The Pragmatic AI Podcast
Most AI conversations stop at the hype. This one starts where the work actually happens. Join our Head of Product Growth, Mehrad Karamlou, as he dives into real in-production AI stories from Kolena's customers.

98% AI Accuracy or Nothing: How Longhorn Investments Underwrites Loans with AI, with Jeremiah Garza
Underwriting a DSCR loan meant four to five hours of manual review across 10 to 30 documents: bank statements, credit reports, appraisals, flood certificates, title commitments. Jeremiah Garza brought Kolena one problem statement. Get a file underwritten in under an hour.

Building AI Agents Across Multifamily Operations | Brian Murphy, President of Newbury Residential
How Newbury Residential Adopted AI Across Invoicing, Compliance & Leasing | Brian Murphy, President of Newbury Residential

AI Lease Abstraction in CRE: 5 Minutes vs. 5 Days | Jeanette Oliver, CFO of Levin Management
Reviewing a commercial lease by hand means working through 30 to 40 pages of dense legal language — and doing it again for every property in the portfolio. Across 125 properties, that used to take days per lease.

How Highview Insurance Cut Underwriting from 4 Hours to 5 Minutes with AI | Todd Woodburn
What does AI actually look like when it's deployed in a 20-year-old underwriting workflow? In this episode, Todd Woodburn — Underwriting Supervisor at Highview Insurance — walks through the exact process that took his team from 4 hours of manual loss run analysis down to 5 minutes, and how that shift let them double submission volume with a smaller team.
Trusted by Industry Leaders
Trusted by Leading Enterprises
Real estate firms, insurers, banks, and financial institutions cut turnaround times by 80%+ with Kolena's AI-powered document automation.
Reasoning you can trust. Results you can explain.
Ready to see Kolena in action?
Try Kolena on your own documents — or let our team walk you through how it fits your workflows.
- Free 2-week trial
- No setup fees
- Enterprise support