An ecommerce operating consultancy.
Ecommerce works better when the business behind the storefront works as one system.
Storefront problems often begin somewhere else. Growth exposes the dependencies between merchandising, inventory, technology, fulfillment, customer experience, analytics, acquisition and operations — and Chroma exists to work across those boundaries rather than inside one of them.
Chroma Worldwide
Ecommerce Operating Consultancy
- Ecommerce
- Shopify
- Operations
- Merchandising
- Launches
- Systems
- Front-end
Directed and built, across the same engagements.
Storefront problems rarely stop at the storefront.
A conversion rate is an outcome, not a cause. By the time it is visible on a dashboard it has already been shaped by what the customer was shown, what was in stock, what the page could load, what the operation could promise, and what happened after the order was placed.
Working close to execution is what makes the joins visible — the places where what a customer is shown depends on something the business has to support behind it, and the places where it quietly does not. Those joins are where most ecommerce value is won and lost, and they belong to nobody by default.
The constraint is usually upstream of where the symptom appears.
Scale changes the question.
How do we improve the site?
How does the business hold the demand?
At higher volume, ecommerce stops behaving like a collection of isolated disciplines. A launch affects inventory. Merchandising affects support. Technology affects operations. Pricing affects customer expectation. Growth exposes whatever the system cannot absorb.
That is not a theory. Reconstructing a high-volume commercial history after the fact — what the launches actually did to the operation, which decisions produced durable revenue and which produced only volume — is what turned a set of observations into a method, and it is documented in full rather than asserted here.
Building a Creator-Led Commerce Engine
253K+ orders · $22M+ reconstructed commerce
That reconstruction is where Chroma’s operating method comes from.
Chroma works from the constraint outward.
The same sequence whether the engagement is a week or a year. It is only the scope that changes.
Understand
What is the business actually trying to accomplish?
Observe
What is measurably happening?
Isolate
Where is the constraint, and what else could explain it?
Prioritize
What deserves attention now?
Implement
What needs to be built, changed, operated, or deliberately left alone?
“Left alone” is a real outcome of step four — and often the cheapest one, because the work it prevents is work nobody has to pay for or unpick later.
Strategy is more useful when the handoff gap is smaller.
Two columns that are usually held by two different people, and one statement about what closing the distance between them is actually worth.
Thinking
- Diagnosis
- Commercial prioritization
- Roadmap
- Operating model
- Merchandising logic
- Decision-making
Building
- Shopify
- Storefront architecture
- Front-end work
- Catalog structure
- Implementation
- QA
The value is not holding two separate skill sets.
It is reducing the distance between the decision and the implementation.
Not every specialist function, and not a claim to replace one. Chroma covers enough of the connected system to diagnose accurately, coordinate intelligently and implement selectively — and says plainly where a specialist should do the work instead.
Built around senior ownership.
Chroma is structured around direct senior involvement rather than layers of account management. An engagement may include internal teams, existing agencies, developers, 3PLs or specialist partners — but diagnosis, prioritization and operating direction stay connected rather than being distributed across a chain of handoffs.
Specialist depth is brought in where the work genuinely requires it, rather than standing by as a claim.
Held by Chroma
- Diagnosis
- Prioritization
- Operating roadmap
- Senior ecommerce judgment
- Engagement direction
Implementation can be
- Built directly
- Run with the existing team
- Coordinated with agencies already in place
- Supported by specialists where the work needs it
Areas of operating experience.
The operating and commerce experience informing Chroma’s approach, grouped by the kind of problem rather than by employer or year. Each one is evidenced by work published on this site.
Ecommerce operations
Launches, merchandising, customer experience, fulfillment dependencies and the technology underneath them — examined together, because at volume they stop being separable.
Storefront & Shopify
Shopify themes, storefront architecture, catalog structure and front-end implementation, including a build on Shopify's Horizon theme that extends it rather than forking it.
Creator-led commerce
Commercial systems behind creator businesses, where demand arrives faster than the operation supporting it and collaboration launches behave like businesses rather than campaigns.
Brand & digital build
Positioning, release architecture and campaign-led storefronts for product launches — where the site is built around a release rather than a catalog.
Systems & analytics
Reconstructing commercial history from the record rather than reporting it from a dashboard, and turning that into decisions that can be defended afterwards.
Stated as areas rather than as a career record: employers, titles and dates are not published on this site, and nothing here is approximated to fill that in. This is experience that informs how Chroma works, not a list of Chroma client accounts.
Principles that shape the work.
Diagnose before prescribing.
A recommendation made before the constraint is isolated is a guess with a deliverable attached. The intervention should match what is actually wrong.
In practice: budget spent rebuilding the part of the business that was already working is budget spent twice.
Growth exposes the operating system.
Demand does not create operational problems; it reveals the ones already there. Whatever the business cannot absorb becomes visible at volume.
In practice: the weaknesses surface during a launch, when the cost of fixing them is highest and the time to do it is shortest.
Technology should solve a business problem.
A platform, an app or a rebuild is a means. If the commercial problem it is meant to answer cannot be stated plainly, it is not the answer.
In practice: a platform decision made without that sentence commits a year of roadmap to a problem nobody has defined.
Evidence should change the decision.
If a piece of analysis could only ever have reached one conclusion, it was not analysis. The test of a finding is simple: would the decision have been different without it?
In practice: that means less time and money spent fixing the wrong part of the business.
The work spans strategy, systems and implementation.
Four pieces, chosen because between them they cover the distance the page has been describing — from an operating reconstruction to a theme implementation.
Building a Creator-Led Commerce Engine
Operating scale and commercial systems
A reconstruction of more than 253,000 orders, used to examine how launches, merchandising, technology, customer experience and operations interact when demand arrives at scale.
253K+ orders · $22M+ reconstructed commerce
Structured Travel Goods
Ecommerce architecture and front-end
Product-system positioning, campaign direction and release architecture for a three-format structured travel line.
Directed, Built · Next.js
Pre-launch release page — no sales claims.
Formulation Ingredients Brand
Catalog architecture and product complexity
Organised a complex ingredient catalog into a clearer commerce system, combining product architecture, documentation and storefront UX.
Directed, Built · Shopify theme
Live storefront — plates carry the client's own mark.
Streetwear Storefront
Shopify theme implementation
A Shopify storefront skin and design reference for a streetwear label, built to override rather than fork.
Directed, Built · Shopify (Horizon theme) · static design reference
Design reference, not a live store.
Where Chroma works.
Chroma works with ecommerce businesses that need stronger diagnosis, implementation, operating systems or ownership across the commercial system.
Ecommerce Diagnostic
When the cause is still unclear.
Commerce & Shopify
When the problem is understood and sits in the storefront.
Ecommerce Operations & Infrastructure
When growth is creating operational pressure.
Embedded Ecommerce Leadership
When the business needs ongoing senior ownership.
Build the growth. Understand the system behind it.
If the business is dealing with a problem that crosses strategy, storefront, technology or operations, start with the situation.