarding, answer integration questions, share the co-branded marketing materials and technical resources your program includes, and support you as your SensFlo practice grows. Referral, Reseller, OEM and Consulting partners each work with a dedicated Partner Success Manager.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

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.

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

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.

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.

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.

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.

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.

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.

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

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.

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

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.

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.

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.

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.

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.

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.

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

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.

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

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.

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.

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.

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.

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.

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.

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

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.

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.

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.

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.

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.

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.

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.

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.

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

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.

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.

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.

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.

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.

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.

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.

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.

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

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.

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 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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.