BestPOS
Retail & Point-of-Sale
Amazon Bedrock, Amazon Bedrock Image Models (Stable Diffusion), AWS Lambda, Amazon S3, Amazon API Gateway, AWS IAM
BestPOS
Retail & Point-of-Sale
Amazon Bedrock, Amazon Bedrock Image Models (Stable Diffusion), AWS Lambda, Amazon S3, Amazon API Gateway, AWS IAM
BestPOS, a point-of-sale provider for retail and restaurant businesses, needed to help its marketing teams create promotional visuals faster without sacrificing brand consistency. Manual design workflows were slowing campaign execution for offers, discounts, and seasonal promotions. Avahi built an AI-powered image generation system that gathers requirements through a conversational interface, applies predefined templates, and generates ready-to-use promotional images with quality validation. The solution streamlined marketing production and enabled rapid creation of brand-aligned visuals through API-driven automation.
BestPOS is a retail and restaurant point-of-sale solution provider that supports merchants with transaction management and business operations. As part of its customer value, BestPOS enhances marketing workflows that help clients launch campaigns and promotions with consistent branding and strong visual quality.
BestPOS marketing teams relied on time-intensive manual processes to create promotional images, which made it harder to produce content quickly across multiple campaign types. As the number of promotions increased, the workflow required more back-and-forth, more design cycles, and more time spent translating campaign intent into usable creative.
BestPOS needed an automated system that could generate promotional visuals dynamically based on user inputs while enforcing brand consistency through predefined templates. The system had to support common marketing scenarios like special offers and discounts, integrate with existing BestPOS marketing workflows, and maintain quality standards so generated assets were usable without extensive rework.
AWS provided the foundation to build a scalable, secure workflow for conversational input collection, orchestration, and asset storage. Amazon Bedrock enabled natural language processing to interpret user requests and generate image prompts, while Bedrock image models supported visual generation. Serverless orchestration with AWS Lambda made it possible to run the workflow on demand, and Amazon S3 provided durable storage for templates and generated creatives.
With Amazon API Gateway and AWS IAM, BestPOS could integrate the system into existing marketing tools through secure REST endpoints and controlled access, supporting a production-friendly integration pattern.
BestPOS chose Avahi for expertise in building end-toend GenAI workflows that combine user experience, automation, and governance. Avahi designed the system to capture campaign requirements through a guided chatbot experience, apply template constraints to protect brand standards, and deliver assets via APIs in formats that fit existing marketing operations. Avahi also implemented validation logic to ensure the outputs adhered to brand guidelines, reducing manual review and rework.
Avahi delivered a template-driven AI image generation system optimized for marketing workflows. The user experience begins with a chatbot interface powered by Amazon Bedrock that collects campaign inputs in natural language. A follow-up question system refines requirements, capturing details such as offer type, discount messaging, audience context, and visual preferences before generation, reducing ambiguity and improving output quality.
Once requirements are captured, the workflow selects a predefined template aligned to the marketing use case, including promotional campaigns, special offers, and custom materials. Templates are stored in an Amazon S3 repository and used to enforce brand consistency through layout constraints and controlled prompt patterns. The system then generates images using Bedrock image models and integrates with the BestPOS image generation API to execute the creation workflow end-to-end.
AWS Lambda orchestrates the generation pipeline, coordinating prompt construction, template selection, generation requests, and output packaging. The solution outputs PNG and JPG files along with metadata, enabling downstream marketing systems to catalog assets and track campaign context. Quality validation logic checks outputs against brand guideline requirements before delivering results. Finally, the system exposes RESTful API endpoints through Amazon API Gateway, enabling BestPOS to embed the capability into existing marketing workflows while using AWS IAM for access control and security.
BestPOS automated promotional image creation through a conversational interface and template-driven generation, reducing dependency on manual design cycles while keeping visuals aligned to brand standards. Marketing teams can produce campaign assets faster across multiple offer types, with validation logic improving consistency and reducing rework.
Let’s explore your high-impact AI opportunities together in a complimentary session
Let’s explore your high-impact AI opportunities together in a complimentary session
Let’s explore your high-impact AI opportunities together in a complimentary half-day session
