Map the business
We translate the selling and operating rules into a phased platform scope.
Supply the account rules and an order that needs an exception.
Commerce architecture and release map
Agreed scope · dependencies · acceptance criteria
Custom platforms for catalogues, account pricing and fulfilment that need more than a standard storefront.
Design around business accounts and their purchasing rules.
Account catalogues, quotes and purchasing permissions
Agreed pricing, approvals and order terms
ERP, stock and order-management connections
We translate the selling and operating rules into a phased platform scope.
Supply the account rules and an order that needs an exception.
Agreed scope · dependencies · acceptance criteria
We model the data and prototype the most important buyer and operator journeys.
Approve the first-release boundary and the deferred work.
We implement the agreed journeys and connect them to business systems.
Run representative business scenarios with the team that will operate it.
We prepare cutover, deployment and the operating handover for the agreed release.
Approve cutover and assign operational responsibility.
Planning options, not a fixed package. Features and handover are agreed for your project.

Supplier-data scraping and AI engineering for a cross-border shopping and warehouse platform.
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Web, hybrid apps and administration work for a marketplace with a rewards layer.
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Brand-led design and interactive shopping tools for bags and everyday-carry accessories.
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UI/UX design and theme development, from the homepage to the buying decision.
View projectWhen essential business rules cannot be supported well by configuration or focused extensions. We compare that gap with the cost of owning and operating custom software before recommending a build.
No. Existing commerce, payment, search and operational services can remain part of the architecture. The boundary follows the business requirements and ownership model.
Account-specific catalogues, approval steps, quotes and purchasing rules can be scoped where needed. The exact rules and exceptions must be agreed with the business.
We define the source of truth and test reservation, release and reconciliation rules across the connected systems. The implementation depends on the inventory system and order lifecycle.
A staged migration may be appropriate. We map system boundaries, data ownership and cutover dependencies before agreeing which parts move and in what order.
The agreement assigns hosting, monitoring, access, support and incident responsibilities. Your team receives the agreed source, deployment instructions and operational documentation.
Bring a real order example, its exceptions and the systems that hold the data.
What our clients value about working with Daphnis Labs.
The team at Daphnis Labs redefined what’s possible for Urbanface. They delivered a bespoke, animation-heavy website that remains incredibly quick and functional. The…
We wanted a unique, 'one-of-a-kind' feel for Glareen, and Daphnis Labs delivered an ecosystem that is both beautiful and technically superior. Their expertise in…
The level of technical depth Daphnis Labs brought to our Game project is unparalleled. While the front-end reel games are visually stunning and highly engaging, the…
Practical perspectives on AI, product engineering, commerce and modern software delivery.

Separate Kimi's API and coding-plan limits, budget cache writes correctly, and evaluate a repository refactor against behavior that must survive the change.
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Budget beyond Mercury 3's launch discount, check its streaming and reasoning defaults, and measure how quickly a support agent produces a correct, usable answer.
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Separate the model's context from each provider's limits, calculate a coding-pilot budget, and test a mobile layout repair before committing to self-hosted hardware.
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Compare recorded and realtime transcription costs, identify launch-documentation conflicts, and test whether a corrected collection request survives the trip from audio to an operations draft.
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Check the released model's token rates and API compatibility, calculate a realistic pilot budget, and evaluate image evidence against changing inventory records.
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Separate GLM-Legal's beta access from unconfirmed API terms, interpret its independent benchmark results, and test document evidence with a reviewer-inclusive cost model.
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Check the October 17 model update, peak and off-peak token rates, and new search charges, then evaluate an agent against versioned API evidence.
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Understand Timestral's time-step limits and weight license, estimate a local forecasting job, and design a retail backtest that cannot see future sales.
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Check Sonnet 5.5's token costs, thinking settings and conversation requirements, then evaluate coding changes against a concrete merchant-sorting fixture.
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Check Gemini 4 Argon's access rules, shared token budget and launch pricing, then use a controlled supplier-data evaluation to plan an API migration.
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