Introduction
A leading Singapore-based MedTech company is transforming healthcare operations by pioneering agentic AI solutions across major regional hospital clusters. To keep pace with complex technical requirements and accelerate time-to-market, the company needed an advanced AI solution grounded in dense instrument manuals, diagnostic datasets, and strict regulatory frameworks. That’s where Cloud Ace stepped in, deploying Google Cloud’s Gemini Enterprise to drive seamless operational modernization.
Business Challenges
The company faced key operational and regulatory bottlenecks:
Manual Data Extraction: Field engineers spent up to 80% of their bench time manually reviewing dense instrument manuals and hardware error logs to complete tracking forms and Excel sheets.
Time-Consuming Clinical Synthesis: Scientific analysts dedicated hours to reviewing product training videos, application notes, and medical publications to synthesize structured, step-by-step guides for lab technicians and hospital clients.
Regulatory Bottlenecks: Manually mapping product software specifications against Health Sciences Authority (HSA) GN-15 Essential Principles (for Class B/C devices) and HSA AIHGle guidelines (for AI diagnostics) created significant delays in commercial launches.
Cloud Ace’s Solution
Cloud Ace partnered closely with the MedTech company to deploy 20 seats of Google Cloud’s Gemini Enterprise (Standard) and deliver tailored AI integration:
Automated Extraction: Grounded Gemini models in instrument manuals and hardware error logs to automate tracking form entries and data processing.
Clinical Synthesis Engine: Automated the synthesis of complex medical publications, application notes, and videos into clear, structured instrument guides.
Streamlined Compliance Mapping: Implemented AI-assisted mapping of software specifications against stringent HSA GN-15 and AIHGle regulatory requirements.
Results & Impact
Drastic Bench Time Reduction: Substantially reduced the time field engineers spent on manual data extraction, freeing them up for high-value technical tasks.
Accelerated Guide Generation: Achieved significantly faster turnaround times for producing step-by-step instrument guides for lab technicians and hospital clients.
Faster Commercial Launches: Eliminated regulatory compliance mapping bottlenecks to ensure full HSA compliance while accelerating product go-to-market timelines.
Why Cloud Ace?
By combining deep Google Cloud expertise with specialized knowledge in grounding AI for strict regulatory environments, Cloud Ace empowered the client to modernize healthcare operations, maintain uncompromised compliance, and bring medical innovations to market faster.
Looking to modernize your healthcare operations and harness the power of Google Cloud AI? Contact Cloud Ace today to get started.