15+ years of delivery
Deep, hands-on experience in process re-engineering, technology implementation and artificial intelligence, delivered for global businesses.
Your AI transformation partner
AI is the number one driver of business innovation.
Approached right, it will transform the way you do business. Silver Lined AI brings 15+ years of process re-engineering, technology implementation and AI experience, bringing people, process, technology and data together to make your business more operationally efficient and resilient. From idea to live GenAI prototype in 8 weeks.
It’s time for AI to live up to the hype and deliver tangible results.
ROI-first prioritisation
We weigh value against feasibility and help you prioritise where to deliver value first, with cybersecurity, risk and compliance considered from day one.
Idea to prototype in 8 weeks
We show tangible value fast: working GenAI prototypes that click through and work, so you can make a confident call before investing significant time and effort.
£25M+ in efficiency and bottom-line improvements delivered
Across a 15-year career, our founder has unlocked multi-million-pound efficiencies and brought multiple ML, automation and AI products to launch, as a BQF-certified Lean Six Sigma Master Black Belt.
8 weeks from idea to live GenAI prototype
Our rapid-prototyping approach gets you from concept to a working demo quickly, so you can prove value and make a clear go/no-go decision before committing budget.
Solutions
Consulting with impactful AI innovation at its core.
Solution Accelerator
Building a proof of concept is one thing; scaling it into production is another. We build on your ideas and make custom AI agents and systems for your business, that work at Enterprise scale and deliver significant benefits.
- Expanded pilot in your chosen cloud or on-prem environment
- Governance & MLOps / Azure ML pipeline, with a full solution-architecture review
- KPI dashboard & cost forecast, tied into ROI
- Handover docs + staff training, across IT and Ops / the wider business
- Exec briefing: scale-up options & business case
Rapid Prototyping
Reduce time to market. We show tangible value fast: tools that click through and work, before you invest significant time and effort.
- Data-readiness audits to gauge the quality of your data
- Working prototypes & demos: Azure RAG chatbot, predictive models, GenAI agents & assistants
- Technical design & architecture: models, infrastructure, running cost, support
- User-test feedback and functional/non-functional requirements
- Go/no-go gate + next-phase budget
Discovery Workshops
We work on-site and virtually with you and your teams to get past the ideas stage and hone in on the AI/LLM use cases that add tangible value.
- Stakeholder & team workshops: execs, technical leads, operational and front-line teams
- Use-case triage & assessment; t-shirt sizing (value vs. feasibility)
- ROI “quick-math” canvas for your top 3 ideas
- Cybersecurity, risk & compliance assessments
Adoption Bootcamp
A 1-day executive briefing, 3-day hands-on for power users and ongoing office hours, led by a prompt engineer with deep Copilot, Azure and custom-AI experience.
- Copilot training & prompt-engineering basics for finding value
- Copilot Studio: building basic decision-tree agents
- Prompt engineering: basics through to intermediate/advanced
- Microsoft Azure AI & custom applications: RAG, Hybrid RAG, Knowledge Graphs
Not sure where to start? Book a discovery call and we’ll help you find your highest-value use cases, and get you from idea to live prototype in 8 weeks.
About
David Huston
Managing Partner
Recognised global leader in digital transformation, AI and automation.
David is a transformation architect who turns “what-if” ideas into tangible solutions that deliver real benefits for your organisation. He brings 15 years of transformation experience as a BQF-certified Lean Six Sigma Master Black Belt, with a record of unlocking multi-million-pound efficiencies and bringing multiple ML, automation and AI products to launch. Fluent in code, compliance and clear storytelling at every level of your organisation.
Highlights
- BQF-certified Lean Six Sigma Master Black Belt
- 15 years of transformation delivery
- Multiple ML, automation & AI products launched
- Fluent in code, compliance & clear storytelling
Publications & advisory
Publications & external advisory.
David writes and speaks on AI product delivery, Automation, business change, and AI transformation — he has been featured in Briefing magazine on several occasions and was a grand-finale judge at the Cambridge LLM x Law Hackathon. Check out our thought leadership pieces below:
LinkedIn
Motors and Factories — why AI value sits in workflows, not AI tools
The governing paradigm of AI disruption in 2026: why value sits in workflows, not tools — and what that means for AI strategy and roadmaps in legal services.
Read on LinkedIn
Briefing
Building a centre of excellence
How David, as head of operational excellence at DLA Piper, introduced and embedded digital innovation across the business through a collaborative Centre of Excellence.
Read in Briefing
Briefing
Re-purposing law: a centralised approach to RPA innovation
David’s contribution to Briefing’s “Re-purposing law” issue on a centralised, collaborative approach to RPA and process-automation innovation in legal.
Read in Briefing
LinkedIn
Intelligent automation & the legal centre of excellence
On joining Briefing Legal and helping firms move from basic process automation to more advanced, streamlined intelligent automation for clients and stakeholders.
View on LinkedInTake transformation to the next level.
From idea to live GenAI prototype in 8 weeks. Let’s map where AI will deliver the most value in your business, and build it.