We develop practical AI and machine learning solutions that automate document processing, search, forecasting, support, and operational decisions. Using Python, NLP, computer vision, LLMs, RAG, and evaluation pipelines, we integrate reliable AI into existing healthcare, SaaS, and enterprise workflows.
AI Development Company for Healthcare & B2B Software
We design and build AI agents, LLM and RAG applications, AI medical scribes, and HIPAA-ready healthcare software—plus the web, mobile, and cloud systems that put them into production.
- AI scribe: charting cut from 60+ to ~20 min per patient
- Athenahealth & CharmHealth EHR integrations
- Upwork Top Rated Plus
- 14-person team · Farmington Hills, MI
Our Services
Software Engineering for Complex, Real-World Operations
From AI development and healthcare software to SaaS, enterprise platforms, web and mobile applications, cloud solutions, and API integrations, we build systems that improve workflows, connect data, and support sustainable growth.
We build HIPAA-aware healthcare software for clinical documentation, patient engagement, telehealth, remote monitoring, and operational management. Our teams connect EHRs, medical data, AI services, and secure APIs while designing around provider workflows, privacy, auditability, and adoption.
We engineer multi-tenant SaaS platforms and enterprise software that replace fragmented tools with dependable workflows, dashboards, permissions, billing, and reporting. React, Next.js, Node.js, Python, PostgreSQL, and cloud-native architecture support secure growth from launch to scale.
We create responsive web applications and native or cross-platform mobile apps for iOS and Android. React, Next.js, React Native, Swift, Kotlin, and Flutter help us deliver accessible user experiences with secure authentication, dependable APIs, offline workflows, and production monitoring.
We design cloud infrastructure, backend services, databases, and API integrations that keep critical systems connected and resilient. AWS, GCP, Docker, Kubernetes, Terraform, REST, GraphQL, and event-driven services support secure deployment, observability, performance, and controlled operating costs.
We turn scattered business data into governed pipelines, predictive analytics, semantic search, and intelligent automation. Our work includes model integration, embeddings, OCR, data processing, human review, monitoring, and measurable workflows for operations, finance, healthcare, and customer teams.
A Transparent Development Process
From Business Problem to Production Software
01
Discovery
We align stakeholders around the business problem, user workflows, compliance needs, technical constraints, and measurable outcomes before development begins.
02
Planning & Architecture
We define the product roadmap, scalable system architecture, APIs, cloud infrastructure, integrations, delivery risks, and milestones required for long-term growth.
03
Prototyping
Interactive prototypes and focused technical proofs validate workflows, UI/UX decisions, data requirements, and feasibility before full-scale investment.
04
Development
Our engineers build secure web, mobile, cloud, API, and AI systems in tested iterations, with regular demonstrations and clear stakeholder feedback loops.
05
Testing & Optimization
Functional, integration, security, accessibility, and performance testing help ensure every workflow is reliable, scalable, and ready for production use.
06
Deployment & Support
We manage production deployment, cloud environments, monitoring, maintenance, and measured product improvements as user needs and business priorities evolve.
Software in Production
Selected Client Projects
Healthcare AI2024
SureScribe AI Clinical Documentation Platform
A HIPAA-aware AI medical scribe and B2B SaaS platform: clinical speech recognition, multi-stage LLM pipelines, clinician review and Athenahealth / CharmHealth EHR integration—cutting documentation from more than an hour to about 20 minutes per patient.
Read Case Study
Spatial Computing2025
WebGIS Platform
A WebGIS and field-operations platform combining LiDAR capture, spatial data processing, mobile workflows, and interactive 3D models—giving distributed teams a clearer, faster way to document sites and work with real-world measurements.
Read Case Study
Healthcare2025
AI-Powered Elderly Care Platform
A secure healthcare platform for remote elderly monitoring, caregiver coordination, and AI-assisted risk signals, supported by web and mobile experiences that help care teams respond with better context and maintain continuity outside clinical settings.
Read Case StudyOur Proven Track Record
Software Built Around Measurable Outcomes
Charting Cut From 60+ to ~20 Minutes
SureScribe's AI-assisted documentation and EHR workflow reduced clinical documentation from more than an hour to about 20 minutes per patient, with clinicians approving every note.
View Case StudyFaster Product Development Cycles
Focused discovery, prototyping, and iterative engineering help teams validate the right product sooner and move from MVP decisions to dependable production releases.
View Case StudyScalable Cloud Infrastructure
Production-ready APIs, databases, monitoring, and AWS cloud infrastructure engineered for reliable performance, security, and sustainable growth.
View Case StudyAI-Powered Workflow Automation
NLP, OCR, LLM, and intelligent document workflows connect with existing systems to reduce repetitive work and improve the consistency of operational data.
View Case StudyIndustry Experience
Industries We Help Modernize
Healthcare
HIPAA-aware healthcare software for AI-assisted documentation, EHR integrations, telehealth, patient engagement, remote monitoring, and secure clinical operations.
Explore Healthcare solutions →
Construction
ARKit, LiDAR, WebGIS, and cloud data workflows for accurate 3D scanning, spatial mapping, measurement, field documentation, and operational visualization.
Explore Construction solutions →
Agriculture
Mobile-first applications, WebGIS integrations, field management platforms, offline data capture, and cloud workflows that connect teams working across physical locations.
Explore Agriculture solutions →
Startups
Focused MVP, SaaS, AI, web, and mobile product development that helps founders validate ideas, launch dependable software, and iterate with real user feedback.
Explore Startups solutions →Enterprise
Enterprise software, workflow automation, dashboards, internal tools, API integrations, cloud migration, and machine learning systems built around measurable operations.
Explore Enterprise solutions →Client's Reviews
What Clients Say About Working With Us
Five-star reviews of our founder and engineers from Upwork and other freelance platforms, where Torch Solutions started.
5-Star Review
5.0
Muhammad Bilal did an EXCEPTIONAL job on our project. His code was bug-free, well-documented, and demonstrated great expertise. Working with him was a breeze, thanks to his excellent cooperation, language fluency, and prompt delivery. Highly recommend!
stainless88
United States
Freelance platform review
CustomSoftware DevelopmentCompany
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