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17,045 products · 82,562 snapshots
Ari by Ariso

Ari by Ariso

Strong signal

AI bar raiser for the most ambitious teams

Launched 1mo ago
Signal
74
Velocity
1

What this means

Decaying
Vote pace down to 1% of launch speed.
+100%Launching in a 100% WoW growing category.
Operations had 3 launches this week vs 0 last.
50%Strong buyer-intent signal in the discussion.
50% of commenters sound like potential buyers — mostly teams.
Users are asking for handling incomplete discussions + integration with meetings.
Feature requests surfaced from the comment thread.
Recurring concerns: lack of clarity on team size support, concerns about AI vs human review.
Pain points raised more than once by different people.

Prediction

Top-5 finish probability
22%
today
Projected end-of-day votes
309range 232–417
Trajectory
decaying
Vote pace down to 1% of launch speed.

About

The greatest companies like Amazon and Uber have long used “bar raisers” to grow their talent—and now you can too. Ari helps you and your team maintain and grow a higher standard of execution by handling the work about work, tracking commitments, reporting progress, aligning communications and priorities, driving follow-through, and showing what’s working so you can double down. You and everyone gains more time and mental space for meaningful work, to tackle your most ambitious projects.

AI Summary

Ari by Ariso is a task management and operations tool designed to enhance team performance by tracking commitments, reporting progress, and aligning communications. It aims to streamline workflows, allowing teams to focus on high-priority projects.

Attention & discussion velocity

Performance

Velocity1
Vote pace vs average
Momentum1
Sustained over 6h
Virality5
Spread × engagement
Engagement43
Discussion per unit of attention

Signal sources

3 of 6 active
  • Launch tracking9 readings since we picked it up
  • AI analysisWorkflow / Automation
  • Comment intelligencethread analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.

Founders

Erica Price
Erica Price
@eekprice
rep 67
Chris Messina
@chrismessina · hunter

Topics

OpenAI DayMeetingsTask ManagementOperations

Comment Intelligence· 22 comments analysed

Sentiment

Positive60%
Neutral30%
Negative10%
Buyer intent
50%
of commenters sound like potential buyers
Audience
teams
Sentiment over 55 days
Positive
Negative
Buyer intent
Overall vibe

Overall, the comments reflect strong interest and positive feedback, with some inquiries about features and team compatibility.

Top themes
  • productivity
  • team collaboration
  • context management
Feature requests
  • handling incomplete discussions
  • integration with meetings
  • reporting progress
  • coaching based on work patterns
  • support for larger teams
Complaints
  • lack of clarity on team size support
  • concerns about AI vs human review
  • questions about decision tracking

Top comments

[REDACTED]
↑ 10

I'm Erkang, one of the people behind Ariso. We are building the AI bar raiser for your team, and the operating system that shapes the future of work. 🚀 We built Ari around something I learned slowly across engineering, consulting, leading teams, and now building a company: The hardest thing about work isn’t the work. It’s the work around it: keeping decisions from disappearing into a black box, surfacing risks early, staying clear on priorities, following through, and making sure the right people know what changed and what needs attention. As work gets more complex, that coordination layer becomes the work. Amazon and Uber use "bar raisers" to help maintain and raise the standards across the company. Ari brings that to you, automated into the daily flow of work. It connects projects, meetings, follow-ups, priorities, contacts, strategy, management, reflections, and coaching, then helps your team run the loop: Track what is happening, including commitments, decisions, tasks, and risks Report what changed and what needs attention, without endless status chasing Align people and priorities before work drifts Measure follow-through and reflect on whether it worked It's working nonstop behind the scenes. It's got your back. Here's my personal experience with Ari: One time my Ari warned me about a phishing email that I forwarded to a team member (I'm a 20+ year cybersecurity veteran). Another time it help me navigate a difficult conversation with my staff. Everyday, Ari helps me remember what happened so I don't have to -- I can just ask her whenever I need. Over time, it helps me reflect so I can improve as a leader and grow my business. It has become the second brain and the support system for me, my team, my company. It's not here to replace or to judge. It's here to give you more time and mental space for the work you are uniquely good at, while helping the team take on work that used to feel too costly to coordinate. We’re early, building in public, and listening closely. Glad to have you here. Oh btw, my team and I have built and defended the most sophisticated cybersecurity systems before, and we've built that into Ari. And we never use your data to train our model. We'll be around all day. Ask us anything 🙏 -EZ

[REDACTED]
↑ 7

@erkang and @chihan_tung walked me through Ari in the Ariso (short for Aristotle!) workspace and I was impressed. There's a lot here to get chaotic teams aligned and rowing in the same direction. The underlying premise is to delegate the work about work to robots — personal Ari-bots — so that the team can focus more on the creative, high-level, high-impact work. Ari works on each layer of the stack empowering with the individual with a personal chief-of-staff. Then there's a set of tools for managers with direct reports who need to oversee and coordinate others' work. And those tools bubble up to org-wide visibility and shared context. It's quite profound once you dig in — and I recommend you do. It's free to start, and then just $1/day after that.

[REDACTED]
↑ 4

Shawn here, founding engineer at Ariso. Ari starts as a Slack app because so much of work already happens there: decisions, questions, commitments, feedback, and the small moments that shape how teams work together. The challenge is that this context is easy to lose. Especially when switching context among tools. Important details get buried in conversations, meetings, documents, and follow-ups. As work becomes faster and more distributed, people are expected to remember and manage more than any one person reasonably can. We’re building Ari to help bring that context together while treating trust as foundational. Our architecture uses tenant-isolated envelope encryption with HashiCorp Vault, helping protect each customer’s data boundary while supporting the performance needed for real-time work. Checkout how we built the encryption system with HashiCorp: High-performance envelope encryption at Ariso.ai with Vault. I also believe the future of work will require humans to adapt in a deeper way. As technology takes on more of the operational load, people need to take greater responsibility for direction, judgment, relationships, and care. The goal is not to remove humans from the center of work, but to give them more capacity to lead well. Ari helps bring that context together for both individual and teams, so people can spend less energy searching, remembering, and coordinating—and more energy leading, thinking, and supporting their teams, less hands on touching different tools, just ask Ari to do it.

[REDACTED]
↑ 4

Hey everyone, Max here. I’m the CTO and founding engineer at Ariso. I joined @erkang in building Ariso because I’ve spent most of my career watching good teams lose time to invisible coordination work: hunting through Slack, reconstructing decisions, chasing updates, and trying to remember what someone committed to three meetings ago. Ariso brings that context together across the tools you already use. Ari helps you prepare for meetings, capture decisions, track follow-ups, keep projects moving, surface what changed, and spot what’s slipping before it becomes a bigger problem. The latest thing that we're super proud of is utilizing Astra to build out the new GPT-Live-1 API into a voice agent on top of Ari. Definitely check that one out! We're especially proud to have been featured in OpenAI's recent blog post about our coaching agent. It’s built for the whole team, too. Managers get a clearer view of priorities and progress without needing another status meeting, while everyone gets an AI partner that remembers the context behind their work and helps them focus on what matters next. We’re still early, so I’ll be around to answer technical questions and dig into anything that breaks. Thanks for checking us out!

Sentiment computed via openrouter