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The Role of AI and Predictive Analytics in Real Estate Development

Commercial real estate is evolving, and artificial intelligence (AI) is at the forefront of that transformation. For developers, investors, and property managers, data-driven strategies are no longer optional. Predictive analytics and AI offer smarter, faster ways to evaluate development opportunities, reduce risk, and drive long-term value.

At Hokanson Companies, we’re helping clients leverage these technologies to stay competitive in a rapidly shifting landscape.

Understanding Predictive Analytics in CRE Development

Predictive analytics for real estate refers to using historical, real-time, and behavioral data to forecast outcomes in development projects. These insights can inform everything from investment timing to tenant targeting. AI models ingest and analyze thousands of data points to reveal patterns and risks that traditional methods may overlook.

Predictive analytics in real estate means developers can identify high-potential markets, assess long-term profitability, and forecast occupancy levels before a project even begins. This forward-looking approach gives decision-makers the tools they need to allocate resources wisely and reduce uncertainty at every phase of the project.

Smarter Site Selection With Predictive Data

AI has drastically improved how developers choose where and what to build. From location scoring to environmental risk detection, these tools offer a depth of insight that simply wasn’t possible before. Here’s how AI is changing the site selection process in CRE development:

Location Scoring Based on Real-Time Data

AI platforms now evaluate potential sites using factors such as local demographics, zoning laws, foot traffic, nearby developments, and infrastructure access. This allows developers to compare locations side-by-side based on projected performance and long-term growth.

Environmental and Market Risk Detection

AI also helps flag potential risks early, whether it’s floodplain proximity, regulatory red flags, or saturation in the local tenant market. This risk-based filtering saves both time and money by ensuring only viable sites move forward in planning.

Strategic Fit for Development Type

Using real estate data analytics, predictive models can determine if a site is best suited for office, medical, retail, or industrial use. Developers gain clarity before investing in design or entitlements, aligning each project to actual market demand.

Forecasting Tenant Demand and Market Shifts

Another powerful application of predictive analytics for real estate lies in understanding future tenant needs. AI platforms ingest leasing trends, regional economic indicators, industry growth patterns, and consumer behaviors to forecast what types of tenants can thrive in a particular market.

This foresight helps developers design buildings with the right square footage, layouts, and amenities to attract tenants quickly. Whether a region is showing increased demand for medical offices, flex warehouses, or co-working environments, developers can plan accordingly and stay one step ahead of competitors.

Hokanson Companies works with clients to evaluate tenant demand forecasts during early planning phases, helping ensure that developments are tailored to the market from day one. This reduces lease-up timelines and improves long-term occupancy rates.

Discover how AI and human expertise work together to shape the future of commercial real estate by exploring our blog on this evolving partnership.

Learn More

Optimizing Investment Decisions With AI Modeling

Understanding financial risk is essential to every development project. AI is playing a crucial role in modeling different investment outcomes with greater speed and accuracy than ever before.

Real-Time Cash Flow and ROI Modeling

Developers can simulate multiple development scenarios, complete with construction timelines, permitting delays, lease-up schedules, and interest rate changes. These simulations output projected cash flow and ROI over time, helping decision-makers prioritize the most financially sound approach.

Automated Budget Sensitivity Analysis

AI also performs “what if” modeling on capital expenditures, rental rates, vacancy levels, and operating costs. If one factor shifts unexpectedly, developers can quickly see the ripple effect on the overall investment.

Risk Mitigation Through Data Clarity

With clearer visibility into financial risk, developers can make more confident decisions. Hokanson Companies partners with clients to interpret AI-driven forecasts, ensuring each development is built on solid, data-backed financial assumptions.

Real Estate Technology Platforms Making It Possible

The rise of commercial real estate technology trends is fueling this shift toward smarter development. Tools like Placer.ai, Cherre, and Reonomy are collecting and analyzing massive amounts of property and demographic data, making it easier than ever to gain location and performance insights.

GIS-integrated systems can map development potential down to the parcel level, highlighting underused sites and matching them to tenant demand forecasts. Lease abstraction software powered by AI helps developers and investors identify risk clauses, renewal windows, and financial exposure across a portfolio.

Other platforms assist with virtual site tours, zoning analysis, and energy efficiency modeling, all of which support better planning and faster execution. Using AI in real estate gives developers and property managers the ability to act on timely insights instead of relying solely on historical data or subjective judgment.

Shaping the Future of Commercial Real Estate Development

The future of commercial real estate is not just about adopting AI, but integrating it into a broader strategy that includes human expertise. While AI excels at identifying patterns, quantifying risk, and streamlining decision-making, it cannot replace the value of experience, relationship-building, and local knowledge.

At Hokanson Companies, we see AI and predictive analytics as force multipliers for strategic thinking. Our role is to help clients harness these tools while adding insight, nuance, and industry context that machines alone can’t provide. It’s this collaborative human and machine model that defines success in the next era of CRE development.

Firms that embrace predictive analytics today will have a clear advantage tomorrow. From cost control and faster leasing to optimized site planning and better investment outcomes, the benefits are tangible and lasting.

Partner With Hokanson Companies to Unlock Data-Driven Development Success

If you’re ready to bring smarter insights into your next commercial development project, Hokanson Companies is here to help. We combine expert consulting with the latest innovations in predictive analytics for real estate to give clients a competitive edge.

From site selection and financial modeling to forecasting tenant demand, our team uses technology to inform every phase of the development lifecycle. Trust Hokanson to guide you through the complexities of modern CRE planning so you can move forward with clarity, confidence, and results.

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Heather N. Cagle

Vice President
hnc@hokansoninc.com

Heather Cagle joined Hokanson Companies, Inc. in 2013 as a Property Manager. Heather was promoted to the Senior Property Management team, and subsequently to Director of Property Management, where she focused her efforts on Property Management oversight of the Hokanson Companies Inc. departmental operations. In 2024, she was promoted to Vice President. Heather’s primary departmental clientele includes medical buildings, Class A commercial multi-tenant buildings, and industrial space. She oversees a team of property managers and technicians to provide services to approximately 7.5 million square feet of space in a sixteen-state geographical service area.

Heather graduated from Franklin College in 2007 with a Bachelor of Arts Degree in Journalism with a focus on visual communications and minor in Art.  She then acquired her Graduate Degree in Business Administration and Healthcare in 2011 and is also a licensed Real Estate Broker.

Heather serves by volunteering at her local Church as well as the local school system. She is currently the FCA Director for Mill Creek Community Schools. She has also illustrated a children’s book for Riley Hospital for Children as well as a children’s activity book for Indiana University.  Heather is a member of the Building Owners and Managers Association (BOMA). She chaired the Safety & Security Committee for BOMA Indiana in 2024 and was honored with the Property Manager of the Year Award at their 2023 Annual Meeting. Heather enjoys spending time with her family, cycling, and camping with her children.

Stephen J. Adams

Executive Vice President
sja@hokansoninc.com

Stephen J. Adams joined Hokanson Companies, Inc. in 2000 and now serves as the Executive Vice President for the company.  While leading the leasing and brokerage team over the past 25 + years, Stephen has grown his client list by being accountable, trustworthy and responsive at all times.  He manages his client’s corporate real estate needs from coast to coast through providing site selection, transaction advisory, tenant representation and acquisition/disposition services.

Stephen serves as the outsourced real estate partner to many major corporations and has developed long-term relationships by integrating and learning the business of his clients.  His proactive approach to cost savings has provided an invaluable benefit to his customers.  He continues to have success with both large, multinational companies and regional businesses as he earns his client’s business daily with an eye on strategic planning, both locally and nationally.

As Executive Vice President, he helps manage a team of seasoned professionals who provide expert market research, real estate knowledge, and function as a cohesive team to enhance the decision making of his clients.  Capabilities include strategic planning, market evaluation and transaction management.

Continuing the company’s history as the premier medical real estate provider, Stephen has developed relationships with the major hospital systems in Indiana, such as Indiana University Health, Community Health Network, Ascension St. Vincent, Lutheran Health, Parkview Health, Hancock Regional Health and Johnson Memorial Hospital.  In addition, representation services have been provided to many private physician groups such as OPTUM, Otolaryngology Associates, Dawes Fretzin Dermatology, Indiana Spine Group, Midwest Fertility, Northside Gastroenterology, The Surgery Center of Indianapolis, the Suburban Health Organization and the Indiana Hospital Association.

Stephen also counts several publicly traded REITS and Private Equity groups as clients.  Major investment sales experience includes on-campus MOBs at St. Vincent – Indianapolis, Indiana University – Methodist Downtown, Indiana University Health North and West Campuses, Parkview Health, Lutheran Health and various other campuses.  Also, he has completed several national, single-tenant, industrial sale/leaseback transactions including tenants such as Hershey’s, Firestone and several 3PL providers.

Stephen has devoted his time to various organizations including Noble of Indiana, Penrod Arts Society, Youthlinks Indiana, Hoosier Oncology Group, Allisonville Youth Baseball, St. Pius X School, and Cathedral High School the Governors Awards for Tomorrows Leaders.  He is also a member of the Stanley K. Lacy Executive Leadership Series, Class XXXVII.

Christopher M. Horsley

President and Chief Executive Officer
cmh@hokansoninc.com

“Working hard to make a difference to earn your business.”

Chris Horsley joined Hokanson Companies, Inc. in 1997 while completing his degree in Civil Engineering at Purdue University. Chris began his employment at Hokanson Companies in the construction area and in 2000 added Property Management to his responsibilities. Now as President and Chief Executive Officer, he focuses his efforts on construction, development, and property/facility management. Chris oversees a team of property and construction managers to provide management services to approximately 5M square feet in a 7-state geographical service area. Chris also works closely with multiple financial institutions to meet their bank branch real estate needs which includes a 140-branch system across a 3-state geographical area.

Chris graduated from Purdue University in 1999 with a Bachelor of Science in Civil Engineering. He holds a Professional Indiana State License for an Engineer in Training (EIT) and an Indiana Real Estate Broker and is a Certified Commercial Investment Member (CCIM). Chis is also involved with The Building Owners and Managers Association (BOMA) and is currently serving on the International Executive Committee and is the President for BOMA Indianapolis.

Chris enjoys spending time, working in the business, being outside, riding motorcycles, exercising, playing golf, and being with his family.

Boyd R. Zoccola

Chief Development Officer
brz@hokansoninc.com

“Your ideas become reality through our combined efforts.”

Boyd R. Zoccola serves as Chief Development Officer of Hokanson Companies Inc. With over 25 years of experience, he focuses his expertise on development of office and medical space, and corporate consulting. Boyd has been actively involved in the development of nearly $600 million worth of real estate, including client partners like IU Health, Springleaf Financial, Vectren Corporation, and Old National Bank.

Boyd’s industry involvement with The Building Owners and Managers Association (BOMA) is extensive beginning in 1994. He served as Chair and Chief Elected Officer of BOMA International, and has also served on the Executive, Finance, Medical, and Healthcare Facilities Committees. He also served and chaired numerous task forces along with being a panelist and/or speaker. Boyd’s BOMA Indianapolis experience includes positions as President, Vice President, Treasurer, Secretary, and multiple committee chairs. In addition, Boyd served as a Board Member of the Real Estate Round Table from 2011-2012.

Boyd graduated from Indiana University with a BA in Biology and is a graduate of the Stanley K. Lacy Leadership Series. Boyd has served the community through his involvement with Horizon House, Girls Inc., and the IYHA. He is a member of Second Presbyterian Church, Sigma Chi Alumni Association, Meridian Hills Country Club, and is an Indiana Real Estate Principal Broker.

Tony R. Townsley

Chief Financial Officer, CPA
trt@hokansoninc.com

“A great company has great people who are passionate about what they do! I am proud to be a part of the Hokanson Team, where we demonstrate that passion every day in helping our customers solve their Real Estate challenges.”

Tony Townsley serves as Chief Financial Officer of Hokanson Companies, Inc. Tony began with HCI in 2001, bringing with him 25 years of accounting and operations management experience including four years with Arthur Anderson. This vast knowledge has contributed to his success overseeing the corporate financial reporting, cash management, budget coordination, and year-end audit and tax responsibilities at Hokanson.

Tony graduated from Indiana University in 1985 with a Bachelor of Science degree in Accounting. He is a Certified Public Accountant, and was appointed by the Governor to serve on the Governor’s Council of Impaired and Dangerous Driving. Tony also served on the Wine and Spirit Wholesalers’ Board of Directors. Currently, he’s involved with the Merciful Help Center, and is an active member of Our Lady of Mt. Carmel Catholic Church.

Tony enjoys spending time outdoors with his family, camping, fishing, biking, and reading. Those same family values led him in publishing a children’s book titled “Three Cups”, which teaches children how to save, spend, and be charitable with their money. There are more than 50,000 copies of the book in distribution.

Jay B. Gehl

Vice Chairman
jbg@hokansoninc.com

Jay Gehl serves as Vice Chairman of Hokanson Companies, Inc.  With over thirty years of experience, Jay has been directing and managing the company’s expertise in the areas of corporate advisory work, strategic planning, tenant representation, financial analysis of leases, brokerage, and build-to-suit assistance.  He has been instrumental in assisting the efforts of several major corporations establishing or relocating their corporate headquarters and managing vast portfolios of leased and owned properties across the United States.  His attention to detail and his unparalleled customer service have been the foundation of his relationships with the institutional customers served by Hokanson Companies, Inc.

Jay has excelled in investment sales with multiple transactions each year that annually rank him as a top producing broker on a local and national level. In addition, Jay’s efforts have helped corporate clients establish or renew leases in facilities across the United States from Connecticut to California.  He has also served the international needs of his clients in six countries including a facility in Turrialba, Costa Rica with 230,000 square feet and 35 acres.

Jay’s resume includes multiple build-to-suits of logistics and manufacturing facilities.  In addition, investment sales such as the 550,000 square foot U.S. Postal Facility in downtown Indianapolis and a 450,000 square foot medical portfolio make Jay a top producer in the local market while managing a team of highly experienced real estate professionals.  The success of Jay’s business is benchmarked by the multiple transactions and ongoing relationships with customers that have remained satisfied by the level of service and the quality of the transactions resulting from his guidance.

Today Jay continues to excel at providing excellent advice and service to several customers that lead their individual industries in quality, growth, and innovation.

Stephen P. Hokanson

Chairman of the Board and Chief Executive Officer, CRE, CPM, RPA
sph@hokansoninc.com

“We put our clients’ interests first… always.”

Steve Hokanson serves as Chairman of the Board and Chief Executive Officer of Hokanson Companies, Inc. He began with HCI in 1971, and has been its President and CEO since 1983. When Steve joined the organization, Hokanson Companies was primarily focused on property management. Under Steve’s leadership, Hokanson Companies has grown to include four active divisions and five separate disciplines.

HCI currently manages over 6 Million square feet under its property management division, and has over $100 million in project management and development. Its sales and leasing division closes over $100 million in sales and leases annually, while they continue to be very active in construction management for its various clients and out-of-ground buildings.

In addition to his role at HCI, Steve has also fulfilled numerous civic and professional leadership roles locally, statewide, and nationally, including the International President of BOMA International 1991-1993. Steve’s other accomplishments include being selected for the Stanley K. Lacy Executive Leadership Series, the Eagle Scout Silver Beaver Award, the National Distinguished Eagle Scout Award, named in Outstanding Young Men in America, and the Sagamore of the Wabash award, which is the highest award given in the State of Indiana by our Governor.

Steve Hokanson graduated from Indiana University in 1969 with a Bachelor of Science in Management and Administration. Steve is a licensed Real Estate Broker in the State of Indiana, and his designations include Counselor of Real Estate (CRE), Certified Property Manager (CPM), and Real Property Administrator (RPA).