Integrated AI
& IoT Solutions
to Supercharge
your Innovation
Svachal brings together a global network of industry seasoned experts in Embedded & IoT, AI & Analytics, Cloud & Edge, InfoSec, and Technical Product Management to deliver turnkey solutions, consulting, and training.
Svachal brings together a global network of industry-
seasoned experts in Embedded & IoT, AI & Analytics, Cloud & Edge, InfoSec, and Technical Product Management to deliver turnkey solutions, consulting, and training.
INCUBATORS SUPPORTED BY
Our Offerings
Smart systems aren’t built in silos. Svachal blends cross-functional expertise
— from embedded nodes to cloud dashboards, ML pipelines, security
governance, and product execution — under one roof.
Our Offerings
Smart systems aren’t built in silos. Svachal blends cross-functional expertise
— from embedded nodes to cloud dashboards, ML pipelines, security
governance, and product execution — under one roof.
Smart systems aren’t built in silos. Svachal blends cross-functional expertise
— from embedded nodes to cloud dashboards, ML pipelines, security
governance, and product execution — under one roof.
Smart systems aren’t built in silos. Svachal blends cross-functional expertise
— from embedded nodes to cloud dashboards, ML pipelines, security
governance, and product execution — under one roof.
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
Hardware design:
Industrial-grade PCBs, enclosure design, and test-driven development
Embedded DevOps:
Bare-metal and FreeRTOS/Zephyr-based systems with secure bootloaders
IOT Integration:
LoRa/BLE/NB-IoT nodes, edge-AI gateways, OTA update pipelines
Firmware & RTOS:
CI/CD and agile-based prototyping + developer training
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team training
We solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
Custom ML pipelines (supervised + unsupervised)
KPI-focused dashboards for manufacturing, supply chains, urban monitoring
Data visualization portals for real-time and historical insights
AI upskilling & consulting for in-house adoption
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)
Privacy compliance
(GDPR, India DPDP)
Secure firmware
(TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworks
Built-in security, not bolted-on
We ensure your systems are secure by design — from firmware to data governance.
We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
What we offer:
Technical product ownership — specs, sprint planning, release management
MVP definition + feature prioritization
GTM advisory
Pricing, positioning, launch executionCross-functional coordination (hardware, firmware, cloud, QA
Differentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
Hardware design:
Industrial-grade PCBs, enclosure design, and test-driven development
Embedded DevOps:
Bare-metal and FreeRTOS/Zephyr-based systems with secure bootloaders
IOT Integration:
LoRa/BLE/NB-IoT nodes, edge-AI gateways, OTA update pipelines
Firmware & RTOS:
CI/CD and agile-based prototyping + developer training
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team training
We solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
Custom ML pipelines (supervised + unsupervised)
KPI-focused dashboards for manufacturing, supply chains, urban monitoring
Data visualization portals for real-time and historical insights
AI upskilling & consulting for in-house adoption
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)
Privacy compliance
(GDPR, India DPDP)
Secure firmware
(TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworks
Built-in security, not bolted-on
We ensure your systems are secure by design — from firmware to data governance.
We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
What we offer:
Technical product ownership — specs, sprint planning, release management
MVP definition + feature prioritization
GTM advisory
Pricing, positioning, launch executionCross-functional coordination (hardware, firmware, cloud, QA
Differentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
Hardware design:
Industrial-grade PCBs, enclosure design, and test-driven development
Embedded DevOps:
Bare-metal and FreeRTOS/Zephyr-based systems with secure bootloaders
IOT Integration:
LoRa/BLE/NB-IoT nodes, edge-AI gateways, OTA update pipelines
Firmware & RTOS:
CI/CD and agile-based prototyping + developer training
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team training
We solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
Custom ML pipelines (supervised + unsupervised)
KPI-focused dashboards for manufacturing, supply chains, urban monitoring
Data visualization portals for real-time and historical insights
AI upskilling & consulting for in-house adoption
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)
Privacy compliance
(GDPR, India DPDP)
Secure firmware
(TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworks
Built-in security, not bolted-on
We ensure your systems are secure by design — from firmware to data governance.
We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
What we offer:
Technical product ownership — specs, sprint planning, release management
MVP definition + feature prioritization
GTM advisory
Pricing, positioning, launch executionCross-functional coordination (hardware, firmware, cloud, QA
Differentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
Hardware design:
Industrial-grade PCBs, enclosure design, and test-driven development
Embedded DevOps:
Bare-metal and FreeRTOS/Zephyr-based systems with secure bootloaders
IOT Integration:
LoRa/BLE/NB-IoT nodes, edge-AI gateways, OTA update pipelines
Firmware & RTOS:
CI/CD and agile-based prototyping + developer training
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team training
We solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
Custom ML pipelines (supervised + unsupervised)
KPI-focused dashboards for manufacturing, supply chains, urban monitoring
Data visualization portals for real-time and historical insights
AI upskilling & consulting for in-house adoption
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)
Privacy compliance
(GDPR, India DPDP)
Secure firmware
(TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworks
Built-in security, not bolted-on
We ensure your systems are secure by design — from firmware to data governance.
We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
What we offer:
Technical product ownership — specs, sprint planning, release management
MVP definition + feature prioritization
GTM advisory
Pricing, positioning, launch executionCross-functional coordination (hardware, firmware, cloud, QA
Differentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
Hardware design:
Industrial-grade PCBs, enclosure design, and test-driven development
Embedded DevOps:
Bare-metal and FreeRTOS/Zephyr-based systems with secure bootloaders
IOT Integration:
LoRa/BLE/NB-IoT nodes, edge-AI gateways, OTA update pipelines
Firmware & RTOS:
CI/CD and agile-based prototyping + developer training
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team trainingWe solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
Custom ML pipelines (supervised + unsupervised)
KPI-focused dashboards for manufacturing, supply chains, urban monitoring
Data visualization portals for real-time and historical insights
AI upskilling & consulting for in-house adoption
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)
Privacy compliance
(GDPR, India DPDP)
Secure firmware
(TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworks
Built-in security, not bolted-on
We ensure your systems are secure by design — from firmware to data governance.
We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
Differentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
What we offer:
Technical product ownership
— specs, sprint planning, release management
MVP definition
+ feature prioritizationGTM advisory
Pricing, positioning, launch executionCross-functional coordination
(hardware, firmware, cloud, QA
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
Hardware design:
Industrial-grade PCBs, enclosure design, and test-driven development
Embedded DevOps:
Bare-metal and FreeRTOS/Zephyr-based systems with secure bootloaders
IOT Integration:
LoRa/BLE/NB-IoT nodes, edge-AI gateways, OTA update pipelines
Firmware & RTOS:
CI/CD and agile-based prototyping + developer training
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team trainingWe solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
Custom ML pipelines (supervised + unsupervised)
KPI-focused dashboards for manufacturing, supply chains, urban monitoring
Data visualization portals for real-time and historical insights
AI upskilling & consulting for in-house adoption
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)
Privacy compliance
(GDPR, India DPDP)
Secure firmware
(TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworks
Built-in security, not bolted-on
We ensure your systems are secure by design — from firmware to data governance.
We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
Differentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
What we offer:
Technical product ownership
— specs, sprint planning, release management
MVP definition
+ feature prioritizationGTM advisory
Pricing, positioning, launch executionCross-functional coordination
(hardware, firmware, cloud, QA
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
Hardware design:
Industrial-grade PCBs, enclosure design, and test-driven development
Embedded DevOps:
Bare-metal and FreeRTOS/Zephyr-based systems with secure bootloaders
IOT Integration:
LoRa/BLE/NB-IoT nodes, edge-AI gateways, OTA update pipelines
Firmware & RTOS:
CI/CD and agile-based prototyping + developer training
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team trainingWe solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
Custom ML pipelines (supervised + unsupervised)
KPI-focused dashboards for manufacturing, supply chains, urban monitoring
Data visualization portals for real-time and historical insights
AI upskilling & consulting for in-house adoption
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)
Privacy compliance
(GDPR, India DPDP)
Secure firmware
(TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworks
Built-in security, not bolted-on
We ensure your systems are secure by design — from firmware to data governance.
We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
Differentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
What we offer:
Technical product ownership
— specs, sprint planning, release management
MVP definition
+ feature prioritizationGTM advisory
Pricing, positioning, launch executionCross-functional coordination
(hardware, firmware, cloud, QA
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
Hardware design:
Industrial-grade PCBs, enclosure design, and test-driven development
Embedded DevOps:
Bare-metal and FreeRTOS/Zephyr-based systems with secure bootloaders
IOT Integration:
LoRa/BLE/NB-IoT nodes, edge-AI gateways, OTA update pipelines
Firmware & RTOS:
CI/CD and agile-based prototyping + developer training
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team trainingWe solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
Custom ML pipelines (supervised + unsupervised)
KPI-focused dashboards for manufacturing, supply chains, urban monitoring
Data visualization portals for real-time and historical insights
AI upskilling & consulting for in-house adoption
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)
Privacy compliance
(GDPR, India DPDP)
Secure firmware
(TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworks
Built-in security, not bolted-on
We ensure your systems are secure by design — from firmware to data governance.
We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
Differentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
What we offer:
Technical product ownership
— specs, sprint planning, release management
MVP definition
+ feature prioritizationGTM advisory
Pricing, positioning, launch executionCross-functional coordination
(hardware, firmware, cloud, QA
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
1. Hardware design
2. Embedded DevOps
4. IOT Integration
3. Firmware & RTOS
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team trainingWe solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
1. Custom ML pipelines
2. KPI-focused dashboards
3. Data visualization portals
4. AI upskilling & consulting
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)Privacy compliance
(GDPR, India DPDP)Secure firmware (TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworks
Built-in security, not bolted-on
We ensure your systems are secure by design
— from firmware to data governance.We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
What we offer:
Technical product ownership
— specs, sprint planning, release managementMVP definition
+ feature prioritizationGTM advisory
Pricing, positioning, launch executionCross-functional coordination
(hardware, firmware, cloud, QADifferentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
1. Hardware design
2. Embedded DevOps
4. IOT Integration
3. Firmware & RTOS
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team trainingWe solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
1. Custom ML pipelines
2. KPI-focused dashboards
3. Data visualization portals
4. AI upskilling & consulting
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)Privacy compliance
(GDPR, India DPDP)Secure firmware (TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworksBuilt-in security, not bolted-on
We ensure your systems are secure by design
— from firmware to data governance.We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
What we offer:
Technical product ownership
— specs, sprint planning, release managementMVP definition
+ feature prioritizationGTM advisory
Pricing, positioning, launch executionCross-functional coordination
(hardware, firmware, cloud, QADifferentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
1. Hardware design
2. Embedded DevOps
4. IOT Integration
3. Firmware & RTOS
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team trainingWe solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
1. Custom ML pipelines
2. KPI-focused dashboards
3. Data visualization portals
4. AI upskilling & consulting
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)Privacy compliance
(GDPR, India DPDP)Secure firmware (TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworksBuilt-in security, not bolted-on
We ensure your systems are secure by design
— from firmware to data governance.We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
What we offer:
Technical product ownership
— specs, sprint planning, release managementMVP definition
+ feature prioritizationGTM advisory
Pricing, positioning, launch executionCross-functional coordination
(hardware, firmware, cloud, QADifferentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
Engineering-grade IoT, built to last
We design embedded systems that last in the real world — not just the prototype lab.
What we offer:
1. Hardware design
2. Embedded DevOps
4. IOT Integration
3. Firmware & RTOS
We solve for:
Cheap vendors delivering hobby-grade solutions
Prototypes that fail in the field
Teams that lack firmware and test expertise
Project Spotlight
Automated Irrigation System using solar-powered STM32 LoRa nodes with FreeRTOS firmware — delivered 25% water savings, 60% fewer field visits.
Recognition:
→ BITS Pilani Srishti DeepTech Grant (2025)→ RKVY RAFTAAR Grant – IIM Kashipur (2025)
Project Spotlight
Predictive maintenance in a manufacturing plant using vibration + temperature data. → Reduced unplanned downtime by 20%
Differentiator:
Decade-long experience in AI for AgriTech, factories, and smart cities → From sensor to model to deployment + in-house team trainingWe solve for:
Lack of internal AI talent
Off-the-shelf AI tools that don’t fit operational needs
Data overflow with no insight generation
AI that understands your operations
We don’t just build ML models — we embed them into workflows that drive real results.
What we offer:
1. Custom ML pipelines
2. KPI-focused dashboards
3. Data visualization portals
4. AI upskilling & consulting
We solve for:
On-prem systems unable to scale
Latency issues with cloud-only setups
Fragile DevOps systems leading to downtime or security gaps
Project Spotlight
AutoKrishi Dashboard: Cloud-linked polyhouse monitor for soil + climate data with OTA-ready sensor updates
→ Smarter irrigation, real-time visibility, zero downtimeWhat we offer:
Scalable architectures (AWS, Azure, GCP)
Edge-AI on Jetson/Coral running TensorFlow Lite or PyTorch
CI/CD pipelines, containerized environments (Docker/K8s), & infra-as-code
Real-time data streaming (MQTT, REST, Kafka)
Cloud and edge working in sync
We build scalable, secure infrastructure that bridges real-time data and long-term insight.
We solve for:
Regulatory non-compliance risks
Unsecured devices vulnerable to remote access
Startups lacking clear data governance
What we offer:
Security audits
(ISO 27001, NIST)Privacy compliance
(GDPR, India DPDP)Secure firmware (TPM integration, OTA encryption)
Governance workshops
threat modeling, incident response, policy frameworksBuilt-in security, not bolted-on
We ensure your systems are secure by design
— from firmware to data governance.We solve for:
Founders without technical PMs
Scope creep and missed delivery timelines
Products that launch late or miss market fit
What we offer:
Technical product ownership
— specs, sprint planning, release managementMVP definition
+ feature prioritizationGTM advisory
Pricing, positioning, launch executionCross-functional coordination
(hardware, firmware, cloud, QADifferentiator:
→ 40% faster time-to-MVP for IoT startups we’ve partnered with over the years.
PMaaS that delivers, not delays
From MVP scope to agile sprints and launch plans — we manage products end-to-end.
Click on any image to explore how our technology is powering real results — across agriculture, manufacturing, analytics, and beyond.
Svachal works at the intersection of embedded hardware, AI, cloud infrastructure, and security — but the real magic is how it all comes together in the field.
From automating irrigation in remote farms to optimizing factory uptime through predictive maintenance, our solutions are built to perform under real-world conditions, not just in pitch decks.
Real-world impact across sectors
Click on any image to explore how our technology is powering real results — across agriculture, manufacturing, analytics, and beyond.
Svachal works at the intersection of embedded hardware, AI, cloud infrastructure, and security — but the real magic is how it all comes together in the field.
From automating irrigation in remote farms to optimizing factory uptime through predictive maintenance, our solutions are built to perform under real-world conditions, not just in pitch decks.
Real-world impact across sectors
Real-world impact across sectors
Svachal works at the intersection of embedded hardware, AI, cloud infrastructure, and security — but the real magic is how it all comes together in the field.
From automating irrigation in remote farms to optimizing factory uptime through predictive maintenance, our solutions are built to perform under real-world conditions, not just in pitch decks.
Click on any image to explore how our technology is powering real results — across agriculture, manufacturing, analytics, and beyond.
Real-world impact across sectors
Svachal works at the intersection of embedded hardware, AI, cloud infrastructure, and security — but the real magic is how it all comes together in the field.
From automating irrigation in remote farms to optimizing factory uptime through predictive maintenance, our solutions are built to perform under real-world conditions, not just in pitch decks.
Click on any image to explore how our technology is powering real results — across agriculture, manufacturing, analytics, and beyond.
Our Work in Action
Real-world impact across sectors:
Real-world impact across sectors
Svachal works at the intersection of embedded hardware, AI, cloud infrastructure, and security — but the real magic is how it all comes together in the field.
From automating irrigation in remote farms to optimizing factory uptime through predictive maintenance, our solutions are built to perform under real-world conditions, not just in pitch decks.
Click on any image to explore how our technology is powering real results — across agriculture, manufacturing, analytics, and beyond.
Who We Work With
Whether you’re a scale-up building IoT products or a research lab looking to deploy
AI at the edge, Svachal adapts to your context.
Whether you’re a scale-up building IoT products or a research lab looking to deploy AI at the edge, Svachal adapts to your context.
Deploying connected infrastructure, seeking secure, scalable automation.
Enterprises
& Scale-Ups
Running tech-driven programs across climate, infra, health, and more.
Public &
Non-Profit Sector
Public &
Non-Profit Sector
Public &
Non-Profit Sector
Hardware + data pipelines for field studies or instrument automation.
Hardware + data pipelines for field studies or instrument automation.
Hardware + data pipelines for field studies or instrument automation.
Research Labs
& Universities
With ideas but no tech co-founder? — we offer PMaaS, MVP planning, GTM readiness.
Startups
& Founders
Scoping & Co-Design
We collaborate with your team to shape use cases, constraints, and delivery scope.
Integration & Scale
Hardware meets dashboards, AI models plug into real workflows, and everything plays well together.
Security & Governance
From TPM chips to GDPR policy, we bake in compliance and safety from day one.
Hardware & SaaS Development
From TPM chips to GDPR policy, we bake in compliance and safety from day one.
Upskilling & Handover
We don’t just deliver — we train your team to manage and scale it themselves.
The Svachal Process
From idea to deployed system — here’s how Svachal gets it done.
Let’s build smarter systems, together.
info@svachal-automation.com
+91 70370 50554
Contact
BOOK A CALL NOW
BOOK A CALL NOW
BOOK A CALL NOW
Contact
Contact
Contact
Let’s build smarter systems, together.
info@svachal-automation.com
+91 70370 50554
BOOK A CALL NOW
BOOK A CALL NOW