An AI startup reached out to with us with a clear problem to solve: creating professional presentations takes way too long, and they wanted to change that.

The initial vision was the platform that could turn a prompt, a document, an existing deck, a website, a YouTube video, or a cloud file into a polished, editable, and on-brand presentation in minutes instead of hours.

It began as an AI presentation generator and grew into a more substantial product: a full-featured SaaS platform with a real-time editor, multi-language support, subscription and enterprise license management, and a suite of AI-powered tools for enhancing existing presentations.

The platform allows individuals, teams, and organizations generate, edit, localize, and export presentations across multiple formats, keeping brand consistency intact and cutting down the manual work that usually comes with it.

There were several critical gaps in how presentations were created, managed, and distributed:

• Executive presentations reaching customers, investors, or partners late or in poor quality affected sales opportunities, stakeholder communication, and fundraising efforts.
• Employees spent significant time on low-value formatting tasks, while marketing and learning teams often became bottlenecks for presentation production. End users were equally frustrated by both manually creating presentations in traditional tools and AI-generated outputs that could not be edited afterward.
• Presentations frequently varied in design quality, visual identity, and tone of voice even within the same organization. There was no simple way to enforce approved colors, fonts, logos, or branding guidelines across all presentation assets.
• External AI presentation tools often produced outputs that were difficult to edit, localize, customize, or export into formats used by professionals. Sales teams required PowerPoint files, legal departments relied on PDFs, and marketing teams increasingly needed video-ready content.

As a result, the platform required significant improvements, including:

Lack of Centralized Workspace

Users lacked a centralized workspace for managing presentation assets and generated content. There was no practical way to maintain image libraries, track slide versions, preserve presentation history, or upload existing decks for AI-powered improvement instead of starting from scratch.

Complexity of Creating Editable Presentations

The platform needed to produce structured, fully editable presentations consisting of slides, content blocks, images, charts, tables, and rich formatting while maintaining visual consistency across PowerPoint, PDF, Google Slides, and video exports.

Scaling AI Capabilities

The solution also had to address the realities of working with AI at scale, including unpredictable model outputs, latency, cost control, partial regeneration workflows, and support for eight languages without breaking slide layouts or typography.

Reliable Import and Export

Finally, the platform needed to reliably import and export PowerPoint files despite the numerous variations introduced by themes, master slides, embedded fonts, animations, and other presentation-specific elements.

To address these limitations, we built a full-featured SaaS platform combining AI-powered content generation, real-time presentation editing, and enterprise-grade content management within a single ecosystem.

AI-powered Presentation Generation and Enhancement

At the core of the platform is an AI orchestration engine designed to transform virtually any source of information into a structured presentation. Users can generate presentations from prompts, documents, websites, YouTube videos, Google Drive files, and existing PowerPoint or PDF decks.

Instead of relying on a single AI request, the platform executes a multi-step generation pipeline that analyzes input content, creates a presentation outline, generates individual slides, selects layouts, enriches content with visuals, and performs post-processing before delivering a fully editable presentation.

The solution also introduced AI-powered presentation enhancement capabilities, allowing users to upload existing presentations and improve their content, design, and structure without rebuilding slides from scratch.

Real-time WYSIWYG Presentation Editor

One of the project's key differentiators was the development of a fully editable presentation editor that allows users to modify AI-generated content in real time.

The editor supports drag-and-drop layouts, resizable content blocks, rich text editing, slide-level AI regeneration, undo/redo functionality, language switching, and brand customization features. This approach eliminates one of the biggest frustrations associated with AI presentation tools: generated output that can’t be meaningfully edited afterward.

The platform maintains a true WYSIWYG experience while supporting exports to PowerPoint, PDF, and video formats, ensuring presentations remain visually consistent across different delivery channels.

Brand Management and Multi-language Support

To help organizations maintain presentation quality and consistency, we implemented brand kit functionality that allows teams to standardize colors, fonts, logos, and visual identity across all generated content.

The platform also supports eight languages and automatically adapts typography, layouts, and content formatting to different locales. This enables organizations to create and localize presentations for international audiences without manually redesigning slides for each language.

Scalable SaaS and Enterprise Infrastructure

Beyond presentation generation, the project required a complete commercial and operational foundation.

We implemented user authentication with Microsoft, Google, Apple, and email-based sign-in, subscription billing through Stripe, credit-based usage management, referral programs, promotional campaigns, and multi-tenant account structures.

The platform also includes enterprise and educational licensing, seat management, administrative tools, content management capabilities powered by Strapi, and a scalable AWS-based infrastructure designed to support growing user adoption and AI workloads.

To maintain responsiveness while handling resource-intensive operations, long-running processes such as video rendering and AI-powered exports are executed asynchronously through AWS services, while real-time progress updates are delivered through WebSockets.