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Hone launches Engines, pitching AI that “owns business outcomes”

Hone says chatbots give answers and agents do tasks, while its Engines deliver outcomes.

Christopher ManningCM
Elad GilEG
Lulu Cheng MeserveyLC
24 Sources, 1d ago, first seen 1d ago

TLDR

Hone announced Engines as “AI that owns business outcomes,” contrasting it with chatbots that give answers and agents that do tasks. A separate post praised its approach to business problems and workflows.

Combined views

306.8K

24 Sources, first seen 1d ago

1.2K likes153 comments946 saves119 reposts

Combined views

306.8K

24 Sources, first seen 1d ago

1.2K likes153 comments946 saves119 reposts

Hone has launched Engines, an enterprise AI product it says is designed to pursue business metrics over long-running workflows. The company also announced a $60 million seed round led by Benchmark and Index.

Featured Source

How Hone says Engines work

Hone pitches Engines as a step beyond chatbots that answer questions and agents that complete individual tasks. A user points the system at a business metric, according to the company, and the Engine onboards itself, assembles the needed agents, skills and memories, works with relevant employees and improves with experience.

The company says customers have already used Engines to find procurement savings, optimize product funnels, manage credit risk, build sales pipelines and improve implementations and account management. Hone frames success in terms of business value measured in dollars rather than token use.

The launch announcement does not identify those customers or provide pricing, availability details, audited results or an independent evaluation. For now, the clearest distinction is the product's intended scope: persistent work toward a measurable business target, rather than a single answer or task.

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Related

Hone Launches to Reorganize Work Around AI Outcomes

Startup founded by ex-OpenAI and Cognition engineers launches to reorganize enterprise work around AI outcomes.

24 Sources

Hone@honeToday Hone launches Engines: AI that owns business outcomes. Chatbots give answers. Agents do tasks. Engines deliver outcomes, and we hold them responsible for creating real value, measured in actual dollars instead of tokens or vibes. You point it at a business metric, and the Engine figures out the rest. It onboards itself, builds the necessary agents, skills, and memories, collaborates with the right people, and gets better with experience. From AI leaders to global enterprises, our customers have already used Engines to: • Uncover millions in procurement savings • Optimize product funnels • Manage credit risk • Increase qualified pipeline in new territories • Accelerate implementations and improve account management To scale this impact across the economy, we’ve raised a $60M seed led by Benchmark and Index with participation from Elad Gil, Hanabi, Definition, Diffusion, Lux, SV Angel, and Align. AI’s raw capabilities are far ahead of the value it creates in the real world, and Engines will help close the gap. Here’s how they work…1d
Lulu Cheng Meservey@lulumeserveyRT @hone: Today Hone launches Engines: AI that owns business outcomes. Chatbots give answers. Agents do tasks. Engines deliver outcomes, a…1d
Everett Randle@EverettRandleLong-horizon Engines are a new & exciting step function in AI capabilities and usefulness in enterprise environments — we’re thrilled to partner with @moritz_stephan @oqbrady @CarloWillem and the Hone team as they push the frontiers of applied AI1d
Mike Volpi@mavolpiVery unique cut at AI solving real business problems & workflows. This is one of the most talented founder groups in the game. Very excited for @moritz_stephan and the @hone team.1d
Oliver@oqbradyWe believe translating frontier intelligence into economic value takes AI systems that work for the organization, own outcomes instead of tasks, and get better the longer they run. That's why we built engines. Today we're sharing some of what we've learned building them, starting with our simulation work for self-improving harnesses. A company can't be rewound. For an engine to test a change to itself, we simulate the systems and people around it and replay weeks of work in minutes. We're a small, talent-dense team of engineers who helped build frontier AI products at Cognition, Mercor, Decagon, Ramp and Midjourney. If this work is interesting to you, DM me.1d
Grace Isford@graceisfordExcited for @hone to launch their Engines product, reimagining how workflows work....they've created a set of proactive AI-native primitives supercharging workflows They're an incredible AI-native technical team from @cognition @mercor & they're hiring for many roles! 🚀1d
Chris Prinz@ChrisPrinzdon't get me wrong, i'm really excited that @hone officially launched today. but since we launched our engine AutoMOGS, it's taken both my job AND my best friend @ellenfclee!! people used to come to me when they wanted to enrich lists, run campaigns, build automations, and do analysis but now they just send a Slack to AutoMOGS. even worse - AutoMOGS will proactively Slack them with improvements to workflows and new opportunities! i'd tread lightly around bringing Hone into your organization. and if you're one of our competitors - heed my advice and just stay away!1d
Peter Fenton@peterfentonSuch an inspiration to work with @moritz_stephan and the team @hone. They saw the gap between what AI can do and what organizations can put to work—and are closing it. The shift enables orgs to go from buying tokens to entrusting AI with meaningful, long-running work that delivers real value.1d
Chad Byers@chadbyersAI that delivers business outcomes, that’s Hone. Today Hone launches Engines, a product that delivers what every enterprise actually wants with AI, but until now, they had to figure it out themselves.1d
Christopher Manning@chrmanningEngines by @hone: Exactly what the AI industry needs. A focus on creating real business value for customers. I remember @moritz_stephan super fondly as his advisor at Stanford and for his cool research there with @chelseabfinn. Best of luck on this new endeavor!1d
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    Hone

    24 Sources

    Hone@honeToday Hone launches Engines: AI that owns business outcomes. Chatbots give answers. Agents do tasks. Engines deliver outcomes, and we hold them responsible for creating real value, measured in actual dollars instead of tokens or vibes. You point it at a business metric, and the Engine figures out the rest. It onboards itself, builds the necessary agents, skills, and memories, collaborates with the right people, and gets better with experience. From AI leaders to global enterprises, our customers have already used Engines to: • Uncover millions in procurement savings • Optimize product funnels • Manage credit risk • Increase qualified pipeline in new territories • Accelerate implementations and improve account management To scale this impact across the economy, we’ve raised a $60M seed led by Benchmark and Index with participation from Elad Gil, Hanabi, Definition, Diffusion, Lux, SV Angel, and Align. AI’s raw capabilities are far ahead of the value it creates in the real world, and Engines will help close the gap. Here’s how they work…1d
    Lulu Cheng Meservey@lulumeserveyRT @hone: Today Hone launches Engines: AI that owns business outcomes. Chatbots give answers. Agents do tasks. Engines deliver outcomes, a…1d
    Everett Randle@EverettRandleLong-horizon Engines are a new & exciting step function in AI capabilities and usefulness in enterprise environments — we’re thrilled to partner with @moritz_stephan @oqbrady @CarloWillem and the Hone team as they push the frontiers of applied AI1d
    Mike Volpi@mavolpiVery unique cut at AI solving real business problems & workflows. This is one of the most talented founder groups in the game. Very excited for @moritz_stephan and the @hone team.1d
    Oliver@oqbradyWe believe translating frontier intelligence into economic value takes AI systems that work for the organization, own outcomes instead of tasks, and get better the longer they run. That's why we built engines. Today we're sharing some of what we've learned building them, starting with our simulation work for self-improving harnesses. A company can't be rewound. For an engine to test a change to itself, we simulate the systems and people around it and replay weeks of work in minutes. We're a small, talent-dense team of engineers who helped build frontier AI products at Cognition, Mercor, Decagon, Ramp and Midjourney. If this work is interesting to you, DM me.1d
    Grace Isford@graceisfordExcited for @hone to launch their Engines product, reimagining how workflows work....they've created a set of proactive AI-native primitives supercharging workflows They're an incredible AI-native technical team from @cognition @mercor & they're hiring for many roles! 🚀1d
    Chris Prinz@ChrisPrinzdon't get me wrong, i'm really excited that @hone officially launched today. but since we launched our engine AutoMOGS, it's taken both my job AND my best friend @ellenfclee!! people used to come to me when they wanted to enrich lists, run campaigns, build automations, and do analysis but now they just send a Slack to AutoMOGS. even worse - AutoMOGS will proactively Slack them with improvements to workflows and new opportunities! i'd tread lightly around bringing Hone into your organization. and if you're one of our competitors - heed my advice and just stay away!1d
    Peter Fenton@peterfentonSuch an inspiration to work with @moritz_stephan and the team @hone. They saw the gap between what AI can do and what organizations can put to work—and are closing it. The shift enables orgs to go from buying tokens to entrusting AI with meaningful, long-running work that delivers real value.1d
    Chad Byers@chadbyersAI that delivers business outcomes, that’s Hone. Today Hone launches Engines, a product that delivers what every enterprise actually wants with AI, but until now, they had to figure it out themselves.1d
    Christopher Manning@chrmanningEngines by @hone: Exactly what the AI industry needs. A focus on creating real business value for customers. I remember @moritz_stephan super fondly as his advisor at Stanford and for his cool research there with @chelseabfinn. Best of luck on this new endeavor!1d
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