Systems | Development | Analytics | API | Testing

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

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.

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

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.

The Missing Piece of Your AI Strategy: Data at the Edge

Companies everywhere are rushing to deploy AI models to outpace the competition, but they are running headfirst into a brutal reality check: an AI model is only as brilliant as the data feeding it, and most data simply isn't AI-ready. The high-value, real-time data required to power these models doesn’t live in a pristine, pre-formatted cloud data warehouse. It is generated in the physical world on factory floors, inside hospital rooms, and at point-of-sale terminals.

The Best Tier 1 SOC Automation Tools in 2026

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.

Beyond Static KPIs: Leveraging Augmented Analytics for Predictive Business Growth

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.

How Digital Transformation Can Benefit Your Real Estate Business

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.

Top 10 Reasons to Invest in Product Experience Management (PXM) Software

Implementing a PXM solution provides numerous benefits to your organization, from improving efficiency to increasing sales, reducing returns, and promoting customer loyalty. Today, we’re going to explore these benefits in more detail. Interested in the distinctions between PIM and PXM? See our breakdown of how they differ (but are also similar) here.

How to Use the Shopify MCP with Claude, What It Does Well, and How Databox MCP Completes the Picture

Shopify’s MCP servers give Claude real command of your store, from storefront conversations to bulk product updates. Analytics is the one job they were never built for, and pairing them with Databox MCP closes that gap.

AI Marketing Forecasting: The Plan Is Only as Good as the Data It Can See

Ask a Marketing Lead how the quarterly plan actually gets built. Not the strategy, the mechanics. The answer, in most teams, is a spreadsheet: spend pulled from five ad platforms with five different backends, pipeline exported from the CRM, last quarter’s numbers copied from a deck, targets negotiated in a separate thread. One customer described their version of it to us in a sentence that needs no editing.