Blog & Insights On Applied AI

What to Measure in the First 90 Days of a Claude Rollout

Seats activated is the wrong Claude rollout metric. Tarun Thummala on what to track in the first 90 days: active users, workflows, hours, cost.

Claude Deployment Trends 2027: What Blackstone's Bet on Claude Services Means for Mid-Market PE

Blackstone and Anthropic launched a Claude services firm. Tarun Thummala on the 2027 Claude deployment trends mid-market PE sponsors should plan for.

A Claude Rollout Without Connectors Is a Chat Window With a License Fee

A Claude rollout pays off when it can reach your CRM, ERP and data room. Tarun Thummala on why connectors decide what your Claude seats are worth.

The Buyer's Guide to Claude Deployment & Configuration That Performs

A buyer's guide for PE leaders on Claude deployment: Team vs. Enterprise, five deployment options, partner questions, and how to measure performance.

How to Deploy and Configure Claude Enterprise Across Your Portfolio Companies

A 4-step guide to deploying Claude Enterprise across portfolio companies: one reviewed baseline, one security review, a repeatable rollout, central visibility.

The 15 Best Claude Deployment Partners for Private Equity in 2027

Rolling Claude out across a portfolio? Start with the 15 best Claude deployment partners for private equity firms in 2027, ranked by setup speed and security.

A Commitment To Engineering Excellence and Ownership at PressW

As we continue to grow, we're excited to announce a bunch of new faces in the office. We saw incredible growth through Q2, and the signals for Q3 look great, which lets us keep investing in our team.

The 4 AI Proficiency Levels: Where Do You Fall and How to Reach L4 Faster

Our AI maturity framework for operating partners and portfolio company leadership — what each stage looks like, where most firms stall, and how to benchmark your own organization and personal usage.

H1 2026 | We've been building our empire - up 129% and counting

Co-Founder & CEO Tarun Thummala reflects on the first half of 2026, while staying laser-focused on what's ahead for the PressW team.

Why Regulated Industries Need AI Agents, Not Just Automation

Simple automation breaks down in compliance-heavy environments. Here's why AI agents with reasoning capabilities are the future of regulated operations.

How To Write A Good Prompt for Claude & ChatGPT: What You Need To Know

How memory works in large language models

Making Your Own Custom Chatbot

Master Guide to Blog Resources - LLM-Centric

Technical AI Prompt Writing for Clinical Trial Research

Improving User Experience of LLM Applications through Streaming and User Engagement Tricks

Architecting LLM Systems for Chatbot Services & Intelligent Company Databases

How to Create Your Own OpenAI GPT - Personalized Conversational AI in Minutes

What is a LLM? (Large Language Model)

Navigating Open Source vs Closed Source AI: A Concise Analysis