Collect and organize external data
SpartanBots developed API-driven data collection and automation. Retrieved information was stored and enriched before being used by the application, connecting external sources with the platform’s working records.
REAL ESTATE / DATA ANALYTICS
DenSwap
Turning real estate data into actionable reporting.
A real estate analytics platform connecting external data, advanced search, calculations, and reporting.
The project
DenSwap brings data analytics and reporting to real estate decision-making. The platform combines collected information with search, calculations, and dashboards so users can work with a richer view of their market.
What SpartanBots worked on
SpartanBots built the platform using Laravel, React, JavaScript, and MySQL. Our work included API-driven data collection and automation to retrieve external data, store and enrich it, and make it available to the application’s analytical workflows.
Key areas of work
- API-driven external data collection
- Data storage, enrichment, and automation
- Advanced search and calculation workflows
- Dashboards and reporting
THE BUSINESS BEHIND THE BUILD
A closer look
at the work.
Product context
DenSwap serves commercial real estate owners and coworking operators evaluating where flexible workspaces can succeed. Its public offering includes demand analysis, feasibility reports, and a marketplace for operating spaces. The business turns location information into decisions about properties and operating models.
Explore the project context ↗THE PRODUCT CHALLENGE
The product challenge is connecting scattered external information to a useful analytical experience. Collecting data alone is not enough: it must be stored, enriched, searched, and converted into calculations that people can interpret. That makes the connection between data collection and reporting central to the platform.
How the work
comes together.
The application features, engineering work and user workflows behind the project.
Make the information usable
Advanced search and calculation workflows gave the collected information a practical role in the product. Instead of leaving data isolated in an import process, the work made it available to application features and analytical views.
Bring analysis into dashboards and reports
Dashboard and reporting development connected the data layer with the user experience. These interfaces help present the information needed to evaluate a market or investigate a property-related question.
Collect external information
Store and enrich records
Search and calculate
Review dashboards and reports
TECHNICAL PERSPECTIVE
Behind the experience
Laravel, React, JavaScript and MySQL connect DenSwap’s interactive interface with server-side data processing. The development scope spans API-driven collection, record enrichment, calculations, search and reporting. Keeping these parts connected allows the platform to turn external information into data users can explore through dashboards.
PRACTICAL VALUE
What the delivery supports
DenSwap brings data collection and analysis into a single product workflow. Users can move from searching records to reviewing calculations and reports, while the platform automates the collection and enrichment that support those views. This is the foundation for evaluating property information through a consistent application.
INSIDE DENSWAP
From market insight
to opportunity discovery.
A closer look at the website and marketplace experience.
01 / The DenSwap websiteView full size ↗
02 / Marketplace discoveryView full size ↗
More work to explore
HR TECHNOLOGY / EMPLOYEE ANALYTICS
Connecting employee reviews with meaningful analytics.
An employee management platform with review workflows, analytics, and role-based administration.
Explore ORPECT
REAL ESTATE / COMPLIANCE WORKFLOWS
Bringing property compliance workflows together.
Operational workflows for property compliance requirements, documentation, tracking, and reporting.
Explore ReDocsYOUR NEXT CHAPTER STARTS HERE
Let’s build
something that matters.
From the first MVP to your next stage of growth, SpartanBots helps US businesses build SaaS platforms, marketplaces, multi-tenant applications, and AI-powered products.
01 / Tell us what you have in mind
Share your idea, existing product, or workflow. Include the users you serve, key requirements, and any target timeline.
02 / Make the next step clear
We’ll discuss your goals, technical requirements, and release priorities so the scope is grounded in your business needs.
03 / Build with a practical plan
Start with focused product development, extend your current platform, or bring specialist engineering into your team.