Let's talk
Capabilities

What we know
how to do.

Four practice areas — each deep enough to stand alone, strong enough to work together. Most engagements draw from at least two, because real problems rarely fit into one box.

01 / Lead
When the technology decision is too important and needs a wise counsel.
Senior technology leadership embedded in your organisation. Accountable to your outcomes over the long term.
Consultant CTOs
Technology roadmaps
Enterprise architecture
AI readiness & governance
Vendor management
Investor preparation
02 / Build
When something has to be made and has to work.
Full-stack engineering and AI delivery. From greenfield products to complex platform re-engineering. Built to scale from day one.
Product engineering
AI & ML systems
Data platforms & pipelines
Full-stack delivery
Legacy modernisation
Salesforce platforms
03 / Shape
When technology needs to earn its place with the people who use it.
Design grounded in research, built to work in the real world. Covered in full in the Experience Studio tab.
Experience & service design
UX & UI
Branding & identity
Design systems
Product & industrial design
UX research & reviews
AI & Strategy
The AI Mindset
Strategy before tools. We help leadership teams build a clear point of view on where AI creates value — and the capability to act on it.

AI moves fast and the choices compound quickly. We work with leadership teams to build a clear, grounded point of view on where AI creates real value — and the confidence and capability to act on it decisively.

01
AI Strategy & Roadmapping
Where you are on the transformation path, where you need to be, and what the next step actually requires. Built around your business, not a framework.
Readiness assessmentUse case prioritisationBuild vs buy
02
AI-Led Re-engineering
Legacy systems modernised using AI to accelerate the process — up to 45% faster, with continuity maintained throughout.
Strangler patternArchitecture migrationZero disruption
03
CTO-as-a-Service
Senior technology leadership without the overhead. We've guided transformations, managed vendor ecosystems, and prepared companies for investor rounds.
Technology leadershipVendor managementInvestor prep
04
Workflow Redesign & Automation
Identifying high-value workflows and redesigning them around AI — not automating what exists, but reimagining how the work should flow.
Agentic systemsHuman-in-loopLLM integration
05
Guardrails & Governance
Policies, monitoring systems, and human oversight structures that keep AI safe, auditable, and aligned.
AI policyModel monitoringBias audits
In practice
8 years as embedded CTO for Synergy Marine. 100 vessels became 700.
Present through the growth pains — not just the good moments. Roadmap direction, investment support, M&A guidance, and the steady hand that holds technology decisions together when everything else is moving fast. The kind of engagement where the relationship outlasts any single project.
AI transformation path
AI Curious → AI Assisted → AI Enabled → AI Driven → AI Native
Engineering
Built to last.
Delivered with speed.
Full-stack engineering where AI is load-bearing — not decorative. From greenfield to complex platform re-engineering.

We build systems designed to scale from day one. Our AI-augmented delivery means 50% faster on complex builds — with the human time spent entirely on judgment and architecture, not repetition.

Core
AI-Augmented Product Development
New products where AI is woven into the core. Accelerated delivery cycles, human-in-the-loop workflows, the engineering discipline to ship at scale. We've built industry-first features, scientific data platforms with superscalar compute, and predictive systems using AI.
React / Next.jsNode.jsPythonFastAPILLM integrationMobile
Platform
Platform & System Integration
Connecting legacy infrastructure to modern AI services through well-designed, secure API layers. Multi-system dependencies, streaming data, enterprise-grade security.
API designKafka / SparkAzureAWS
Architecture
Enterprise Architecture
Composable, adaptive systems built to survive organisational change. Real-time, streaming, edge, elastic — designed for the environment they will live in.
Cloud nativeMicroservicesEvent-drivenEdge
Delivery
Integrated Delivery & DevOps
CI/CD, observability, model iteration, safety monitoring. The operational backbone that keeps what we ship healthy after launch.
CI/CDDockerMLOpsObservability
Salesforce
Salesforce Platforms
Sales Cloud, Service Cloud, Einstein Analytics. Business problem first, platform second — always.
Sales CloudEinsteinExperience Cloud
Data & ML
From raw data
to real decisions.
We build the infrastructure that turns data into decisions — not dashboards that describe the past, but systems that inform the future.

We've worked with datasets from 70,000 records to 17 million+, across formats from structured QHSE logs to unstructured audio and text. We know what it takes to make models that hold up in production.

01
Data Warehousing & Pipelines
Multi-cloud consolidation, ETL pipeline design, schema architecture. Azure Synapse, AWS, and hybrid on-premise environments.
Azure SynapseData FactoryETLSAP Hana
02
Machine Learning & Prediction
Supervised and unsupervised models built for production. Classification, regression, time-series forecasting, anomaly detection.
XGBoostSVC / MLPTime-seriesSageMaker
03
NLP & Unstructured Data
Extracting signal from text, audio, and sensor data. BERT, Word2Vec, sentiment analysis, behavioural clustering, audio ML — all in production.
BERTWord2VecAudio MLNER
04
RAG & Vector Systems
Retrieval-Augmented Generation architectures, vector database orchestration, and embedding pipelines that power reliable contextual AI on proprietary data.
RAGVector DBEmbeddingsVertex AI
05
Analytics & Visualisation
Dashboards designed for the people who need them. CEO-level to operational BI — combining data engineering with UX thinking.
Power BIPlotlyJSJupyterFastAPI
In production
17M records. 70,000 safety records. 46,000 audio clips. All in production.
Not notebook experiments. Systems that run, that hold up, that get used.
Experience Studio

Powerful technology earns
its value when people
choose to use it.

We design the experiences that sit between your technology and the people it serves. Service design, UX and UI, product design, branding, design systems — all grounded in research, all built to work in the real world.

01 / Service Design
We go where the work actually happens — before we design anything.
Field research. Journey mapping. Every touchpoint understood before anything is proposed. We map what exists, understand why it works the way it does, and redesign it around what people actually need.
16
Stages mapped — Nestlé India
700+
Ships · 14+ Countries
Systems supported — Synergy
Nestlé India — Weeks accompanying sales teams across urban and rural India before drawing a single screen. 16 stages of a working day mapped and rebuilt as a field-enabling tool.
Synergy Marine — Crew welfare, operational safety, signage — a once-in-a-generation brief at the intersection of physical and digital. Experience design for numerous ship management applications, product design for crew-facing tools, and an innovation in regulatory communication: converting checklist-heavy safety posters overloaded with text into clear, understandable visual posters that crews could actually use. A rethink of how safety information is communicated at sea.
⬡
UX & Interaction Design
Interfaces that reduce cognitive load and get out of the way. For environments where a wrong interaction has real consequences.
Ahoy — industry-first seafarer enterprise app
Finance app — multi-billion dollar wage transactions, 40+ countries
CEO dashboards — design requires knowing the business deeply
Global website — 35 languages, national leaders
△
Product & Industrial Design
Physical products designed with the same rigour as digital ones. Engineering precision and human experience, held in the same hand.
AE Box — Covid ICU aerosol shield, open-sourced globally
Rugged help desk — harsh environments, rough use
Chemical carrier app — highly complex cargo operations
Bulk carrier management — neumorphic enterprise design
◻
Design Systems
When multiple teams build on the same product, inconsistency compounds. Design systems solve it at the foundation.
4-vendor enterprise — domain-centric, not a generic library
Hours saved per sprint, consistency at scale
Millions saved in development costs
04 / Branding & Identity
Identities that hold across digital, physical, and time.
From a 100-year-old Ayurveda manufacturer to eco-friendly startups to AI-designed fragrance brands. Identities that earn trust across every touchpoint.
Step Aside · Eco homecare OpenEgo · AI fragrances Ayurveda · 100-year rebrand
05 / UX Research & Reviews
Understanding what is actually happening — not what teams assume.
Expert evaluation and user research for sensor data platforms, retail order systems, and global websites serving national leaders across 35 languages. What we find is usually different from what was expected.
Sensor data platforms Retail order systems Ship space UX Enterprise field tools
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