{{first_name | Leader}}, welcome back.
Did you know close to half of agentic AI builds will be abandoned by 2027? The main takeaway: enterprises need simpler workflows and tighter integration plans before scaling (more on this ahead).
Today’s updates:
Build production-ready AI agents by applying proven patterns and securing authorization.*
Replit’s Design Mode leverages Gemini 3 for instant AI-powered UI creation.
Google’s Nano Banana Pro upgrade sets a new standard for AI image generation.
OpenAI’s ChatGPT now offers global group chat for all tier users.
Tools, resources, and a prompt to decide where to cut, protect, or increase spending to get the highest ROI next quarter. ⬇️
Complex architectures, no evaluation framework, security as an afterthought. These are the patterns that kill enterprise AI agents before they reach production.
This playbook reveals the five proven patterns from dozens of enterprise deployments, plus the three signals that identify which tasks need agents vs. traditional automation.
The missing piece for production? Secure agent authorization. WorkOS provides OAuth 2.1 for MCP servers plus enterprise auth features (SSO, SCIM, RBAC) that let AI agents access your systems safely.
Replit launches Design Mode for instant AI UI creation
Replit introduced Design Mode, an AI assistant powered by Gemini 3 that converts simple prompts into full interface layouts. It generates typography, color systems, and polished screens ready for deployment, with live demos showing complex websites built in a single prompt.
This speeds up prototyping and reduces dependency on long design cycles. Product, growth, and engineering teams can test ideas faster, ship experiments sooner, and unblock workflows that usually wait on design resources.
Google upgrades Nano Banana Pro for precision image generation
Google’s Nano Banana Pro received a major upgrade with improved world knowledge, accurate text rendering, and clearer translations inside generated visuals. It can now produce complex infographics, product mockups, and studio-grade assets with higher fidelity.
This means faster creative production and better control over brand visuals. Gemini integration also improves authenticity detection, helping teams validate AI-generated content as more enterprises move toward AI-driven creative workflows.
ChatGPT rolls out global group chats
OpenAI launched global group chats for ChatGPT across Free, Go, Plus, and Pro tiers. Users can invite colleagues via a link, collaborate in shared threads, and maintain individual memory privacy across the group.
It introduces a lightweight collaboration layer directly inside ChatGPT. It helps cross-functional groups brainstorm, plan, and document ideas without switching tools, making ChatGPT more relevant in everyday workflows.
Productivity Tools
⚡ Amplemarket – AI sales platform for finding prospects and sending personalized outreach.
📄 Otio – Summarizes documents and links and helps you write or edit with AI.
🧱 Stack AI – No-code platform for creating AI assistants, chatbots, and automated workflows.
🐞 BugHerd – Easy website feedback tool for tracking bugs.
Get featured tomorrow: How do you use AI for business/personally? Interesting stories will be shared with 100K curious readers.
Useful Resources
Discover why AI-assisted coding no longer guarantees a competitive edge and what to focus on instead.
Use Theory of Change templates to connect long-term goals with measurable business outcomes.
Learn how autonomous ChatGPT agents are reshaping workplace efficiency and task execution.
Understand the inner workings of chatbots with a simple visual guide for non-technical readers.
Explore new in-chat purchasing workflows that turn AI interactions directly into transactions.
💰 Funding
Tata Consultancy Services secured $1B from TPG to accelerate its global AI expansion and platform investments.
Numerai raised $30M to scale its AI-driven hedge fund and expand model training capabilities.
💼 Roles in AI
🐦 Airbnb’s AI Strategy
Budget Reallocation Optimizer
When to use this?
When you need to decide where to cut, protect, or increase spending to get the highest ROI next quarter.
You are a strategic finance partner.
Review the spending summary below and recommend how to redistribute the same total budget for better business impact.
Include:
Areas to increase investment (with reason)
Areas to reduce or pause (with risk level)
Expected ROI shift after reallocation
A 2-line executive summary for leadership slides
Output format:
| Category | Current Spend | Recommended Change | Rationale |Correct Input Style:
“Marketing – $1.2M (brand campaigns)
Sales Enablement – $600K
AI Ops – $400K
Events – $300K
Customer Retention – $500K
Goal: improve pipeline efficiency and customer retention without increasing total spend.”
P.S. Get more such prompts in the Prompting Playbook (free for you)
Q. By 2027, what share of the typical AI stack is expected to be custom-built vs. vendor-supplied?
Answer: By 2027, the typical AI stack is likely to be predominantly vendor-supplied at foundational and infrastructure levels.
Stay curious, {{first_name | leaders}}
PS. If you missed yesterday’s issue, you can find it here.