Case study

AI Platform for Commercial Real Estate Underwriting and Due Diligence

AI platform to support document-heavy underwriting, lease abstraction, diligence workflows and risk analysis.

AI & Data / Product Engineering / Industry Solutions

At a glance

Client / Type: Confidential commercial real estate technology company
Practice: AI & Product Engineering / SAP Practice / Enterprise Workflow Automation
Industry / Focus
Core Work: AI platform for commercial real estate workflows, underwriting, due diligence, document review and risk analysis.

Business Problem

The client needed a practical technology solution that could turn a complex business requirement into a usable, reliable and scalable platform or workflow. The challenge involved business process understanding, product thinking, engineering execution and continuity beyond the first release.

What SteadyRabbit Delivered

SteadyRabbit supported the engagement across product thinking, workflow definition, engineering delivery, platform architecture and operational readiness. The work focused on building a solution that could be used by real teams, support real business workflows and create a stronger foundation for future growth.

Technology and Architecture

OpenAI GPT-4LangChainPineconePythonFastAPIPostgreSQLReactNext.jsTailwindsecure S3 ingestClerk.devrole-based permissions

Outcome

Working AI product foundation
secure ingestion
document workflow foundation
risk scoring
admin dashboard
controlled access
investor-ready product experience

Impact

The engagement reflects SteadyRabbit’s ability to combine business understanding, practical technology delivery and long-term ownership. The work was designed to solve the immediate problem while creating a foundation that could continue to evolve.