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oril

AI Is Only as Good as Your Property Data: Preparing Data Foundations for AI Initiatives

Jul 27, 2026 By Ihor Kosandyak In ORIL
PropTech teams sometimes plan an AI initiative by starting with the wrong question. They ask which model to use before they can answer a more basic one: is our property data ready for any of it? AI pilots may stall not because the models underperform, but because the property data feeding them is fragmented across MLS feeds, PMS records, and CRM exports, duplicated across sources, and missing the ownership, tax, and location context a model needs to reason.
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oril

Real Rental Data & AI-Ready Infrastructure - With Jonas Bordo, Dwellsy | The Innovation Blueprint Podcast

Jul 27, 2026 By Roman Havrylyuk In ORIL
For as long as there’s been a rental market, there’s been a version of this question: is the number on the listing actually the number? Ask anyone who’s built a pricing model, a forecasting tool, or a CPI estimate on top of rental data, and you’ll get the same answer — probably not, and there was never a good way to check.
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bugfender

MCP Debugging: How to Fix Broken MCP Servers and Tools

Jul 27, 2026 By Aleix Ventayol In Bugfender
Model Context Protocol allows AI models like Claude to communicate with the outside world. But MCP debugging has been one of our steepest learning curves at Bugfender. Several different layers need to work together at the same time and if one thing breaks, it can scupper the whole workflow. That’s why we’re here today. To pass on hard-won knowledge, so you can jump the curve.
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zymr

IoT Medical Device Integration: Technical Guide to Devices, Gateways & EHR Systems (2026)

Jul 27, 2026 By Nirmal Suthar In Zymr
The Internet of Medical Things (IoMT) is growing faster than ever. According to 2026 data from The Business Research Company, the global IoMT market has reached over $124 billion this year and is on track to hit nearly $300 billion by 2030. This growth is happening because healthcare is moving outside hospital walls and into patients' homes through remote monitoring. But for engineering teams, connecting these devices is a massive headache.
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The Best Tier 1 SOC Automation Tools in 2026

The Best Tier 1 SOC Automation Tools in 2026

Jul 27, 2026 By SystemsDigest In SystemsDigest
Tier 1 SOC is alert triage, enrichment, initial investigation, and escalation. Most of this work is repetitive and hard to scale, and legacy options for automating it (e.g., SOAR) can't keep pace with modern workloads because they're engineering-led, not analyst-led or browser-based (where the actual work happens). The tools below automate tier 1 work, and all of them use AI in some way. They range from AI SOC analysts that investigate alerts the way a human would to automation platforms with AI layered on top, plus AI built into platforms you may already run.
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oril

How Digital Transformation Can Benefit Your Real Estate Business

Jul 26, 2026 By Roman Havrylyuk In ORIL
Real estate teams have no shortage of software options. The real decision is which tools are worth the operational change they require. Digital transformation in real estate means using connected digital tools and shared data to automate manual workflows, improve the customer experience, and make decisions from real numbers instead of instinct.
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yellowfin

Beyond Static KPIs: Leveraging Augmented Analytics for Predictive Business Growth

Jul 26, 2026 By Hagop Panosian In Yellowfin
In volatile markets, a KPI dashboard that only tells you what happened last week is already too late to guide confident action. Many companies have dashboards. Fewer have KPI systems that help them spot revenue shifts, retention risk, margin pressure, or supply-chain trouble before those issues hit the business hard. That gap is where augmented analytics comes in.
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speedscale

Two confident fixes missed this production bug

Jul 24, 2026 By Ken Ahrens In Speedscale
Every new signup posts a message to our Slack. The format is dull and reliable: Overnight this week one arrived like this: That trailing nothing was the entire incident. No error logs, no alerts. A returning user had signed up, our signup service had attached them to a tenant we deprovisioned back in December, and the only symptom in the whole company was a Slack message that ran out of words.
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