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Engineering stability
in a world of constant change.

12.9279° N, 77.5848° E

In a world moving too fast, the rarest thing isn't intelligence or speed —
it's reliability, trustworthiness, and dependability.

See our work Let's talk
0% ↑
of every engagement
is AI-touched
0% ↓
average reduction
in cost per feature
0% ↑
faster delivery on
complex builds
0+
projects
delivered

These are our own measured outcomes — not benchmarks.

What we are

We help organisations build, transform, and scale.

With technology and design working as one. Embedded inside your team. Accountable to your outcomes.

"Amid technology volatility, we deliver engineering stability and flexibility."

We operate at the intersection of design, engineering, and AI fluency — not as separate disciplines, but as one integrated capability. The problems we are sought after for require all three simultaneously.

How we show up

We operate at three levels.

Most engagements draw from all three.

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
02 / Build
When something has to be made and has to work.
Engineering and AI delivery. From greenfield products to complex platform re-engineering. We build things designed to scale from day one.
Product engineering
AI & ML systems
Data platforms & pipelines
Legacy modernisation
03 / Shape
When technology needs to earn its place with the people who use it.
Design that is grounded in research and built to work in the real world — enterprise apps, global websites, physical spaces.
Experience & service design
UX & UI
Branding & identity
Design systems
How we work

How we work is as important as what we build.

The way we structure our work determines what is possible. Three principles that run through every engagement.

Our work is technical.
The instinct is human.

01
Cyclic, not linear.
Short intelligent loops. No big-bang deliveries. You see progress and shape it throughout.
02
Merged roles. No handoff tax.
Design, engineering, and AI thinking in the same room — always. What one discipline learns, the others immediately know.
03
AI in every layer.
From requirements to deployment, the way we work is itself AI-augmented. The human time remaining is almost entirely judgment.
AI transformation path
AI Curious → AI Assisted → AI Enabled → AI Driven → AI Native
The AI journey

Where are you on the path?

The destination is always further right. We move you forward from wherever you are — prescribing a pace that fits your organisation.

Stage 01
AI Curious
Exploring. Pilots running. No production AI yet. The question is not which tools to adopt — it is what you are actually trying to become.
Stage 02
AI Assisted
Most clients begin here
AI augmenting individual workflows. Productivity gains visible. The real question is whether the foundation is right — or whether existing processes need to be rethought from the ground up.
Stage 03
AI Enabled
AI embedded in core processes. Data foundations solid. Workflows redesigned, not just accelerated. The question now is governance and accountability.
Stage 04
AI Driven
AI making real-time decisions. Human oversight at the loop level. Proprietary advantage beginning to compound. The question is how to extend it further.
Stage 05
AI Native
AI is the operating model. Continuous learning is the norm. Not a capability layered on the business — the foundation of it.
Selected work

Outcomes, not outputs.

See all work →
Synergy Marine Group · 2016–2024
Scaling from 100 vessels to 700. Eight years as embedded CTO.
Technology leadership and support for M&As, PE investments, regulatory audits. Built and scaled ERP, operations, data and analytics, AI and ML, product architecture alongside growth. Also built the industry's first mobile enterprise app for seafarers. Redesigned safety posters.
Technology Leadership · Engineering · Design
Nestlé India
16 stages of a salesperson's day. Mapped and shipped.
Weeks in the field before a single screen was designed. Rebuilt from how work actually happens.
Service Design
Polarcus · London
Super scalar compute. 5TB of seismic data per vessel per day. The engineering had to be right.
Real-time quality checks, processing, and cloud delivery. No margin for architectural error.
Data & Engineering
Maritime Safety Client
70,000 QHSE records turned into accident prediction.
The data existed. The insight didn't. That gap is where this work lives.
Data & AI
Volvo · Einstein Analytics
Sales intelligence for a global automotive brand. Built on Salesforce Einstein.
Designed and built a Salesforce Einstein Analytics platform giving Volvo's sales teams real-time visibility into pipeline, performance, and forecasting — across markets and business units.
Salesforce · Einstein Analytics · Sales Intelligence
CavinCare
Three cloud environments. One coherent data view.
AWS, SAP Hana, and on-premise consolidated into Azure Synapse via Data Factory.
Data Warehouse · FMCG
Observ
Machine anomaly detection before the failure occurs.
Detecting behavioural change in industrial equipment through audio signatures.
Predictive Maintenance · AI
The Team

Built for work that matters.

A studio of people comfortable in the space between chaos and clarity. Who move toward what is needed without being asked. Who hold trust, transparency, and accountability as non-negotiable.

"Meeting us is the best way to understand us. The best way to share our work is over a cup of coffee."

We have been doing this since 2014. We embed inside your team. We adapt to your culture and constraints. We have grown through referrals. We are ready to be found.

Clients who trusted us with work that mattered
American Airlines Ashoka Ather CGI Ivy Mobility MindTree Polarcus Synergy Marine Group Tavant The Public's Radio True and Fair TVS UD Trucks Volvo
What we believe
Reliability over speed
We would rather be the partner you can depend on than the one who moves fastest.
Ease with abstraction
Comfortable in the space between chaos and clarity. That is where the most important work happens.
Spontaneous value creation
We move toward what is needed without being asked. We see what matters and do it.
Strong ethical fibre
Trust, transparency, and accountability are non-negotiable — in how we work with clients and with each other.
Human instinct in technical work
Our work is technical. The instinct is human. We never lose sight of the people who will live with what we build.
How we engage

We figure out the right structure together.

We design the engagement around your reality, not around our convenience.

When outcomes matter more than hours
Outcome Based
We agree on what success looks like, and we are accountable to that — not to timesheets. Structured around milestones and measurable results, not effort.
When scope is clear
Fixed Fee
Clean accountability. You know what you're getting and when.
When you need an embedded team
GCC or Partnership
Your culture, your team — our talent and leadership.
When scope is evolving
T&M or Hybrid
Structure where it exists. Flexibility where it doesn't.
When it's a mix
It Usually Is
We'll figure out what works together.

Let's work on something that matters.

We genuinely welcome a conversation about challenges we could help you solve.

Still forming a view
Not sure where to start?
No agenda. Start with a question.
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Ready to move
Know what you need?
Tell us the problem. We'll be direct about fit.
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