Applied AI and intelligent systems
Put language models, retrieval, tools, and automation inside controlled applications that understand identity, permissions, business rules, and the difference between an answer and a calculation.
Explore applied AIPrincipal-led technology delivery
Complex systems, put to work.
When a problem crosses business process, data, software, reporting, and AI, Radix Paradigm brings senior practitioners directly into the operating environment. We scope what matters, build the production system, and stay close enough to the work to make it useful.
Scope clearly. Build quickly. Create practical benefit early.
Operating modelPeople and processSystems and data
RadixUseful softwareTrusted decisionsOperating leverage
What we deliver
One problem rarely stays in one discipline.
The systems that matter most tend to cross organizational and technical boundaries. We connect the work instead of handing it from one specialist silo to another.
Reporting and decision systems
Turn operational and financial data into trusted reporting, useful analysis, and purpose-built decision tools—without creating another disconnected layer of numbers.
Explore reporting systemsCustom software and integration
Build the application a real operation requires and connect it to the systems already responsible for customers, products, finance, fulfillment, and work.
Explore software and integrationData architecture and engineering
Design transactional and analytical data foundations that are secure, observable, performant, and reliable enough to support both daily operations and higher-level decisions.
Explore data engineeringHow we work
Senior judgment stays in the engagement.
The people framing the problem are the people designing and building the solution. Robert Culver and Ben Johnson remain directly responsible from first conversation through production use.
Understand
Work with the people, process, systems, and data to define the actual problem—not just the first requested feature.
Prove
Test the highest-risk assumptions against representative requirements and data before scaling the investment.
Build and integrate
Deliver the production system and make security, reporting, support, and deployment part of the implementation.
Embed and transfer
Work with users until the system succeeds in practice, then transition it or continue as the specialized engineering partner.
Systems in practice
Evidence is more useful than promises.
01
Applied AI · Finance · Reporting · Security
Governed answers over enterprise finance data
A permission-aware finance assistant that turns ordinary-language questions into typed, deterministic analysis while retaining the user's existing data authority.
02
Product · Inventory · Integration · Commerce
One operating model across commerce channels
Verdora brings product, inventory, order, and channel operations together across eBay, Squarespace, Shopify, and Etsy.
03
Vertical software · Operations · Traceability
Vertical software grounded in laboratory work
Culture Manager models the customers, materials, locations, observations, production events, orders, and fulfillment behind a specialized tissue-culture operation.
04
Reporting · Analytics · Data architecture · Operations
Reporting designed around the decision
Financial, operational, and healthcare reporting systems built around governed data, shared definitions, and the working decisions people need to make.
Products as proof
We build and operate software—not just recommendations.
Radix products began with real operating problems. They demonstrate the same method we bring to client work: understand the domain, model it carefully, connect the surrounding systems, and build for continued use.
ProductsInventoryOrders
Active channels4
Operating modelOne
eBayConnected
SquarespaceConnected
ShopifyConnected
EtsyConnected
Multichannel order and inventory management
Inventory control and commerce integrations for eBay, Squarespace, Shopify, and Etsy.
Explore VerdoraCustomer commitment
MaterialObservationLocation
ProductionInventoryFulfillment
Traceable lifecycle
Laboratory operations from intake through fulfillment
Specialized software for tissue-culture customers, materials, production, inventory, locations, billing, and shipping.
Explore Culture ManagerThe practice
Experienced enough to see the whole system. Close enough to build it.
Robert Culver and Ben Johnson bring complementary experience across engineering, software, data, reporting, regulated operations, finance, retail, media, healthcare, and specialized production.
Clients work with them directly—not through a senior-sales-to-junior-delivery handoff. Their shared operation of Standard Orchid keeps the practice grounded in careful process design, traceable data, production software, reporting, integration, and real operating economics.
Meet the principalsStart with the problem
Bring us the problem that does not fit neatly in one system.
Tell us what needs to change, where the operation is getting stuck, and why the timing matters.
Talk with a principal