CRM Data Cleansing: How to Fix Your Messy Contact Database
CRM data cleansing is the process of fixing duplicate, outdated, and incorrectly formatted records in your customer database. With 70% of CRM data going bad annually and poor data quality costing businesses $13.5 million per year on average, cleanup isn’t optional—it’s survival. Ever spent your weekend fixing spreadsheets because your CRM data was so messy […]
The 13 Best Augmented Analytics Tools (in 2025)
Augmented analytics tools use AI and machine learning to automate data preparation, generate insights automatically, and let non-technical users query data in plain English. These platforms reduce the 80-90% of time typically spent on data prep, helping teams focus on actual analysis and decision-making. If you’ve ever spent three weeks cleaning a dataset just to […]
Airbyte vs Fivetran: Which One Is Best (in 2025)?
You’re trying to move data from your business applications into your data warehouse. Fivetran keeps showing up in your research, but the pricing seems complicated. Airbyte looks appealing because it’s open-source and “free,” but you’re wondering about the catch. The short answer: Fivetran is built for enterprises with dedicated data teams and predictable budgets. Airbyte […]
13 Best Fivetran Alternatives in 2025 (Ranked & Reviewed)
Fivetran’s March 2025 pricing changes caught many teams off guard. The new Monthly Active Rows (MAR) billing model has created unpredictable costs that can spike 3x overnight if you misjudge your data volume. If you’re researching Fivetran alternatives, you’re probably dealing with bill shock, implementation complexity, or both. This guide compares 13 proven alternatives to […]
The 13 Best Matillion Competitors & Alternatives (in 2025)
Tired of Matillion’s unpredictable costs eating into your budget? You’re not alone. Sure, Matillion’s a solid cloud-native data platform, but let’s be honest, that $1,000+ monthly price tag hits different when you’re trying to scale your team. And don’t get us started on those credit-based charges that seem to multiply faster than rabbits. Here’s the […]
Fivetran Pricing Guide 2025: Costs & Plans Broken Down
Fivetran pricing guide 2025: Complete breakdown of MAR costs, hidden fees, and better alternatives. Compare plans and find cheaper options starting at $19/month.
8 Best Data Cleaning Software Tools (2025 Comparison)
Data cleaning software automates the process of fixing errors, duplicates, and inconsistencies in your datasets. The right tool can save your team hundreds of hours while ensuring data quality that drives better decisions. If you’re spending more time cleaning data than analyzing it, you need dedicated software. Most teams waste 80-90% of their time on […]
Snowflake Pricing Guide 2025: Complete Cost Breakdown
Complete Snowflake pricing guide for 2025. Understand costs, credits, storage fees, hidden charges, and real examples. Compare alternatives and optimize your budget.
Inaccurate Data: How to Spot and Fix It Fast (2025 Guide)
You’re presenting quarterly numbers to the board. Halfway through, you realize some of the data is wrong. Or your marketing team discovers they’ve been targeting customers who haven’t been active for months. These situations happen more often than anyone wants to admit. According to Gartner, inaccurate data costs organizations $12.9 million annually. That’s just the […]
RapidMiner Pricing Guide 2025: Costs & Plans Breakdown
You’re researching data science platforms. You probably noticed RapidMiner doesn’t list prices on their website. That’s usually a sign costs can vary significantly. It often means pricing conversations happen during sales calls rather than upfront. RapidMiner pricing typically starts around $2,500 per user annually. Enterprise plans require custom quotes that often begin around $50,000 per […]
