Every SaaS product is adding AI — ship the features that matter
AI copilots, intelligent search, auto-categorization, predictive analytics — AI features are becoming table-stakes in SaaS. Get a brief on what to build and what to buy.
Curated from 20+ industry labs and publications
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Competitors are shipping AI features fast
Your competitive set is adding AI capabilities every sprint. You need to know what's real product innovation vs. what's an API wrapper.
Build vs. buy decisions are constant
Build your own AI features, use an API, or embed a vendor? The cost-benefit calculus changes monthly as models improve and prices drop.
Customer expectations are shifting
Users now expect AI-powered search, suggestions, and automation. What was delightful last year is table-stakes this year.
How it works
Tell us about yourself
Your role, industry, tools you use, and what you care about. Takes 2 minutes.
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AI curates your brief
Every week, AI reads hundreds of articles and picks what's relevant to your specific context.
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Scanning 400+ articles weekly
From 20+ AI labs, publications, and research outlets
Matching your context
Filtering for SaaS & Software, AI feature launches, Build-vs-buy
Ranking by relevance
Surfacing only what matters to your role and priorities
Get it Sunday morning
A concise brief with what dropped, what's relevant to you, and what to try this week.
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News Relevant to You
OpenAI Cuts GPT-4 API Prices 50% on Input Tokens — What SaaS Teams Should Do Now
OpenAI announced significant price reductions for GPT-4 API calls this week, making it cheaper for SaaS platforms to integrate advanced AI features without rebuilding internally. Teams using older pricing tiers could see immediate savings on production workloads.
Why this matters to you: Your build-vs-buy decisions just shifted—these model API pricing changes mean hosted solutions are now more competitive, so it's worth revisiting whether your custom AI implementation still makes sense.
Notion AI, Canva Magic Design, and Figma's New Generative Fill: Three Feature Launches Worth Copying
This week saw major AI feature launches from three design and productivity giants, each targeting different workflows: Notion's AI writing assistant expanded to databases, Canva launched one-click magic design for social media, and Figma shipped generative fill for design assets. These releases show where customer expectations are heading.
Why this matters to you: These AI feature launches set the bar for what your users now expect—understanding what Notion, Canva, and Figma are shipping helps you prioritize your own feature inspiration and stay competitive.
What To Test This Week
Compare In-House vs. Third-Party AI API Costs for Your Top 3 Features
Pull your current usage data for the three most AI-heavy features in your product, then model costs using OpenAI, Anthropic, and a build-it-yourself scenario (including engineering time). Run the numbers with current pricing and updated rate cards from this month.
Why this matters to you: This experiment directly informs your build-vs-buy strategy and ensures your cost optimization decisions reflect the latest model API pricing—potentially unlocking margin improvements or faster feature velocity.
AI news through the SaaS & Software lens
SaaS-specific AI coverage
We track AI feature launches across SaaS, pricing model shifts, and which capabilities are becoming customer expectations.
Build-vs-buy intelligence
Model API pricing, open-source alternatives, and embedded AI vendor comparisons to inform your build decisions.
Feature inspiration
AI features shipping in SaaS products outside your category that could inspire your roadmap.
What you get
Everything you need to stay ahead — completely free.
Personalized weekly brief
Filtered for your role, industry, and interests — not a generic roundup.
“What To Test” experiments
Actionable things you can try at work this week, tailored to your context.
“Filtered Out” transparency
See what we skipped and why, so you never miss something important.
Focus & avoid topics
Go deeper on what matters, skip what doesn’t. Your brief adapts to you.
Web dashboard
Browse all your past briefings, search across issues, and track trends.
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Save articles for later and build your own reading list over time.
Topics we watch for SaaS & Software professionals
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