Key Focus Areas
Our platform combines cloud and edge AI to support clinicians, researchers, and health tech innovators in deploying intelligent, privacy-preserving, and real-time solutions.
AI-Driven Accessibility Tools
Speech recognition and real-time autocorrection systems to support individuals with communication impairments.
Personalized Patient Monitoring
AI models that interpret biometric and behavioral data for anomaly detection and remote diagnostics.
Edge-Based Clinical Decision Support
Embedded systems for on-site inference and triage recommendations where latency and privacy matter.
Medical Imaging & Signal Analysis
ML models for image segmentation, diagnostics, and analysis of complex biosignals like ECG/EEG.
Chronic Condition Management
Predictive tools for proactive care in diabetes, hypertension, and neurological disorders.
AI-Powered Health Apps & APIs
End-to-end pipeline support for health startups integrating NLP, vision, and recommendation engines.
Case Study
Skyline Innovation
Real-Time Speech Correction Platform for Skyline Innovation
The Challenge
Speech accessibility for users with dysarthria (slurred or distorted speech) remains under-supported by traditional ASR (Automatic Speech Recognition) tools.
Our Approach
M2M Tech helped Skyline Innovation benchmark 15 ASR models (Whisper, Parakeet, Canary, etc.), and deploy scalable cloud APIs. Key enhancements included autocorrection logic, confidence filtering, and text normalization.
Key Results
- 22% reduction in Word Error Rate (WER)
- 85-92% live transcription confidence via cloud deployment
- Cloud scalability expanded from 1-minute to 5-hour speech processing
- Foundation built for real-time speech-to-text correction
Impact
Skyline is poised to release one of the few real-time, AI-powered dysarthria-friendly transcription platforms, addressing a critical accessibility gap in healthcare and education.
Key Outcomes
Healthcare Industry Transformation
AI is transforming healthcare workflows-from diagnosis to therapy, from speech support to intelligent monitoring. Our platform empowers practitioners and startups to deploy AI ethically, scalably, and cost-effectively.
Transformation Highlights
- From Generic ASR → To Condition-Specific Accessibility Tools
- From Manual Monitoring → To AI-Powered Patient Observability
- From Delayed Results → To Real-Time Data-Informed Decisions
- From Centralized Dependence → To Edge Intelligence at Point of Care
3X
Accuracy for Speech Impairment Recognition-40%
Delay in Diagnosis through Real-Time Tools+25%
Patient Engagement via Accessible Interfaces-35%
Manual Processing in Clinical WorkflowsHealthcare Ecosystem Integration
Seamless AI Solutions Across the Health Value Chain.
Clinics & Rehabilitation Centers
Use real-time transcription and correction tools to improve speech therapy and communication outcomes.
Health App Developers
Integrate our SDKs for ASR, patient profiling, and chatbot diagnostics in digital health platforms.
Hospitals & Long-Term Care
Embed edge inference tools for on-premise analytics where privacy and latency matter.
MedTech & Device Manufacturers
Partner to develop smart devices with embedded predictive or corrective intelligence.
IoT Health Sensor Vendors
Connect wearable and environmental sensors with our models for smarter remote care.
Academic & Research Labs
Collaborate on AI model tuning, dataset creation, and ethics-guided innovation in health AI.
Ready to Accelerate
Health Innovation with AI?
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