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.
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.
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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.
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Topics we watch for you include
- 🔍AI feature launches across the SaaS landscape
- 🔍Model API pricing changes and cost optimization
- 🔍Build-vs-buy analysis for common AI capabilities
- 🔍Customer expectation shifts for AI in software
- 🔍Weekly product ideas inspired by AI-native SaaS
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