Services
We design the system. Then we build it.
Five ways we work with clients, from a single architecture review to building and running the whole system.
- 01
Solution Architecture
System design and cloud architecture on AWS and Azure, architecture reviews and technical due diligence, written up as documents your team can build from.
What you get
- Architecture document with system and deployment diagrams
- Cloud architecture for AWS or Azure
- Architecture review or technical due diligence report
- System requirements, release plan and deployment guide
- 02
AI & LLM Systems
RAG pipelines, agentic workflows, Claude API integration, speech AI from desktop audio capture to speaker identity, document AI, and self-hosted or fine-tuned models on your own GPU infrastructure.
What you get
- RAG pipelines and vector search
- Agentic workflows with LangChain and LangGraph
- Claude API integration
- Speech AI with Whisper transcription and speaker diarization
- Desktop system-audio capture on macOS and Windows, with speaker identity for Google Meet, Zoom and Teams
- Document AI and OCR
- Self-hosted and fine-tuned models (vLLM, LoRA/QLoRA)
- AI analytics
- 03
Applications, Mobile & Backends
Web, desktop and mobile apps with the APIs, databases and pipelines behind them, deployed securely on cloud or on-prem.
What you get
- Web apps (React) and desktop apps (Electron)
- Mobile apps
- APIs and microservices (FastAPI, Python)
- PostgreSQL and pgvector data layer
- Docker, CI/CD and secure deployment on cloud or on-prem
- 04
Healthcare AI
Revenue cycle automation, clinical documentation and ambient listening, medical coding support, document classification and EMR consoles.
What you get
- Revenue cycle management automation
- Clinical documentation and ambient listening
- Medical coding support (ICD/CPT matching)
- Document classification
- EMR consoles
- 05
Fractional Architect / Technical Partner
Ongoing architecture leadership for startups and teams that need senior technical direction without a full-time hire.
What you get
- Regular architecture and design reviews
- Technical direction for your team
- Architecture decisions recorded with their reasons
Tell us what you're building.
Start with a conversation about the system you need, the constraints you have and where you are today.