Research & Development R&D Software Solutions for Energy, Embedded Systems, Security and AI
Siri Techno Fabs delivers R&D software solutions for energy systems, radio, embedded hardware, security, AI and scientific computing. We build, customise, deploy and support them on proven open-source foundations, so your team gets dependable, maintainable software without starting from scratch. Engineered in Bengaluru and delivered across India.
QSPR Toolbox
An integrated QSPR/QSAR workspace for universities and R&D labs. It takes you from molecular structures to descriptors, graph-theoretic topological indices, validated machine-learning and graph-neural-network models, and property predictions.
- 1,800+ molecular descriptors and fingerprints
- Standard and custom topological indices
- Classical ML, AutoML and graph neural networks
- Applicability domain checks and exportable reports
- Workstation, lab server or private cloud
Battery Management Software
Software for battery packs in power backup, energy storage and electric mobility, covering design-stage simulation, on-board firmware and fleet monitoring.
Battery management R&D software solutions
Battery Cell & Pack Simulation Suite
Physics-based electrochemical models to predict voltage, temperature and ageing before you build hardware.
- Cell chemistry and pack sizing
- Drive-cycle and load-profile testing
BMS Firmware Platform
Embedded firmware for cell voltage and temperature monitoring, cell balancing, state-of-charge estimation and pack protection.
- Over/under-voltage, over-current and thermal cut-off
- CAN, RS-485 and Modbus interfaces
Battery Health & Remaining-Life Prediction
Machine-learning models that estimate state of health and remaining useful life from cycling data.
- Early warning of degrading cells
- Replacement and warranty planning
Battery Monitoring Dashboard
Live and historical telemetry for UPS, inverter and storage batteries, with alarms by email or SMS.
- Multi-site fleet view
- Charge/discharge history and reports
Impedance Spectroscopy Analysis
Equivalent-circuit fitting and analysis of electrochemical impedance data for battery testing and research labs.
- Automated circuit fitting
- Publication-ready plots
* Indicative starting price, excluding GST. Final pricing depends on scope, hardware, number of sites or users, and customisation. Request a quote for a detailed proposal.
IoT for Solar Power Conditioning Units
Connected monitoring and control for solar PCUs, hybrid inverters and charge controllers, from device firmware to a cloud dashboard.
Solar PCU IoT R&D software solutions
PV Yield Simulation & Forecasting
Solar-position, irradiance and PV-system models that estimate expected generation and flag under-performing sites.
- Expected vs actual generation
- Weather-based day-ahead forecasts
MPPT Charge-Controller Firmware
Firmware for maximum power point tracking, battery charging stages and load control on solar charge controllers.
- Configurable charging profiles
- Field-updatable over the air
Remote Fleet Monitoring Platform
A cloud or on-premise IoT platform with device management, dashboards, rule-based alerts and user roles for installers and owners.
- Multi-tenant dashboards
- Alarm escalation and reports
Inverter & PCU Protocol Integration
Reads and controls PCUs, inverters and energy meters over Modbus RTU/TCP and SunSpec.
- Multi-brand device support
- Register mapping and validation
Edge Gateway & Messaging
A site gateway with MQTT messaging, local buffering for patchy networks and low-code data flows to the cloud.
- 4G, Wi-Fi and Ethernet uplinks
- Store-and-forward when offline
* Indicative starting price, excluding GST. Final pricing depends on scope, hardware, number of sites or users, and customisation. Request a quote for a detailed proposal.
Software Defined Radio
Radio systems where the signal processing runs in software, for spectrum monitoring, private networks, telecom testing and research.
Software defined radio R&D software solutions
Signal Processing Framework
A block-based DSP framework for building receivers, transmitters, modems and signal analysers.
- Custom modulation and demodulation
- Rapid prototyping to deployment
Wideband Spectrum Monitoring Console
A real-time spectrum and waterfall display with recording, scanning and multi-band monitoring.
- Interference and occupancy surveys
- Signal recording for analysis
Private 4G/5G Network Stack
Software radio access network and core network for campus, industrial and lab networks.
- Test beds and R&D labs
- Captive and private networks
Web-Based Remote Receiver
Lets operators tune and listen to a receiver from a web browser, with multi-user access.
- Remote monitoring stations
- Training and demonstration
Multi-Hardware Radio Driver Layer
A vendor-neutral abstraction layer so one application can run on different SDR front-ends.
- Hardware-independent software
- Easier hardware upgrades
* Indicative starting price, excluding GST. Final pricing depends on scope, hardware, number of sites or users, and customisation. Request a quote for a detailed proposal.
Cybersecurity Suites
Defensive security platforms for monitoring, detecting and responding to threats, deployed and tuned for your network and run on your own infrastructure.
Cybersecurity R&D software solutions
SIEM & Endpoint Detection
Central log collection, threat detection, file-integrity monitoring and compliance dashboards across servers and endpoints.
- Security event correlation
- Compliance reporting
Network Intrusion Detection & Prevention
Deep packet inspection and network traffic analysis that detects and blocks malicious activity.
- Signature- and behaviour-based detection
- Network activity logs
Vulnerability Management
Scheduled scanning of servers, devices and applications for known vulnerabilities, with prioritised remediation reports.
- Authorised internal and external scans
- Risk-ranked findings
Web Application Security Testing
Automated and guided security testing of your own web applications and APIs before and after release.
- CI/CD-integrated scans
- Developer-friendly reports
Container, Code & Cloud Scanning
Scans container images, dependencies, infrastructure-as-code and cloud configurations for vulnerabilities and misconfigurations.
- Software bill of materials (SBOM)
- Secrets detection
Digital Forensics & Incident Response
Endpoint visibility, evidence collection and live investigation tools for responding to security incidents.
- Fleet-wide artefact collection
- Incident timelines
* Indicative starting price, excluding GST. Final pricing depends on scope, hardware, number of sites or users, and customisation. Request a quote for a detailed proposal.
AI Integration
Practical AI built into your existing systems. Models can run privately on your own servers, so sensitive data stays in-house.
AI integration R&D software solutions
Private On-Premise AI Assistant
Open-weight large language models hosted on your own hardware, with a secure chat interface for staff.
- No data sent to third parties
- Role-based access
Document Q&A & Knowledge Chatbot
Retrieval-augmented chat over your manuals, policies and records, with answers that cite the source document.
- Internal helpdesk and SOP lookup
- Customer support assistant
Computer Vision Inspection & Detection
Image and video models for defect inspection, object counting, safety-gear detection and monitoring.
- Production-line quality control
- CCTV analytics
Speech-to-Text & Transcription
Multilingual speech recognition for meetings, call recordings and voice notes, running on your own servers.
- Searchable call archives
- Meeting minutes
OCR & Document Digitisation
Text extraction from scanned documents, invoices and forms, with structured data export.
- Invoice and form capture
- Archive digitisation
Edge AI on Devices
Compact models on microcontrollers and edge gateways for on-device detection and prediction.
- Predictive maintenance sensors
- Offline, low-power inference
* Indicative starting price, excluding GST. Final pricing depends on scope, hardware, number of sites or users, and customisation. Request a quote for a detailed proposal.
Embedded C Development
Production firmware in C for microcontrollers, from board bring-up through connectivity, user interface and secure updates to testing.
Embedded C R&D software solutions
RTOS Firmware Development
Real-time operating system firmware for ARM Cortex-M, ESP32, RISC-V and other microcontrollers.
- Board bring-up and drivers
- Low-power design
Connectivity & Secure Communication Stacks
TCP/IP, TLS encryption, MQTT, BLE, CAN and Modbus stacks integrated into your device firmware.
- Encrypted device-to-cloud links
- Industrial protocols
Embedded Touchscreen GUI
Smooth graphical interfaces for small displays on low-memory microcontrollers.
- HMI panels and controllers
- Multilingual screens
Secure Bootloader & OTA Updates
Signed firmware images, secure boot and fail-safe over-the-air updates with rollback.
- Tamper-resistant devices
- Remote field updates
Firmware Testing & Hardware Simulation
Unit testing, mocking and simulated hardware so firmware can be tested in CI before boards exist.
- Automated regression tests
- Faster, safer releases
* Indicative starting price, excluding GST. Final pricing depends on scope, hardware, number of sites or users, and customisation. Request a quote for a detailed proposal.
How we deliver R&D software solutions
Open foundations
Built on widely used open-source projects, so you avoid lock-in to a single vendor.
Hardware and software together
Our Energy, Embedded and IT divisions work on the same project, from circuit board to dashboard.
Your data stays yours
On-premise and private-cloud deployments keep sensitive data inside your organisation.
R&D software solutions: common questions
Which R&D software solutions does Siri Techno Fabs offer?
We build, customise, deploy and support R&D software solutions in seven areas: QSPR/QSAR modelling (QSPR Toolbox), battery management software, IoT for solar power conditioning units, software defined radio, cybersecurity suites, AI integration and embedded C firmware development.
How much do custom R&D software solutions cost?
Solutions start from ₹3.25 lakh (excluding GST), and each solution card shows its own indicative starting price. The final quote depends on scope, hardware, number of sites or users, and customisation.
Do you develop BMS firmware and battery monitoring software?
Yes. We develop BMS firmware for cell monitoring, balancing, state-of-charge estimation and protection, plus battery monitoring dashboards, battery health prediction and cell or pack simulation.
Can you add IoT remote monitoring to our solar PCUs and inverters?
Yes. We integrate PCUs, inverters and energy meters over Modbus RTU/TCP and SunSpec, add an edge gateway with MQTT, and provide a remote fleet monitoring dashboard with alerts.
Can AI run on our own servers instead of the public cloud?
Yes. Our AI integration solutions, including private AI assistants, document chatbots, speech-to-text and OCR, can run fully on-premise, so your data stays inside your organisation.
Which microcontrollers do you support for embedded C development?
We work with ARM Cortex-M, ESP32, RISC-V and other common microcontrollers, using real-time operating systems, secure bootloaders, over-the-air updates and automated firmware testing.
Where are you located and which regions do you serve?
Siri Techno Fabs is based in Bengaluru, Karnataka, and has delivered engineering projects since 2005. We serve clients across India, with remote deployment and support available.
Tell us what you're building
Choose an area and a solution, then describe your requirement. Our team will reply with a scoped proposal for your R&D software solutions.
- Phone / WhatsApp: +91 81056 44422
- Email: support@siritech.net
- Office: 643, 68th Cross Rd, Kumaraswamy Layout 1st Stage, Bengaluru, Karnataka
About our foundations. Many Siri Techno Fabs R&D solutions are built on established open-source software projects, which remain the work of their respective authors and are used under their own licences. Our services cover selection, integration, customisation, deployment, training and support. Security testing is performed only on systems the client owns or is authorised to test. Contact us · IT Solution Software · Downloads