London's AI-first
engineering partner
We build custom AI solutions and intelligent automation for UK enterprises. From LLM integrations to full-stack applications, shipped in 4-12 weeks.
Ingest
ACTIVEData collection
Analyze
AI processing
Execute
Run automation
Deploy
Ship to prod
Powered by cutting-edge tools
We select the right technology for each project, combining proven frameworks with the latest AI innovations.
GPT-5
AI & MLOpenAI's most advanced reasoning model for complex problem-solving and nuanced understanding.
How We Use It
We leverage GPT-5 for complex document analysis, multi-step reasoning tasks, and generating human-quality content that requires deep contextual understanding.
Common Use Cases
Plus many more specialized tools tailored to each project's unique requirements
Build intelligence into your stack
From LLM integrations to custom software. We deploy systems that automate work and integrate with what you already have.
Custom LLM Solutions
Fine-tune and deploy language models for your domain. Document Q&A, code generation, and specialized assistants that understand your business.
Workflow Automation
Automate document processing, data extraction, and decision workflows. Reduce manual review time by 80% with intelligent pipelines.
Data Infrastructure for AI
Build RAG pipelines, vector databases, and embeddings infrastructure. Connect your proprietary data to LLMs securely and efficiently.
Scalable AI Infrastructure
Deploy GPU-optimized workloads on AWS, Azure, or GCP. Handle latency-sensitive inference at scale with proper caching and orchestration.
Enterprise LLM Integration
Integrate OpenAI, Anthropic, or open-source models into existing systems. API design, authentication, and rate limiting for production use.
Custom Software Development
Full-stack web applications, internal tools, and APIs. Built with React, Next.js, and Python for businesses that need reliable software, with or without AI.
Projects that drive results
A selection of work we've delivered for clients across industries.
Engineers who ship AI to production
Prism Labs is an AI-first software studio. We specialize in intelligent systems that automate workflows and extract insights from data, but we're also full-stack engineers who build custom software of any kind.
We're not AI researchers chasing benchmarks. We're engineers focused on production: latency, reliability, cost optimization, and systems that work at scale. If it doesn't ship, it doesn't count.
Our clients range from startups building their first AI feature to enterprises needing custom internal tools or intelligent automation. Most projects deploy within 4-12 weeks.
Projects delivered
AI integrations
Years experience
Avg time to launch
From data to deployed AI
A structured approach to building AI systems that actually work in production.
Assess
Audit your data, workflows, and existing systems. Identify high-impact automation opportunities.
Architect
Select the right models and infrastructure. Design RAG pipelines, API contracts, and integration points.
Integrate
Build and deploy the solution. Connect to your systems with proper auth, error handling, and fallbacks.
Monitor
Track accuracy, latency, and costs in production. Iterate based on real usage patterns and edge cases.
Real solutions we have built
Technical case studies from recent engagements. Client details anonymized under NDA, but the architectures and results are real.
Regulatory Document Processing
Manual review of 50,000+ compliance documents annually. 3 FTEs dedicated to extraction and categorization.
RAG pipeline with custom-trained extractors. Human-in-the-loop for edge cases. Direct integration with existing GRC platform.
- Azure-hosted for data residency
- Fine-tuned extraction models
- 99.2% accuracy on key fields
- Audit trail for regulators
Intelligent Support Automation
24/7 support team handling 2,000+ daily tickets. 70% were routine queries about tracking and scheduling.
Agentic AI system connected to TMS and WMS. Handles queries, updates, and escalations autonomously.
- Real-time system integration
- Multi-turn conversation memory
- Automatic escalation triggers
- Performance analytics dashboard
AI-Native Product Feature
Needed to ship AI assistant feature before fundraise. Internal team had no LLM experience. 10-week deadline.
Full-stack implementation from prompt engineering to production deployment. Handed off with documentation.
- Next.js frontend with streaming
- LangChain orchestration layer
- Semantic caching for cost control
- Usage-based billing integration
Want to discuss how we could approach your specific challenge?
Book a Technical ReviewFrequently asked questions
Everything you need to know about working with us. Can't find what you're looking for? Get in touch.
Ready to automate?
Tell us about the workflow you want to automate or the AI capability you need. Most projects launch in 4-12 weeks with measurable ROI.