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Business users and analysts often struggle with the time-intensive and manual process of creating dashboard wireframes. NeenOpal, in collaboration with AWS, introduced an AI-powered wireframe generation and review solution via Mokkup.ai, a leading BI wireframing platform. This innovation leverages AWS Bedrock, zero-shot AI prompting, and a proprietary layout engine to automatically generate, review, and optimize dashboard designs. With over 110,000 active users across 60+ countries, Mokkup is transforming dashboard prototyping into an intelligent, streamlined experience.
Despite advancements in BI tooling, business users and analysts still face bottlenecks during the wireframing phase. Prior to adopting Mokkup.ai, the organization encountered several obstacles that slowed down dashboard development:
Users often spent hours building screen layouts manually using drag-and-drop tools.
No contextual recommendations or reviews meant wireframes lacked UX best practices.
Business users lacked access to AI tools that could auto-generate BI dashboards from simple goals.
Multiple users working on the same wireframe faced version control and feedback loop inefficiencies.
To address these challenges, NeenOpal implemented an AI-powered wireframing engine, built on AWS and seamlessly integrated with Mokkup.ai. The solution automates dashboard prototyping using zero-shot AI prompting, dramatically reducing design time and effort.
Users simply enter prompts like “Generate a CFO dashboard” or “Create a sales dashboard”, and AI creates a complete screen layout using best-fit charts, KPIs, and filters.
The system reviews an existing screen, suggests design improvements, element grouping, or layout adjustments based on domain-specific UI/UX standards
Integration with Amazon Bedrock (Haiku 3.5 selected for generation and Clause Opus 4 for reviewing after benchmark tests) ensures low latency and cost-effective layout generation using proprietary prompt orchestration.
From user prompt → layout logic inference → mock data generation → JSON rendering → interactive UI all handled in seconds with complete backend observability and logging.
With 75+ successful AI/BI transformations and AWS Marketplace-listed products, NeenOpal is a trusted partner for data-led innovation. Recognized as an AWS Rising Star, our unique blend of AI/ML capability, BI platform design, and deep AWS integration enables rapid delivery and measurable results.
By introducing AI-powered automation into the wireframing workflow, Mokkup.ai significantly enhanced efficiency, collaboration, and scalability for BI teams. The platform delivers fast, intelligent, and secure dashboard design capabilities:
Mokkup.ai, powered by AWS Bedrock and developed by NeenOpal, is redefining how BI dashboards are conceived and built. Whether it's auto-generating a wireframe or reviewing design effectiveness with AI, the platform helps BI teams move from concept to prototype in minutes. With intelligent automation, collaborative tools, and AWS-native scalability, Mokkup.ai is shaping the future of dashboard creation.
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