AI-Powered Consultation Tool for Homeowners, DIYers, and Property Realtors

• Ensuring domain accuracy and alignment with industry standards for AI-generated responses.
• Handling ambiguous or vague queries while still delivering reliable outputs.
• Building a scalable architecture to support homeowners, realtors, and professional users at scale.
• Integrating a wide mix of advanced technologies, including RAG pipelines, AI models, cloud infrastructure, and databases.

• We began with discovery workshops to define the client’s vision and curated a specialised construction and architecture knowledge base to ensure the AI delivered domain-specific insights.
• Next, we built a Retrieval-Augmented Generation (RAG) pipeline, combining FAISS and LangChain for retrieval with OpenAI models for contextual responses, enabling precise and reliable outputs.
• On the user side, we designed a simple dashboard where homeowners and realtors can upload photos, track queries, share feedback, and access reference links seamlessly.
• The platform was deployed on AWS with a Django backend, React.js frontend, and Celery for background tasks, supported by validation layers that guarantee accuracy, scalability, and real-world applicability.

AI re-engineering helped Askitect to implement a revolutionary way for property professionals and homeowners to access reliable construction and architecture insights. The platform now specifically focuses on real property challenges, offering complete advice and clear assessments to help users to plan repair work.

• 60% faster query resolution compared to traditional research, helping users save valuable time in property decision-making.
• 2x improvement in accuracy, powered by RAG validation, ensuring advice is both reliable and practical.
• 99% focus on real property challenges, delivering impartial, expert-level insights for repairs and planning.