Commerce Engineering for Products That Are Hard to Buy
Most eCommerce software is designed for simple products you can sell with one photo and one price. But not every product is simple. We engineer commerce for complex commerce, where compatibility data, configuration rules, technical specifications, account-specific pricing, or expert guidance stands between interest and purchase. We use AI to make complex commerce simple.
Complexity Used to Be Your Handicap.
AI Makes It Your Advantage.
Browser-era commerce punished technical catalogs: deep SKU counts, compatibility questions, and specialist buying journeys suppressed conversion while simple products raced ahead. AI-driven buying inverts that. Agents and AI-assisted buyers are constraint-solvers, and the seller whose catalog encodes what fits, what complies, and what a job requires becomes the answer they trust. At the same time, simple products collapse into price comparison. The condition is unforgiving: complexity must be structured, machine-readable, and live. We engineer that condition.
What We Engineer
Six capability layers are common to every complex commerce business.
01
Compatibility resolution
AI engines turn an under-specified question into a confident answer. They take a vehicle, a machine serial, or a system spec and use logic to analyze intent, knowing when to present products or when to ask clarifying questions.
02
Structured product data pipelines
AI engines combine complex catalogs, built on the standards your industry runs on, with an enrichment layer that merges feeds, resolves supersessions, and patches what the licensed data misses.
03
Live commercial truth
AI combines real-time information from ERP and warehouse systems to inform stock levels, pricing, and delivery promises.
04
Machine-readable access
Your catalog needs to be served in a form software can read, not just people. Documented APIs and emerging agent protocols ensure procurement systems, fleet software, and AI agents can check fit, price, and stock without a human in the loop.
05
B2B account complexity
AI simplifies and optimizes B2B sales complexity, including tiered pricing, negotiated catalogs, quote and approval workflows, credit and branch structures, and the commercial logic of trade relationships.
06
Feedback loops
AI learns and improves by leveraging transaction outcomes, conversions, returns, and co-purchases to improve future interactions.
Conversion more than doubled after eight disconnected order channels became one platform. Daily orders grew tenfold; Click & Collect drives 70% of online sales.
VIN and registration resolution, ACES, PIES, and TecDoc data, supersession chains proven at the scale of Europe's largest parts sellers.
Cross-reference
Industrial Distribution
Equipment generations, OEM cross-references, MRO catalogs where the wrong part stops a production line.
Ratings & standards
Electrical Supply
Voltage, load, and certification compliance, catalogs where UL and IEC ratings decide what can be sold together.
Capacity matching
HVAC
System pairing, capacity calculations, refrigerant compatibility, products bought as systems, not items.
Dimensional specs
Plumbing
Fitting standards, dimensional tolerances, and system compatibility across brands and generations.
Serial ranges
Heavy Equipment
Parts books keyed to serial-number ranges, attachment compatibility, and fleets that mix decades of machines.
Device compatibility
Medical Devices
Providing UDI data standards, device and accessory compatibility, and the catalog rigor a regulated buyer expects. We engineer the commerce and data layer alongside your regulatory holders.
Effectivity
Aerospace Parts
Applicability by serial and tail-number range, illustrated parts data, traceability, and authenticity. We engineer the catalog and commerce layer; airworthiness stays with the certified.
Complex Commerce
Your Catalog's Complexity is Limiting Your Sales.
We Can Help.
Bring the catalog, the data standards you work with, and the questions your buyers ask. A senior engineer will tell you honestly where you stand and what the first build looks like.
Ask Sol
Powered by Net Solutions
Skip the search. Start the conversation.
Ask Sol anything about digital products, AI, engineering, or growth, and get answers drawn from years of Net Solutions thinking and experience.
Our assistant helps you find content on our website. By asking a question, you acknowledge that we will process your data in accordance with our Privacy Policy, and consent to anonymous tracking of your conversation to help us improve the experience. Please avoid sharing personal or sensitive information, and close this page if you do not agree to these terms. While we strive for accuracy, AI responses may be inaccurate.By chatting you accept our Privacy Policy and anonymous analytics. Do not share sensitive information. AI answers may be inaccurate.