Blog

Unbounded Token Consumption: How Not to Burn All Your Money on LLM API Costs

One malicious prompt can cost 3,000x more than a normal request. Here's how Denial of Wallet attacks work, and how to set the guardrails to avoid runaway LLM costs.

Enterprise AI Security: A Comprehensive Guide for Organizations Deploying AI at Scale

AI projects are outpacing security maturity. This enterprise AI security guide covers every layer: data, architecture, governance, cost, and adversarial threats.

Agentic BI: How We 10x Time to Insight by Baking Claude Into Data Workflows

The classic BI pipeline is disrupted beyond repair. By integrating Claude and moving to an agentic BI workflow, we’ve shifted from manual reporting to high-level context engineering.

Agentic System for DataOps: Building Self-Healing dbt Pipelines

Engineers spend hours resolving job failures, most of it is gathering context. We built an AI agent for data ops to cut this waste. Currently in production, with guardrails and grounded in KB.

Practical UX Patterns for Private Equity AI Tools

In successful AI apps, UX and AI are inseparable. A shiny interface with a weak engine generates bad outputs. Great AI with poor UX will not have any users. Let’s take a look at how to strike this balance.

6 Hard Questions About the Impact of AI on Your Workforce

Research-backed answers on AI adoption, job transformation, and employee resistance. What the data reveals about layoffs, automation, and workforce planning.

Context is King: UX Design for Private Equity AI Tools

A tool that fits one private equity firm might completely derail another. UX designers must keep specific users in mind while fulfilling specific requirements of a highly sensitive industry. Here’s how we do it.