Past the demo, into something that works
Sohgrow designs, builds and deploys LLM applications, RAG pipelines, agents and computer-vision systems for organisations that need AI to hold up in the real world.
Production AI, end to end
From first prototype to deployed system: reliable, auditable and safe, on your infrastructure.
LLM applications
Assistants, copilots and document intelligence built on frontier models, tuned to your domain.
Learn moreRAG systems
Retrieval pipelines that ground answers in your data: segmented, reranked, cited and validated.
Learn moreAI agents
Autonomous agents that take real actions across your tools, with human approval where it matters.
Learn moreWorkflow automation
Agentic pipelines that replace repetitive operational work end to end.
Learn moreComputer vision
Detection, tracking and phenotyping from standard video. No specialist hardware required.
Learn moreStrategy and advisory
Honest guidance on where AI helps, where it doesn’t, and how to start.
Learn moreEngineering across domains
A sample of production systems we have designed and shipped, spanning language, vision and retrieval.
Grovalin
A 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
Browser-native, markerless motion analysis from standard video. Transformer-based pose modeling extracts fine-grained motor signals and tracks them over time, with no wearables or lab hardware.
Case-law retrieval engine
A 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 and PII masking
Automated identification, segmentation and redaction of sensitive content across scanned and digital documents, engineered for regulated, high-volume pipelines.
From first call to production
Tell us what you are working on. Here is what happens next.
- 01
Discovery call
A conversation about the workflow, the data, and what “done” looks like.
- 02
Prototype
A working proof of concept scoped to your real data, so you can see it before committing further.
- 03
Production build
Rebuilt for reliability: evaluation harnesses, monitoring and human-in-the-loop controls, deployed on your infrastructure.
- 04
Support and iterate
We stay attached after launch: monitoring, retraining and extending as your data and needs change.
Built for sensitive, human-centred work
Some of our most demanding engineering happens where reliability, privacy and human oversight are not optional: healthcare, neurodiversity and regulated data. That discipline carries into everything we ship.
- Human-in-the-loop controls on the decisions that carry weight
- Answers grounded in sources, with citations and validation
- Deployed in the cloud, in your region, or fully on-prem
AutismAI Lab
Our care and neurodiversity programme runs under its own banner: open research and AI tools for autism assessment and intervention, home to the clinical work behind Grovalin and Volitiq.
Visit AutismAI LabHave a system that needs to ship?
Tell us about the workflow, the data or the idea. We will show you what is possible in weeks, not months.