More time. Less noise.

72% of enterprises don't actually have control over their AI — and yours probably doesn't eitherVentureBeatApr 22

humans&co: Most companies using AI think they have safety guardrails in place, but they don't. If you're deploying AI tools without a real audit of who can access what data and where it goes, you're exposed to data leaks and compliance problems that could cost you.

Anthropic gets $5B from Amazon, commits to $100B in cloud spendingTechCrunchApr 21

humans&co: The AI market is consolidating around a few big players with massive resources, which means the tools you use will likely come from Amazon, Google, or Microsoft—not startups. If you're evaluating AI vendors, bet on whoever has deep pockets and long-term backing, because the others may not survive to support you next year.

Google rolls out AI assistant in Chrome across seven new countriesTechCrunchApr 20

humans&co: Google's AI is now embedded in the browser millions of your customers use daily, which means AI-powered search and writing tools are becoming standard, not optional. If you're not thinking about how AI changes customer expectations and your competitive positioning, you're falling behind.

Vendor-led AI projects succeed 2x more often than internal buildsRick's Cafe AIApr 19

humans&co: A new Q1 review shows 67% of vendor-led AI deployments hit their goals versus only 33% of internal builds. If you're weighing "buy versus build" this year, the numbers say start with a proven vendor before committing your own team's time.

Cerebras files for IPO as AI chip wave hits public marketsTechCrunchApr 18

humans&co: Cerebras going public signals a round of AI chip startups looking to cash in, which usually means more hardware supply and downward pressure on pricing. Worth waiting a quarter before signing any multi-year AI infrastructure contract.

Anthropic releases Claude Design to turn prompts into prototypesAnthropicApr 17

humans&co: Claude Design creates working design mockups from a plain-English description, going head-to-head with Figma for early-stage visual work. If you pay agencies or freelancers for quick concept rounds, this is worth testing before your next brand or website brief.

Salesforce opens its CRM as AI-agent infrastructure with Headless 360SalesforceApr 16

humans&co: Salesforce now lets you run AI agents directly on your CRM data—bots that update records, send follow-ups, and trigger workflows without a human in the loop. If you're already on Salesforce, your CRM just became a place you can build automation instead of just storing contacts.

Google launches Gemini 3.1 Flash TTS with more expressive AI voiceGoogleApr 15

humans&co: Google's latest text-to-speech sounds close enough to human that it's usable for customer-facing audio: phone systems, voicemail greetings, explainer videos. Cheap enough to replace voice-actor hire for internal or low-volume content.

Chrome adds one-click AI prompt tools for everyday workflowsGoogleApr 14

humans&co: You can now save your best ChatGPT or Gemini prompts as one-click buttons in Chrome and share them across your team. If your staff writes the same emails, reports, or responses over and over, this turns that into a reusable template anyone can use.

Stanford AI Index: customer service sees 14% productivity lift, software dev 26%Stanford HAIApr 13

humans&co: Stanford's 2026 AI Index shows real productivity gains from AI, but they're concentrated in specific tasks—not a blanket boost across every role. Match your AI pilots to where the gains are documented instead of sprinkling AI everywhere and hoping for results.

OpenAI forecasts $2.5B ad revenue in 2026, scaling to $100B by 2030OpenAIApr 12

humans&co: OpenAI is building an advertising business inside ChatGPT, which means a new place for customers to find you—and a new channel you'll eventually need to buy in. Worth watching how the early ad formats work, because whoever figures them out first will have cheaper customer acquisition.

Anthropic extends Microsoft 365 connector to all Claude usersAnthropicApr 11

humans&co: Claude can now search your Outlook, Teams, SharePoint, OneDrive, and calendars—read-only, so it can't accidentally delete or send anything. A low-risk way to let AI draft replies, summarize meetings, and find old documents without handing over write access.

AI agent race triggers first wave of real-world deployment failuresTechCrunchApr 10

humans&co: Companies rushing to deploy autonomous AI agents this quarter have caused internal data leaks and costly outages when agents acted without guardrails. Whatever tool you pilot, start read-only and require human approval on any action that sends, deletes, or pays.

Gallup: half of US workers now use AI at work, up from 46% last quarterGallupApr 9

humans&co: Your employees are already using AI tools whether you've approved them or not—13% use AI daily, 28% weekly. If you don't set a policy for what's allowed and what gets your company in trouble, someone on your team is setting it for you by accident.

Meta debuts Muse Spark, its first major AI model since the $14B Scale AI dealCNBCApr 8

humans&co: Meta entered the AI race this week with a model aimed at competing with OpenAI and Google across reasoning and multimodal work. More serious competitors means better free-tier options and pricing pressure on the AI tools you already use.

Microsoft locks current Copilot pricing for SMBs before July 1 rate changeMicrosoftApr 7

humans&co: Microsoft cut the minimum license count for its 40% Copilot discount from 1,500 down to 1,000, and current pricing is locked if you commit before July 1. If you're planning to adopt Copilot this year, signing now beats the post-July rate.

NVIDIA and Marvell partner on mix-and-match AI rack architecturesNVIDIAApr 6

humans&co: The two chip giants are making it easier for data centers to build AI systems with components from both companies, which usually flows down as lower cloud AI pricing. You probably don't buy chips directly, but the AI you rent from AWS, Azure, or Google should get cheaper over the next few quarters.

MIT shows how to cut AI training compute costs without hurting performanceMITApr 5

humans&co: MIT researchers used control theory to trim unnecessary complexity from AI models mid-training, keeping accuracy while using less compute. The downstream impact is cheaper AI APIs—the same providers you use today should start passing those savings along within a quarter or two.

Microsoft launches 3 new AI models to compete with OpenAI and GoogleVentureBeatApr 4

humans&co: You're about to have more choices for AI tools, which means better pricing and features as these companies fight for your business. If you're already using OpenAI or Google's AI, now's the time to test Microsoft's alternatives to see if they work better or cost less for what you actually do.

Atlassian cuts 10% of workforce, installs two AI-focused CTOsAtlassianApr 3

humans&co: Atlassian (Jira, Confluence, Trello) is restructuring around AI—a pattern you'll see from more of the enterprise SaaS vendors you already pay. Expect pricing changes, new AI features bundled into existing tiers, and some legacy features deprecated faster than usual.

Google launches Gemini 3.1 Ultra with a 2M-token multimodal context windowGoogleApr 2

humans&co: Gemini can now take in two million tokens at once across text, image, audio, and video—enough to feed it an entire company handbook or product catalog in a single prompt. The practical impact: you can have AI answer questions based on all your internal documents without paying for a custom integration.

Microsoft commits $10B to AI expansion in Japan through 2029MicrosoftApr 1

humans&co: Microsoft is doubling down on Asia-Pacific AI infrastructure, which matters for US small businesses because it means faster AI response times and better compliance options for customers or staff in the region. Also: $10B of cloud spend is $10B not being passed to you as price hikes.

Oracle cuts 30,000 jobs to fund a $156B AI infrastructure buildoutOracleMar 31

humans&co: Oracle just eliminated 18% of its workforce to reinvest in AI data centers—the biggest single AI bet from any legacy enterprise software vendor. If you're an Oracle customer, expect AI features to roll through their products faster this year, and expect support headcount to be thinner.

Microsoft's Copilot Cowork adds multi-model workflows and response comparisonMicrosoftMar 30

humans&co: Copilot can now run two models side-by-side and compare answers—one to draft, one to critique. For business owners, this is a cheap way to sanity-check AI outputs on anything important, without hiring a second person to review.

Anthropic releases Claude Mythos 5, its largest model to dateAnthropicMar 29

humans&co: The newest Claude shows noticeably stronger reasoning and longer-form output than its predecessors. If you've been running prompts against older models and feeling frustrated with quality, it's worth re-testing the same prompts with the new version before concluding AI can't do the job.

Mistral releases Small 4, a 40%-faster open-source AI modelMistralMar 28

humans&co: Mistral's new Small 4 is open-source, Apache-licensed, and 40% faster than its predecessor—making it a realistic option for SMBs that want to run AI on their own infrastructure instead of paying per-API-call. If privacy or cost is blocking you from using OpenAI or Anthropic, self-hosting just got more practical.

Anthropic ships Claude 4.6 Opus with 1M context windowAnthropicMar 27

humans&co: Claude's context window jumped to 1M tokens — roughly 700,000 words, or an entire company wiki in a single prompt. If you've been piecing together AI answers across multiple chats, this version lets you feed it everything at once and ask one question.

Google Workspace integrates Gemini agents for document workflowsGoogleMar 26

humans&co: Gemini can now act as an agent inside Docs, Sheets, and Gmail — rewriting drafts, pulling data across your files, handling follow-up tasks. If your team lives in Workspace, this is AI arriving where work already happens, no new tool to learn.

SAP announces AI copilot for mid-market ERP customersSAPMar 25

humans&co: SAP's Joule copilot is now available to mid-market Business One customers, not just enterprise. If you run SAP for operations, you can start asking your ERP questions in plain English instead of navigating transaction codes.

Oracle expands AI Agent Studio with agentic workflow builderOracleMar 24

humans&co: If you use Oracle for operations, you can now build automations that actually adapt when something unexpected happens — no more rigid if/then rules that break on edge cases. This is worth exploring with your ops team this quarter.

Forrester: 72% of failed AI projects cite change management as root causeForresterMar 23

humans&co: The technology isn't the problem — it's the handoff to people. Most AI projects that fail do so because nobody planned for the adoption curve, training, and workflow shifts that come with the tool.

Shopify launches AI inventory predictor for merchantsShopifyMar 22

humans&co: Shopify stores can now forecast demand and auto-reorder based on sales patterns, weather, and regional trends. If you sell physical products on Shopify, this replaces the spreadsheet that's been running your reorder decisions.

McKinsey: companies that automate single processes first see 3x higher ROIMcKinseyMar 21

humans&co: The biggest AI mistake is trying to automate everything at once. McKinsey's data shows focusing on one high-friction process, nailing it, then expanding produces 3x the return of broad pilots.

Enterprise AI budgets drive 53% surge in autonomous "AI workers"Yahoo FinanceMar 20

humans&co: The average company now runs 28 AI agents and plans to hit 40 within a year. If you haven't deployed your first one yet, you're not early anymore — you're behind. The window to be a fast follower is closing.

HubSpot adds AI agent builder to CRM platformHubSpotMar 19

humans&co: HubSpot customers can now build their own AI agents for lead qualification, follow-ups, and research — no developer needed. If you're using HubSpot, this collapses what used to be a Zapier + OpenAI stack into one native tool.

Snowflake and OpenAI sign $200M partnership for agentic AICrescendo AIMar 18

humans&co: Snowflake is bringing OpenAI's agents directly into enterprise data warehouses — AI that can query, analyze, and act on your company's data without shuttling it between tools. If you've been worried about data governance with AI, partnerships like this solve that by keeping data where it already sits.