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Omni Semantic Layer Architecture: AI Agents and the Future of Analytics
Giving an AI agent access to your database is the easy part. You now need to get it to return answers your team can actually trust, and also write those answers into the tools developers already use. This is the architecture challenge and I will show you how to solve it with the Omni semantic […]
Can you trust enterprise AI? Only if you have a semantic layer.
Every executive team is asking the same question right now: how do we turn our AI investment into better business decisions? The ambition is there; so are the budgets and the tools. But the results do not match expectations. When looking for the reason, people tend to think the model is wrong or there is […]
Infinite Lambda named Fivetran Consulting Partner of the Year for EMEA (2026)
Infinite Lambda has been named Fivetran 2026 EMEA Partner of the Year for Consulting. This is our fourth recognition from Fivetran, highlighting our continued excellence in helping organisations integrate data efficiently and reliably, while enabling teams to access the insights they need to power enterprise AI projects. The Fivetran Partner of the Year for Consulting […]
How to generate synthetic data with an LLM
In this article, we will show you how to build a scalable, safe, and realistic synthetic data generation system. To do this, we will be using a self-hosted LLM via a LangChain-based producer-consumer workflow. In order to ensure privacy compliance, we will leverage differentially private data generation. Why you need synthetic data generation at scale […]
Informatica vs dbt: The Ultimate Comparison
After more than two decades of honourable service, Informatica PowerCenter is approaching end-of-support. During these years, on-premise, visual, point-and-click tools have also lost the battle to code-driven, cloud-native alternatives, especially in the enterprise arena. Now, enterprise AI ambitions are giving data leaders the ultimate mandate to overcome the traditional enterprise inertia, and do the jump […]
How to Scale Postgres to Kafka: Snapshotting 1.5 bn Rows Without Crashing Production
Replicating data from a critical operational PostgreSQL database into Kafka at scale is not a trivial challenge. When datasets reach billions of rows, performing a naive full snapshot can overwhelm and degrade the performance of production databases. At Infinite Lambda, we faced this challenge when replicating close to 300 tables from a Postgres database into […]
Snowflake Intelligence Is Here: Now Your Data Can Finally Talk
In most organisations, data is abundant, and yet trusted insights remain scarce. Nearly 40% of CFOs say they cannot fully trust their organisation’s data1. At the same time, consultancies note that dashboards are reaching the end of their usefulness, with static dashboards likely to give way to intelligent conversational systems2. Against this backdrop, Snowflake Intelligence […]
Modern Data Platform Adoption: The Human Side of Migrations
Cutting-edge data platforms open new doors to businesses, as they enable enterprise AI and inform strategic decisions. However, successful transformation takes a holistic approach to the modern data platform adoption that goes far beyond the technology itself. While many enterprises invest heavily in modern data platforms on the cloud, they often struggle to see tangible […]
Manage Fivetran Connectors with Terraform: Step-by-Step Guide
In recent years, Fivetran’s plug-and-play connectors have made data ingestion incredibly easy, helping you sync data from databases, SaaS apps, and files into your warehouse. For data teams that need speed, reliability, and minimal setup at the beginning, Fivetran is often the first choice. Engineers and analysts love it alike because it works like a […]
Real-time purchase intent prediction with ML inference in Snowpark Container Services
Websites tend to reflect the local markets. In Southeast Asian traditional markets, two things are certain: Bargaining Vendors’ talent of reading micro-expressions on a passerby to predict the likelihood of purchase. The combination of these two means that vendors can intervene with a better offer in the right moment, before they lose a potential customer. […]
Data platform migration beyond the tech stack: Patties Food Group
Data teams often find themselves balancing business needs against budget constraints and limited headcount, not to mention the increasing pressures to catch up with ever-changing technologies. If you have a three-person data team that maintains hundreds of tables & serves thousands of reports for internal and external stakeholders, the challenge multiplies with a tech stack […]
Tag-Based Masking in Snowflake Using Stored Procedures
Data protection crucial when you are handling your clients' personally identifiable information (PII). Building a robust strategy to protect PII can sometimes prove challenging, as you need to strike a balance between very specific requirements and technical considerations. In this article, we will show you how to implement tag-based masking in Snowflake using stored procedures, […]