MEDC Selects Intellectible to Automate Economic Development Operations
- Jesse Lozano
- Nov 15, 2025
- 2 min read
We are proud that the McKinney Economic Development Corporation (MEDC) has partnered with Intellectible.

MEDC has deployed our Knowledge Engine to modernize their application review and operational workflows. They are moving from manual document processing to AI-driven analysis. This sets a new standard for how economic development organizations operate. Ultimately, it delivers speed and precision to the businesses that fuel their city’s growth.
About MEDC
The McKinney Economic Development Corporation (MEDC) is the driving force behind the economic growth of McKinney, Texas. As a statutory nonprofit funded by sales tax, their mission is to lead the broad-based expansion of the city’s business tax base and promote sustainable growth. They are the team responsible for attracting new business, supporting corporate relocation, and enhancing the quality of life in one of America's fastest-growing communities.
The Challenge: Speed at Scale
Economic development involves a mountain of complex documentation. From incentive agreements and grant applications to site selection criteria and compliance reports, the MEDC team manages critical data that determines the future of the city. Reviewing these documents manually is time-consuming and creates bottlenecks. MEDC needed a solution that could match the rapid pace of McKinney’s expansion without sacrificing accuracy or oversight.
The Solution: The Knowledge Engine
MEDC chose the Intellectible Knowledge Engine to automate the heavy lifting of application review. Instead of relying on human analysts to read every line of every submission, the Knowledge Engine ingests, understands, and validates documents automatically.
With the Knowledge Engine, the MEDC team can:
Automate Compliance Checks: Instantly verify that grant applications and incentive requests meet statutory requirements before a human ever touches them.
Accelerate Decision Making: Reduce the time between a business applying for support and receiving an answer, giving McKinney a competitive edge in attracting top-tier companies.
Standardize Review Logic: Ensure every application is evaluated against the exact same criteria, eliminating subjectivity and reducing risk.
Unlock Data Insights: Turn static PDF applications into structured data, allowing the team to spot economic trends and opportunities faster.
What this unlocks for MEDC
By operationalizing the Knowledge Engine, MEDC can:
Fast-Track Corporate Relocations: Speed up the administrative side of landing major headquarters, getting deals done while other cities are still reviewing paperwork.
Focus on Strategy, Not Paperwork: Free up their economic development directors to spend more time building relationships with business leaders and less time auditing forms.
Scale Without Overhead: Handle an increasing volume of inquiries and applications as the city grows, without needing to linearly increase headcount.
Building the Future, Faster
The McKinney Economic Development Corporation is proving that government entities can be just as agile as the startups they attract. We are honored to provide the AI infrastructure that helps them build the future of McKinney.
Is your organization buried in applications, grants, or compliance documents? Stop reviewing them one by one. Contact Intellectible today, and let us show you how the Knowledge Engine can turn your backlog into a competitive advantage.