Production AI, engineered to ship.
Sohgrow is an AI engineering studio. We design, build and deploy LLM applications, RAG pipelines, autonomous agents and computer-vision systems — for organisations that need AI working reliably in production, including some of the most sensitive, high-stakes domains there are.
Production AI, end to end.
From first prototype to deployed system — built to be reliable, auditable and safe, on your infrastructure.
LLM Applications
Assistants, copilots and document intelligence built on frontier models, tuned to your domain.
RAG Systems
Retrieval pipelines that ground answers in your data — segmented, reranked, cited and validated.
AI Agents
Autonomous agents that take real actions across your tools, with human approval where it matters.
Workflow Automation
Agentic pipelines that replace repetitive operational work end-to-end.
Computer Vision
Detection, tracking and phenotyping from standard video — no specialist hardware required.
Strategy & Advisory
Honest guidance on where AI helps, where it doesn't, and how to start.
Engineering across domains.
A sample of production systems we've designed and shipped — spanning language, vision and retrieval.
Grovalin
Adaptive learningA personalised learning platform that adapts in real time to how each user processes information — pairing computer-vision engagement signals with LLM-driven content adaptation, deployed on AWS Bedrock.
Volitiq
Health-techBrowser-native, markerless motion analysis from standard video. Transformer-based pose modeling extracts fine-grained motor signals and tracks them longitudinally — no wearables or lab hardware.
Case-law retrieval engine
LegalA RAG system for legal research that segments documents into canonical units with GLiNER, reranks for relevance, and uses LLM-as-judge to validate every answer against its source passages.
Document intelligence & PII masking
ComplianceAutomated identification, segmentation and redaction of sensitive content across scanned and digital documents — engineered for regulated, high-volume pipelines.
Built for sensitive, human-centred work.
Some of our most demanding engineering happens where reliability, privacy and human oversight aren't optional — healthcare, neurodiversity and regulated data. That discipline carries into everything we ship.
Our dedicated care and neurodiversity programme — autism and elderly care research and tools — runs under its own banner.
Have a system that needs to ship?
Tell us about the workflow, the data, or the idea. We'll show you what's possible — in weeks, not months.
Book a call