Selected work
Production systems, measurable outcomes.
Selected delivery across the UK and Europe. Every engagement ends the same way: a system the client owns and a number that moved.
The pattern
Different sectors, the same shape.
Every engagement below starts in the same place: a system that should be moving a number and isn't, blocked by something more structural than the model or the code. Governance, data foundations, an operating practice that does not exist yet.
And every one ends the same way: a production system the client owns, a practice their team runs, and a metric that moved. The sectors differ. The discipline does not.
FinTech
World-Leading Financial Information Company
Challenge
Existing tools couldn't keep pace with energy-sector clients. No low-latency engine, no enterprise RBAC, no room to scale.
Solution
Multi-engine data stack (Databricks, Snowflake, SingleStore) powering “Energy Studio”, a fully embedded BI application with near real-time dashboards and role-based access.
Near real-time
dashboards at scale
across a validated 5-way engine POC
Read the storyBanking
Leading UK-Based Global Bank
Challenge
Teradata's end-of-life forced a high-stakes migration of vast data volumes and business logic without disrupting daily operations.
Solution
Tool-based, automated migration converting Teradata code to Snowflake-native, refactoring SAS workflows, with rigorous validation to protect business continuity.
2 business units
migrated on deadline
ahead of Teradata's end-of-life
Read the storyBanking
Leading Financial Organisation, UK
Challenge
Fragmented, siloed BI. Dashboards, metadata, and data quality scattered across the business kept decision-making reactive instead of real-time.
Solution
“AskNeo Intelligence”, a unified platform combining BI, metadata, and data quality behind a conversational AI interface, giving teams real-time, self-service insight.
Single platform
replacing fragmented reporting
unifying BI, metadata, and data quality
Read the storyUtilities
Leading US Power Generation & Distribution Utility
Challenge
Every morning, leaders manually worked through 200+ Tableau reports before a single dispatch decision could be made.
Solution
AskNeo layered over the existing Snowflake/Tableau estate, vectorising metadata into Pinecone, mapping natural language questions to the right dashboard, inheriting RBAC without a rebuild.
200+ reports
unified into one interface
zero permissions rebuilt
Read the storyTechnology
Leading US Oncology Virtual Care Provider
Challenge
Patients waited 7 to 8 hours for symptom triage while care teams struggled with rising volumes and systems that couldn't understand medical language or context.
Solution
A GenAI virtual care assistant (OpenAI/LLMs) running clinically aware triage conversations, auto-generating SBAR summaries for nurse review and escalating only when medically necessary.
7hrs → <30min
symptom triage response time
plus 8,000 nursing hours saved annually per oncologist
Read the storyUtilities
Leading UK Water & Sewerage Utility
Challenge
Missed flooding targets triggered significant regulatory penalties every year, with no reliable way to forecast risk across network, weather, and maintenance factors.
Solution
A Prophet-based forecasting model combined with segmentation analysis, giving maintenance teams actionable, prioritised recommendations to shift from reactive to preventive management.
£15,000 earned
on external flooding ODI
turning penalties into rewards
Read the story
Client names are withheld under NDA. Results described are specific to each engagement.
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