Combining AI Image Enhancement with End-to-End Editorial Operations for Real Estate Teams

BURAQ built Wymaro as a combined enhancement and operations platform. At its core, an AI-driven engine automates the complex, time-consuming editing tasks that traditionally required expert manual work. Around that engine, we built a full operational layer — bulk uploads, queue handling, editor assignment, revision tracking, QA flagging, and consultation scheduling — so the entire editing workflow can be managed from one system. Role-based dashboards give clients, editors, and admins the right level of visibility without exposing sensitive operations data. AI Approach The AI engine uses deep learning and computer vision models (Hugging Face, Transformers) to automate the enhancement tasks that define real estate photography quality. HDR fusion combines multiple exposures with automatic de-ghosting, sky replacement uses semantic segmentation to maintain natural lighting, perspective correction preserves architectural accuracy, and adaptive tone mapping adjusts to different property types and lighting conditions. Together, these models turn hours of manual editing into a near-instant, consistent process — while preserving the professional quality the industry expects. Key Features AI Enhancement Engine HDR Fusion & Exposure Balancing: Combines bracketed exposures with automated de-ghosting for balanced results. Semantic Sky Replacement: Replaces skies while preserving natural lighting and scene consistency. Perspective & Lens Correction: Automatically corrects distortion, verticals, and architectural angles. Adaptive Tone Mapping: Adjusts style variations (clean, bright, natural) based on property type. Workflow & Operations Bulk Upload & Queue Management: Handles large RAW, JPEG, PNG, and TIFF sets with validation and priority controls. Editor Assignment System: Automates job distribution to editors with performance tracking. QA & Revision Tracking: Flags quality issues, manages revisions, and maintains version control. Coordination & Visibility Consultation Scheduling: Integrated booking flows with calendar sync and reminder notifications. Role-Based Dashboards: Tailored views for clients, editors, and admins with real-time operational insights. Analytics & Reporting: Tracks processing volume, editor productivity, and quality trends.