Genie automates data access to alleviate expert workload.
automation
42 tracked signals on automation.
Genie One enables users to automate regular reporting with custom skills.
“Super easy, super simple.”
The Grout Guy adopts AI with Salesforce's Agent Force to scale operations.
“Salesforce has been a godsend.”
Databricks and Amazon Quick automate retail replenishment via demand forecasts.
AI greatly enhances design efficiency for large-scale events.
“It's basically automation and we get to that in the later part of this talk.”
Amazon Quick Automate simplifies RFI questionnaire workflows for enterprises.
Agentic automations improve enterprise business processes by adapting contextually.
“The process matters more than the technology.”
Amazon Bedrock AgentCore automates architecture documentation with autonomous agents.
AI-native services companies will rebuild trillion-dollar industries like law, tax, and insurance by delivering outcomes rather than co-pilots.
“Some of the biggest companies of the next decade won't be software businesses at all. They'll be services companies like insurance carriers and law firms rebuilt from scratch with AI doing most of the work.”
Microsoft makes Routines in Foundry Agent Service generally available for scheduled and event-driven agents.
“Routines bring managed agent execution into Foundry Agent Service.”
AI agents enhance customer service by streamlining assistance across various brands.
Databricks launches Genie One, an AI coworker that connects to enterprise data and apps to deliver accurate insights and automate actions.
“Genie 1 is an AI co-worker that can connect to all of your data and all of your apps so that everyone in your organization can get insights and even automate action.”
Radical AI uses self-driving labs with an 'AI scientist' to accelerate materials discovery over 10x.
“In materials, the ground truth is the material itself. You have to be able to test it and characterize it.”
Evidence rejects the narrative that AI capabilities will cause mass software-engineering layoffs.
“If writing code isn’t the bottleneck, what is?”
GitHub is launching Agentic Workflows in public preview, letting developers define automation in markdown instead of YAML.
“instead of having to know YAML for actions, you can define your workflows in markdown, you can even use copilot to create those markdown files that then can be compiled into an agentic workflow”
OpenAI is repositioning Codex from a coding tool into a general productivity tool for everyone.
Type Safe's Jev model targets the gap between AI intelligence and real software automation
“we build a product, not a god”
Databricks built an agent-based system to automate its internal security review process beyond prior automation.
LangChain adds cron-based schedules to Managed Deep Agents for recurring, tool-invoking messages delivered to Slack.
“Schedules can be configured and added to your agent to allow it to send recurring or regular messages that invoke its tools or leverage context that it has available.”
GitHub Next argues AI's greatest value is enabling team collaboration, not multiplying individual productivity
“the greatest value doesn't come from multiplying me into more me. It comes from enabling groups of people to do more.”
Core Automation aims to maximize human agency, not remove humans from AI research loops
“most automated lab in the in the world”
OpenAI report maps how AI could automate, grow, or reshape jobs across EU occupations.
Your job is no longer to build software faster, but to help your coding agent build software faster by closing the loop.
“it's all about closing the loop”
OpenAI and partners built a self-improving tax agent using Codex that automates filings
Databricks demonstrates turning a Genie One workflow into a reusable agent that automates recurring blog-performance reporting.
“I don't need to add additional levels of detail... Genie already knows in the context of my organization what I mean and what is important to me.”
AI agents can rebuild food systems by automating tasks like pasture rotation for grass grazing.
“I use artificial intelligence agents all day long. I didn't remember any of the syntax. I don't know any specific programming language, but I'll develop something this weekend.”
Hugging Face engineer uses agents to automate migrating research model weights to the Hub
“Yeah, migrating the weights uh from Google Drive to Hugging Face actually makes perfect sense.”
LangChain Managed Deep Agents enables scheduled autonomous agents with Slack and custom tool integrations
“This agent honestly saved me a ton of time. I use it every day to stay on top of the conversation.”
A nightly cron prompt can automate dependency rebasing and validation via coding agents
“Set up a nightly cron job that executes the prompt: fetch upstream changes to the <software> and rebase all local changes on top of upstream. Check that the software works as intended and replace the current version.”
YC is recruiting founders to build AI-native financial compliance infrastructure replacing manual workflows
“This is an AI-native problem.”
Mutagent proposes an 'Agentic AI engineer' that automates the build-test-deploy-monitor loop for building AI agents at scale.
“the bottleneck basically becomes the human review and the human yeah, building time”
Cara delivers domain-specific, AWS-native AI to automate back-office workflows for enterprise insurance brokerages.
“Generic AI tools are not designed for this complexity.”
AWS pitches generative AI to automate healthcare prior authorization, citing $262B in annual denied claims.
“93% of the physicians reported that prior authorization causes care delays, and that number hasn't budged since 2021.”
AWS Bedrock Data Automation adds blueprint instruction optimization to auto-refine document extraction accuracy from 3-10 examples.
“You provide three to ten example documents with expected values, and BDA refines your blueprint instructions to improve accuracy in minutes, not weeks.”
As AI drives the cost of building software toward zero, developers must find what remains defensible.
“if the cost of building software is approaching zero does that means that the value of building software is also approaching zero”
AWS's PACE team built a system that turns live sports broadcasts into verticalized clips in under 30 seconds for Fox Sports.
“it's like a endto-end system that takes a live sports broadcast and automatically produces verticalized video clips in under 30 seconds”
AWS combines IDP Accelerator and Quick Automate to fully automate mortgage document pipelines
Robotics replacing blue-collar workers remains far off due to unstandardized physical environments
“if robotics is going to do what we're doing with these companies today, every single of those buildings need to be either 3D printed or completely like standardized. I don't see that happening.”
Amazon Quick automates customer retention pipelines, shrinking churn-response time from five days to minutes.
“Automating customer retention workflows in Amazon Quick can turn a five-day churn-response cycle into one that takes minutes.”
Sciene built an autonomous Customer Success platform on Databricks to scale relationship-centered work.
Circleback pitches AI meeting recorder as a connectable 'company brain' for enterprise workflows.
“essentially use it as your company brain that remembers everything”
Google I/O attendees debate whether spending hours to automate a 2-minute task is a red or green flag.
“Green flag, honestly. Might You only have to do it once, but someone else might have to do it a bunch of times.”