Transform Operations with Managed AI
Start Your AI JourneyUnlock Hidden Value in Your Data with GenAI
Turn your proprietary data into actionable intelligence. See firsthand how GenAI can drive smarter decisions and streamline operations—without compromising on data security.
Start Your AI JourneySimplify Property Management with Custom Solutions
Streamline your business with tailored tech solutions. We help you manage properties more efficiently, so you can focus on growth.
See How We Can HelpAI-First Transformation for Real Estate & PropTech
From data silos to scalable intelligence. We help real-estate leaders re-engineer how their organizations use data, people, and technology. Through Managed AI Services (MAIS), we combine consulting, engineering, and continuous operations to make AI perform—not just check a box.
Real Estate Unstructured Data ReadinessCore Capabilities
Focused on the areas where AI creates lasting impact.
AI Assessment & Strategy
Define your AI priorities, assess data maturity, and uncover high-impact opportunities.
We help leadership teams align goals, governance, and ROI from concept to scale.
Real Estate Data Architecture
Unify property, lease, financial, and IoT data into one governed and user-friendly environment.
We build data pipelines and APIs that turn fragmented assets into actionable insights — fueling analytics, forecasting, and ESG intelligence.
Intelligent Automation & Operations
Automate key workflows — underwriting and portfolio management, leasing and acquisitions, smart building operations, and accounting.
AI copilots handle repetitive tasks, reducing costs and accelerating decision cycles portfolio-wide.
Predictive & Tenant Intelligence
Deliver personalized, AI-powered experiences for tenants and other stakeholders.
Use predictive models for rent, occupancy, and maintenance forecasting — and make every interaction proactive.
Trusted and Integrated with Leading AI & Data Platforms
How We Deliver with MAIS
Managed AI Services (MAIS) is our end-to-end framework that enables enterprises to scale AI securely and continuously:
AI Assessment & Roadmap — evaluate readiness and define measurable outcomes.
Rapid Prototyping to Production — build and deploy AI solutions in weeks.
Integration & Governance — ensure security, privacy, and compliance.
Managed Operations — monitor performance and optimize costs with SLAs.
Continuous Improvement — update models, tune prompts, and report on ROI.
Proven Impact
We deliver measurable results across property, operations, and finance:
Up to 90% faster lease processing, 50% lower admin effort
3–5% NOI uplift through predictive operations and dynamic pricing
30% energy savings via AI-optimized building performance
Continuous ESG and compliance alignment
Explore how Generative AI is transforming real estate compliance — and how your team can take advantage.
Get StartedReal Estate Practice Leadership
Tony McGibbon
Head of Real Estate Practice
Minneapolis, MN
Tony McGibbon is a leading figure in Real Estate and PropTech, heading the Real Estate Practice at First Line Software. With extensive leadership experience in sales and advisory roles, and a triple major from the Wisconsin School of Business, he is recognized for his strong industry expertise and network.
Our Achievements in Action
30+
Combined Years of Technology Experience
1000+
Custom Software Projects Delivered
100s
Of Satisfied Clients
98%
Client Retention Rate
Clients Love First Line Software
Their expertise in the solution definitely made the difference.
I want to express my gratitude for all of your team’s hard work, support and extra help. We are very grateful for all that you have done for us.
Senior Project Manager
A US specialty digital design and web development agency
The team we put together in the last half of this year is one of the most productive, skilled and enjoyable i’ve ever worked on. It’s great to see the product brought to life, and i’m proud to work with all you folks.
Senior Architect
A Fortune 100 Company
They are very good at understanding the requirements but more importantly they can think about the future requirements and future proof your project.
Qi Li
Physician Executive, Product Development At Intersystems
We’ve all learned a lot from you, and it is great working with you.
Application Development Director
A global marketing company
I would like to thank the First Line development team for their dedication and high level of quality in their work. Your team has been a major part of why we have been successful thus far.
VP Engineering
eLearning startup
The First Line team has an excellent process and we can learn from your team and improve.
Product Owner
Strategic Software Consultancy
Explore Our Real Estate Expertise
Ready to Start Your AI-First Journey?
The question isn’t if you’ll use AI — it’s a matter of spotting the right
opportunities and scaling across the organization.
Start with an AI Assessment to uncover where AI can transform your real-estate operations.