Selected work

Real engagements. Measurable outcomes.

A sample of recent work. Client names are withheld for confidentiality; we're glad to make introductions on request.

🇦🇪 Banking & Financial Services

Automating credit-risk MIS on a governed lakehouse

A leading Gulf retail & commercial bank

Data lakehouse Risk MIS Governance Automation

Challenge

Manual, spreadsheet-bound credit-risk reporting made monthly MIS slow, error-prone and hard to audit.

What we did

Designed a medallion-architecture data lakehouse with a governed silver layer, automated data mapping, and a redesigned SteerCo reporting pack feeding executive and regulatory MIS.

Outcome

A single, auditable source of truth for credit-risk reporting and a repeatable pipeline replacing manual consolidation.

🔬 Pharma & Life Sciences

An AI platform for clinical-trial operations

A clinical research organisation

Applied AI LLM Clinical data Compliance

Challenge

Clinical-trial teams needed faster protocol optimisation and oversight across CTMS, EDC and eTMF data without compromising compliance.

What we did

Built a proof-of-concept AI platform spanning protocol optimisation, compliance scoring and study-document intelligence over standardised clinical data (SDTM/ADaM, CTMS).

Outcome

A working demonstration of applied AI accelerating clinical operations within a regulated, auditable framework.

🌏 Banking & Data Monetization

An enterprise AI & data-monetization program

A national commercial bank

Data strategy AI factory DAMA Monetization

Challenge

A major bank wanted to move from scattered analytics to an enterprise data, AI and DAMA-aligned monetization program.

What we did

Authored the data-architecture proposal and multi-phase delivery roadmap — an "AI factory" operating model, governance foundations and prioritised monetization use cases.

Outcome

A funded, board-ready program structure with a clear path from data foundations to revenue-generating AI use cases.

Industries

Where we go deep

Domain context is half the work. We bring sector-specific data models, regulatory awareness and reference architectures.

Banking & Financial Services Pharma & Life Sciences Insurance Public Sector Technology & Telco Retail & Consumer

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