A consumer goods product tracked from factory to shelf passes through three different data schemas: the manufacturing batch record, the logistics shipment status, and the retail shelf position. None of them describe the same object the same way, and getting them to agree in near real time is the architecture problem Cincinnati's CPG and retail businesses deal with at a scale most analytics platforms aren't built for. As a software development company serving Cincinnati's consumer goods, financial, and enterprise businesses, we build for that.
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What you get from a software build.
CPG platforms, retail analytics tools, and financial operations systems in Cincinnati rarely need every pillar at once. Most builds center on two or three, and all six are part of the same software development work.
A canonical product model across manufacturing, logistics, and retail schemas.
Domain modelingAPI contract designTypeScript & GoMulti-schema data model
A product data platform for a consumer goods or retail business has to model the same object across manufacturing, logistics, and retail schemas without losing precision or manual reconciliation. We design that canonical model first, since fixing a misidentified product in a live supply chain costs far more than getting the identity model right at the start.
Tenant isolation and role-based views for retail and finance hierarchies.
Multi-tenant architectureUsage-based billingRole-based accessAudit logging
A SaaS platform built for Cincinnati's retail, logistics, or financial services operators needs tenant isolation and role-based access for complex hierarchies: a regional buyer seeing only their categories, a supply chain manager seeing only their suppliers, and finance seeing reconciled totals. Those permission structures go into the schema from the start.
Field apps that work offline in-store and sync correctly when back online.
Native iOS & AndroidFlutter & React NativeOffline syncApp Store & Play Store release
A retail field execution app needs to work on unreliable in-store wifi and sync audit data and inventory counts correctly once connectivity returns. A delivery or logistics app carries the same offline requirements. AI logistics features work best when the data pipeline is clean before the model runs.
Forecasting and pricing models evaluated on your actual products and markets.
LLM & RAG pipelinesDemand forecasting & pricing modelsEvals & guardrailsDocumented model decisions
A demand forecasting model for a CPG company or a pricing model for a regional bank needs an eval dataset built from the actual distribution of products, markets, or accounts it will encounter, not a general-purpose benchmark. That is why data engineering for the source systems is often the first project, even when the stated goal is AI.
The one component causing friction replaced, with the rest still running.
Strangler-pattern migrationZero-downtime cutoverFramework & database upgradesPhased rollout
A supply chain or payments platform built a decade ago often has one component causing most of the friction: a batch ETL job that runs three hours and returns stale results, an integration written for an old provider API, or a schema sized for a fraction of the current catalog. Isolating and replacing that component keeps the rest of the platform running.
Infrastructure sized for the peak: launches, promotions, settlement windows.
Infrastructure as codeCI/CD pipeline designMulti-cloud setupsObservability
A platform ingesting supply chain events, retail feeds, or payment transactions needs infrastructure that holds up when a high-volume event, a launch, a promotion, a settlement window, hits all at once. Fintech development and CPG platforms share this: infrastructure defined as code, observable, and sized for the real peak.
Built for every vertical.
Why teams pick us for this.
A platform proves itself when a launch sends ten times normal volume through the pipeline, or a settlement window closes and everything must reconcile.
An engineer who has built multi-schema product or payments platforms before knows exactly where identity mismatches and timing gaps tend to live.
When event-driven ingestion genuinely serves the data's actual latency requirements better than batch, that's the recommendation we make.
The engineer who designs the integration contracts and canonical schema also writes the implementation. Nothing gets lost between design and build.
Our achievements display our capabilities
Selected work real outcomes.
CPG data platforms, retail analytics tools, and payments infrastructure built for Cincinnati's enterprise market sit alongside SaaS products serving the broader Ohio technology ecosystem.
View All Case StudiesSenior from the first conversation, not just the proposal. Our software developers in Cincinnati stay on through release, whichever pillar you start with, not a rotating cast handed off between phases.
Start a conversation{ 01 }· Week 1
We start by mapping what data the system needs to connect, how frequently it updates, and what the downstream consumers actually require, then settle the architecture before design begins.
{ 02 }· Week 1 to 2
Design and API architecture run in parallel, so the interface and the backend line up from day one.
{ 03 }· Ongoing sprints
Build happens in two-week sprints, each producing a working version tested against real data, not a single drop at the finish line.
{ 04 }· After launch
We manage deployment and rollout, then remain on the project for monitoring, fixes, and new features once it is live.
Trusted voices. Real outcomes.
“We truly appreciated their dedication, technical expertise, and problem-solving approach.”
Young Onion
Department Head
“I was blown away by the knowledge the team had about creatives, e-commerce, website design, and optimization.”
Decathlon Sports India
Image Leader
“They have a good team of designers and project managers who help us with the designs using HTML, Angular, and React.”
Instarama
COO
“Their creativity stands out. A collaborative team that delivered high-quality solutions working closely with us.”
CodeGama LLP
Business Developer
“The product has become more intuitive and user-friendly. Load times dropped significantly after their work.”
Qoruz
Co-Founder
“Their commitment to timely delivery was impressive.”
CurleyStreet Media
Business Development Rep
“We truly appreciated their dedication, technical expertise, and problem-solving approach.”
Young Onion
Department Head
“I was blown away by the knowledge the team had about creatives, e-commerce, website design, and optimization.”
Decathlon Sports India
Image Leader
“They have a good team of designers and project managers who help us with the designs using HTML, Angular, and React.”
Instarama
COO
“Their creativity stands out. A collaborative team that delivered high-quality solutions working closely with us.”
CodeGama LLP
Business Developer
“The product has become more intuitive and user-friendly. Load times dropped significantly after their work.”
Qoruz
Co-Founder
“Their commitment to timely delivery was impressive.”
CurleyStreet Media
Business Development Rep
“Simply put, the quality of their code is excellent. They integrated third-party software and ensured GDPR compliance.”
VIA IOM
Director
“What impressed us most was how well they understood our brand and translated it into clean, thoughtful designs.”
GD Farm Fresh
Director
“Their team was patient, courteous, responsive, and technically proficient throughout the entire project.”
Studio by Nandita Manwani
Partner
“Zethic Technologies generally delivers on time and in line with our requirements – deployed in 30+ countries.”
SABA Hospitality
Executive Director
“Zethic built the features specifically to match our internal workflow and business needs. Professional and on time.”
Coral Publishers
Executive
“Zethic Technologies is a true partner.”
Geordana
CEO
“Simply put, the quality of their code is excellent. They integrated third-party software and ensured GDPR compliance.”
VIA IOM
Director
“What impressed us most was how well they understood our brand and translated it into clean, thoughtful designs.”
GD Farm Fresh
Director
“Their team was patient, courteous, responsive, and technically proficient throughout the entire project.”
Studio by Nandita Manwani
Partner
“Zethic Technologies generally delivers on time and in line with our requirements – deployed in 30+ countries.”
SABA Hospitality
Executive Director
“Zethic built the features specifically to match our internal workflow and business needs. Professional and on time.”
Coral Publishers
Executive
“Zethic Technologies is a true partner.”
Geordana
CEO
Ways to work with us.
One team, one way of working, regardless of whether you are building something new or extending what is already live. Most clients pick a starting point and move to the other option later, once the project's shape becomes clearer.
A system scoped with a fixed feature list, timeline, and price tag. Works best when you already know what the first version has to include.
A senior pod that plugs into your existing tools and sprint cadence, shipping on an ongoing basis. Suits teams that need more capacity without running a full internal hiring process.
Questions, answered.
Cincinnati rates sit below both coasts, reflecting Midwest salary levels and a strong regional talent pool from the University of Cincinnati co-op pipeline. What drives the number for a CPG or financial services build is the integration complexity: a platform connecting manufacturing, logistics, and retail data costs more to build correctly than a standalone internal tool. Share what the platform needs to connect, and we'll come back with a specific number.
A custom vs off-the-shelf decision for a CPG or supply chain platform comes down to how much the business process deviates from what packaged software assumes. When the catalog, pricing logic, or data sources are non-standard enough to need extensive customization, that cost often exceeds a purpose-built system over three years.
Cincinnati has a deep payments infrastructure background through Worldpay, Fifth Third, and the broader financial services community that grew up around them. That heritage means the talent pool for payments-adjacent engineering, reconciliation systems, and financial data pipelines is unusually deep for a mid-tier market. Any software development company in Cincinnati building in this space draws on engineers who have worked on production payment systems before.
Fixed-scope suits a defined deliverable where price and delivery date locked to a feature list are the right structure. A dedicated team suits ongoing work where the integration landscape keeps evolving, and a monthly-billed senior pod handles that better than a locked quote can.
The same engineers doing fintech software development in Cincinnati sit inside the software development company for the US bench, and the multi-schema reconciliation work here overlaps closely with software development company in Cleveland, where manufacturing and clinical data carry the same identity problem.
Tell us which systems your product data moves through. A senior engineer replies within one working day with a read on what the work actually involves.
Tell us what you have
The data sources in play, how they disagree, and what current means for your business. We sign an NDA first.
Speak to an engineer
Someone who has built multi-schema product data platforms before, not an account manager relaying the question.
Get an integration plan
The canonical model, the ingestion approach, and a timeline, with an engagement model that fits.
Tell us which systems your product data moves through. A senior engineer replies within one working day with a read on what the work actually involves.
