Do you work with existing infrastructure?

Yes. We modernize legacy data systems, improve pipelines, and fix underperforming models.

What does scoping involve?

We assess feasibility, expected ROI, technical risk, and commercial impact.

How do you price services?

Hourly, fixed-price delivery, or retainer depending on workload and timeline.

Services

Q: What data services do you offer?

We deliver end-to-end AI services: strategy, MVP build, deployment, and scaling.

Q: What differentiates you?

PhD-level consultants. Deep expertise in finance and life sciences. We prioritize measurable outcomes.

Q: Do you work with startups and VCs?

Yes. We support MVPs, technical due diligence, and AI product acceleration.

Q: How do you handle data security?

Secure pipelines, encryption, role-based access, and compliance (GDPR/HIPAA).

Q: Where are you located?

Based in Hong Kong with a distributed Europe+APAC consulting team.

We don't sell hype. We deliver high-impact, game-changing data and AI solutions built to integrate seamlessly into your business.

Our Core Service Pillars

Data & AI Strategy

What and Why

Using our data expertise, we identify the highest-value opportunities for AI and classic data science to translate your business goals into tangible outcomes.

Consult & Advise

We audit your existing data and tools, and find pain points. From there: we develop a clear plan to identify where data and AI can save time, cut costs or open new opportunities.

Consult & Advise

We audit your existing data and tools, and find pain points. From there: we develop a clear plan to identify where data and AI can save time, cut costs or open new opportunities.

Consult & Advise

We audit your existing data and tools, and find pain points. From there: we develop a clear plan to identify where data and AI can save time, cut costs or open new opportunities.

Build & Deploy

We develop custom software, automate pipelines, design interactive dashboards, and integrate tools. We build end-to-end solutions that plug directly into your business workflows.

Build & Deploy

We develop custom software, automate pipelines, design interactive dashboards, and integrate tools. We build end-to-end solutions that plug directly into your business workflows.

Build & Deploy

We develop custom software, automate pipelines, design interactive dashboards, and integrate tools. We build end-to-end solutions that plug directly into your business workflows.

Maintain & Manage

Technology and models change, and systems need constant oversight. We step in to monitor software performance, ensuring your solutions remain relevant and secure.

Maintain & Manage

Technology and models change, and systems need constant oversight. We step in to monitor software performance, ensuring your solutions remain relevant and secure.

Maintain & Manage

Technology and models change, and systems need constant oversight. We step in to monitor software performance, ensuring your solutions remain relevant and secure.

Analytics & Solution Building

How

Our multidisciplinary teams of data scientists and engineers build bespoke solutions designed for performance and production readiness.

Bespoke Apps & Software

We don't just deliver code and models. We build complete solutions for your organisation, delivering improved accuracy and efficiency.

Bespoke Apps & Software

We don't just deliver code and models. We build complete solutions for your organisation, delivering improved accuracy and efficiency.

Bespoke Apps & Software

We don't just deliver code and models. We build complete solutions for your organisation, delivering improved accuracy and efficiency.

Workflow Automation

We replace repetitive, manual tasks with automated workflows. We save you time so your team can focus on growth.

Workflow Automation

We replace repetitive, manual tasks with automated workflows. We save you time so your team can focus on growth.

Workflow Automation

We replace repetitive, manual tasks with automated workflows. We save you time so your team can focus on growth.

Pragmatic AI & Data Deployment

We build what makes operational sense for your business, not what's trendy. We can rapidly integrate LLMs either on-cloud or on-premise.

Pragmatic AI & Data Deployment

We build what makes operational sense for your business, not what's trendy. We can rapidly integrate LLMs either on-cloud or on-premise.

Pragmatic AI & Data Deployment

We build what makes operational sense for your business, not what's trendy. We can rapidly integrate LLMs either on-cloud or on-premise.

Team & Culture Integration

Collaboration Models

We combine technical execution with deep organisational alignment, ensuring our data expertise integrates smoothly into your business dynamics.

Fully Independent

You hand us a business problem, and we take it off your plate. We design, build, and deliver the final solution with minimal disruptions to your daily operations.

Fully Independent

You hand us a business problem, and we take it off your plate. We design, build, and deliver the final solution with minimal disruptions to your daily operations.

Fully Independent

You hand us a business problem, and we take it off your plate. We design, build, and deliver the final solution with minimal disruptions to your daily operations.

Embedded Experts

We integrate with your existing product, operations, or technical teams. By aligning with your current workflows, we inject PhD-level data expertise where it's needed the most.

Embedded Experts

We integrate with your existing product, operations, or technical teams. By aligning with your current workflows, we inject PhD-level data expertise where it's needed the most.

Embedded Experts

We integrate with your existing product, operations, or technical teams. By aligning with your current workflows, we inject PhD-level data expertise where it's needed the most.

The Fractional Guide

We act as your on-demand Data and AI advisors. We guide you through technical decisions, and ensure your data strategy aligns with business goals.

The Fractional Guide

We act as your on-demand Data and AI advisors. We guide you through technical decisions, and ensure your data strategy aligns with business goals.

The Fractional Guide

We act as your on-demand Data and AI advisors. We guide you through technical decisions, and ensure your data strategy aligns with business goals.

The Accelerate Framework

We employ a result-focused methodology to deliver tangible business value.

Discover

Focus

Alignment & Prioritisation

Key Deliverables

Detailed business case, technology assessment, and prioritised use case roadmap.

Design

Focus

Architecture & Data Preparation

Key Deliverables

Secure data pipelines, and foundational MLOps configuration.

Develop

Focus

Solution Build & Validation

Key Deliverables

Integrate validated solution into a production-ready environment.

Deploy

Focus

Integration & Adoption

Key Deliverables

Fully operational solution, comprehensive handover documentation, and internal team upskilling.

FAQ

Smarter decisions start with clear answers.

Ask a question

What data services do you offer?

We provide end-to-end data science and AI solutions, from strategic consulting to production deployment, driving measurable outcomes.

What differentiates your data consultation service?

Our PhD-level consultants combine academic rigor with industry expertise to deliver measurable results. In Life Sciences, we specialise in genomics, proteomics, and biomedical imaging for leading research institutions and biotech companies. In Finance, we excel in credit risk assessment, fraud detection, and quantitative investment strategic advisory for financial institutions.

Do you work with existing data infrastructure?

Yes. We audit, optimise, and rebuild data pipelines to improve performance, scalability, and compliance. We also modernise legacy systems and fix underperforming models.

What does the initial scoping involve?

We evaluate project feasibility, commercial viability, technical scalability, security requirements, competitive positioning, and conduct risk-reward analysis. Scoping engagements range from hour-long sessions to multi-day assessments.

How do you price your services?

We offer hourly/daily rates, fixed-price project delivery, and retainer options. Contact us for a tailored quote.

Do you work with startups and VCs?

Yes, we provide technical evaluation services for VCs and help startups build MVPs, secure funding, and scale their data capabilities.

How do you handle data security?

We implement industry-standard security practices including data encryption, access controls, GDPR/HIPAA compliance, and secure MLOps pipelines. We also assess vulnerability and perform penetration tests.

Where are you located?

Our founder is based in Hong Kong, but our distributed team across Europe and APAC operates globally, serving businesses remotely and on-site as needed.