Generative AI Development built for Retail companies
What is Generative AI Development?
We turn generative AI from a flashy demo into a feature your customers depend on. For Retail companies, this means navigating PCI DSS, GDPR while shipping fast.
Who needs Generative AI Development for Retail?
- Inventory visibility across online and physical stores
- Omnichannel customer experience consistency
- Point-of-sale and ecommerce system integration
- Generative AI demos that impress but never ship
- Hallucinations undermining user trust in AI features
Best Generative AI Development company
Omnichannel retail lives or dies on whether inventory and customer data actually sync in real time.
If your Retail business needs Generative AI Development, we've already solved most of the hard parts.
Talk to our Retail Generative AI Development specialists this week
Book a free 30-minute discovery callWhat's actually blocking Retail businesses from shipping Generative AI Development
- Inventory visibility across online and physical stores
- Omnichannel customer experience consistency
- Point-of-sale and ecommerce system integration
- Personalization at scale across touchpoints
- Peak season infrastructure scalability
Our process for delivering Generative AI Development to Retail clients
LLM application architecture and prompt engineering
Retrieval-augmented generation (RAG) pipeline
Output evaluation and guardrail framework
Cost monitoring and model routing setup
Fine-tuning pipeline for domain-specific tasks
Core Technology Stack
OpenAI APIAnthropic APILangChainLlamaIndexPineconePythonFastAPI
Timeline, investment & compliance
Typical timeline
6-14 weeks
Typical investment
$25,000 - $160,000
Generative AI Development engagements in this combination typically need to account for:
- PCI DSS
- GDPR
- CCPA
- Consumer protection regulations
Our Approach
Retail software fails quietly if it isn't built for inventory visibility across online and physical stores from the start. We scope for PCI DSS and GDPR requirements up front, and keep the review cadence tight enough to catch drift before it ships.
See our case studiesTalk to our Retail Generative AI Development specialists this week
Get a free project cost estimateFrequently Asked Questions
Most Generative AI Development engagements take 6-14 weeks, depending on scope and how clear the requirements are upfront. We'll give you a firm timeline estimate after a short discovery call, not a generic range.
Generative AI Development projects with us typically range from $20,000 - $160,000, scaled to the complexity of your requirements. We provide a detailed, itemized estimate before any work begins so there are no surprises mid-project.
For generative ai development, we typically work with OpenAI API, Anthropic API, LangChain, LlamaIndex, chosen based on your specific scalability and integration requirements. We're not tied to a single stack and will recommend the right tools for your situation rather than our default.
A typical generative ai development engagement includes llm application architecture and prompt engineering, along with the other deliverables outlined in our proposal, such as documentation and a post-launch support window. The exact scope is tailored to your project during discovery.
Most clients come to us for generative ai development because of generative ai demos that impress but never ship, among other related challenges. We start every engagement by mapping your specific pain points before writing a single line of code.
We've delivered multiple retail projects addressing challenges like inventory visibility across online and physical stores. We helped a retail chain unify online and in-store inventory, cutting stockout incidents by 33%.
For retail clients, we pay close attention to PCI DSS, GDPR, building these requirements into the architecture from day one rather than retrofitting them later. We'll confirm which specific regulations apply to your business during discovery.
The most common challenges we solve for retail clients include inventory visibility across online and physical stores and omnichannel customer experience consistency. We tailor our discovery process to surface the specific version of these problems your business faces.