Every company is sitting on more data than it has ever been able to use. That's the strange part of this era, businesses are data-rich and answer-poor at the same time.
That's also why this AI supercycle is poised to upend the entire data and analytics industry.
Think about it. The entire business intelligence model was built on a chain of specialists standing between every question and its answer. Analysts pull the data. Engineers model it. Consultants interpret it.
That chain costs millions of dollars a year. And it still leaves you waiting.
That model is being replaced by Vibe Analytics.
You ask your business a question in plain English. Machine learning reads all of your data, not a sample, finds what's driving the numbers, and hands back the answer with the cause and what to do next, traced to your own numbers.
No analysts to staff, no model to build first, no waiting.
One needed an army to read a sliver of data in weeks or months. The other reads all of it and just answers in seconds.
https://t.co/QB3nbUU90T
#VibeAnalytics #DataAnalytics #Data #Transformational #BusinessIntelligence #BI #ArtificialIntelligence #AI #MachineLearning #ML #DecisionIntelligence #SQORai
Nobody sets out to overpay for analytics. It happens one line item at a time, a seat here, a warehouse there, a consultant to wire it together, until the total is a number no one would have approved all at once.
The industry counts on that. The bill is built to grow quietly, because a slow climb never triggers the obvious question: what are we actually getting for all this?
https://t.co/IcbWHIkC5K gives you a straight answer. Everything included, one predictable price, and the intelligence you were paying all of that for in the first place.
https://t.co/QB3nbUU90T
#VibeAnalytics #DataAnalytics #Data #Transformational #BusinessIntelligence #BI #ArtificialIntelligence #AI #MachineLearning #ML #DecisionIntelligence #SQORai
Once in a while, new technology comes along and makes the old way look silly in hindsight.
Remember SMS charges? Buying software in a box? Developing a roll of film?
All of it felt normal right up until it didn't.
Enterprise analytics is next. For years the price of an answer was a warehouse bill, a per-seat license, and a team of analysts to run the whole thing.
https://t.co/IcbWHIkC5K runs the other way. No warehouse bill. No seat licenses. No analysts or consultants to hire.
You ask a question, you get the answer. It’s that simple.
One day soon, paying seven figures to see a sliver of your data will sound as dated as paying per text message.
We're only getting started.
https://t.co/QB3nbUU90T
#VibeAnalytics #DataAnalytics #Data #Transformational #BusinessIntelligence #BI #ArtificialIntelligence #AI #MachineLearning #ML #DecisionIntelligence #SQORai
It's official. Vibe Analytics is here. Don’t take our word for it. Take @Gartner's.
They named https://t.co/IcbWHIkC5K in two Hype Cycles this year, two months apart. Data Science and Machine Learning in May. Analytics and Business Intelligence in July.
For years, this was just an idea we were building toward. Full visibility into your data. Ask anything, get a real answer in seconds. No reports, no analysts, no seven-figure stack.
Now it has a name, and the biggest research firm in the world put it on the map twice.
Come talk to us about what it can do for your business.
Disclaimer and sources in comments.
https://t.co/QB3nbUU90T
#GartnerHypeCycle #VibeAnalytics #DataAnalytics #Data #Transformational #BusinessIntelligence #BI #ArtificialIntelligence #AI #MachineLearning #ML #DecisionIntelligence #SQORai
What used to be a budget decision is becoming a career choice. Do the math:
The old way costs millions. You pay for the warehouse, then for every seat, then for the analysts to run it all. Setup can take quarters, and the answers describe last month.
With https://t.co/IcbWHIkC5K, the warehouse comes free. Everyone gets a seat. No analysts. You're live in two weeks and answers come back in seconds.
For twenty years there was no second option, so nobody had to defend the first one. Now they do. Every budget cycle.
So when that renewal comes across your desk, come talk to us first.
https://t.co/QB3nbUU90T
#VibeAnalytics #DataAnalytics #Data #Transformational #BusinessIntelligence #BI #ArtificialIntelligence #AI #MachineLearning #ML #DecisionIntelligence #SQORai
"We're not replacing people with AI, we're enabling them to achieve far more.
AI agents now handle repetitive, time-consuming work like researching, negotiating, and processing contracts, allowing the team to scale dramatically without adding headcount.
The result: contract throughput increased from around 100 per week to 100 per day."
What could you not do before that you now can do with AI @alexisohanian@ZReitano@brian_armstrong@ScottWu46@handotdev
My friend applied to 300 tech jobs in two years. No MIT. No Stanford.
Last month Anthropic offered him $750,000.
I asked him how he broke in from zero.
He sent me the exact video that got him in. Andrej Karpathy's 3-hour course on building a full LLM from scratch.
Anthropic's own researcher shows you how LLMs like ChatGPT & Claude are actually built.
I watched it last night.
Halfway through, I realized it's embarrassingly simple to break into an AI lab.
Bookmark this and read the article below.
• 00:00 - intro to LLMs
• 12:41 - LLM training pipeline
• 31:58 - LLM tools & plugins
• 41:14 - LLM transformer architecture
• 2:19:02 - scaling the LLM
"We replaced Salesforce with a vibe-coded CRM built for our own workflows.
The custom system integrated our AI agents more effectively, worked better for the team, and made Salesforce unnecessary.
That decision cut a $600,000 annual software bill to zero."
Is this an anomaly or the start of a much larger trend @chamath@Avishai_ab@jasonlk@benioff
We’re in a technology supercycle.
Make the wrong call and you cost the company millions. That could cost you dearly.
Make the right call and you save the company millions.
https://t.co/ycJuVNinYg 👈 The right call.
#supercycle#ai#vibeanalytics
What used to be a budget decision is becoming a career choice. Do the math:
The old way costs millions. You pay for the warehouse, then for every seat, then for the analysts to run it all. Setup can take quarters, and the answers describe last month.
With https://t.co/IcbWHIkC5K, the warehouse comes free. Everyone gets a seat. No analysts. You're live in two weeks and answers come back in seconds.
For twenty years there was no second option, so nobody had to defend the first one. Now they do. Every budget cycle.
So when that renewal comes across your desk, come talk to us first.
https://t.co/QB3nbUU90T
#VibeAnalytics #DataAnalytics #Data #Transformational #BusinessIntelligence #BI #ArtificialIntelligence #AI #MachineLearning #ML #DecisionIntelligence #SQORai
has been named by Gartner in a second Hype Cycle: Analytics and Business Intelligence, 2026. The category: Vibe Analytics.
That's alongside being named by Gartner in the 2026 Hype Cycle for Data Science and Machine Learning, in the same category, one they rate Transformational.
So what is Vibe Analytics? It's the AI-driven approach to analytics that allows you to have full visibility across all of your data without the need for a complex stack of traditional (and outdated) business intelligence software, or the armys of people required to integrate and manage those.
We connect your data in days / weeks and you can immediately converse with your data in plain English in a trustworthy way; zero hallucinations and drifting. No hidden fees, not costly infrastructure, no waiting quarters for answers.
Ask any question. Get a trustworthy answer in seconds, traceable to your own numbers. It replaces the need for building dashboards, reports, and manual analysis with machine learning run autonomously and LLMs that explain what the algos find via conversations that lead directly to decisions.
In our view, two Hype Cycle mentions in eight weeks say the same thing: the era of Vibe Analytics is here. And we intend to lead it.
You're paying twice for analytics. Once for the tools, once for the warehouse underneath.
https://t.co/IcbWHIkC5K includes the warehouse. Free. Every seat covered, live in two weeks, every answer traced to your own data.
Ask your BI vendor to include the warehouse. Watch what happens. Then come talk to us.
https://t.co/QB3nbUU90T
#DataWarehouse #VibeAnalytics #SQORai
These types of questions used to be a whole project. A team of analysts. Weeks of work. Only to get an answer back based on last month’s numbers.
Now they're just questions. Anyone on your team can ask and get the answer in seconds. Causation, forecast, and recommendations. All of it.
With https://t.co/IcbWHIkC5K, the data warehouse is included, seats are unlimited, and you're live in two weeks. No analysts or engineers needed. No seven-figure BI bill.
The questions were never the hard part. Getting answers was. That's fixed.
https://t.co/QB3nbUU90T
#VibeAnalytics #DataAnalytics #Data #Transformational #BusinessIntelligence #BI #ArtificialIntelligence #AI #MachineLearning #ML #DecisionIntelligence #SQORai
Tania Lennon and Ric ROI. Great observations in your great article. At Sun Valley, A.I. Isn’t the Only Competitive Advantage That Matters https://t.co/u2PG7N0PF9
#vibeanalytics = transformational business intelligence.
Think full visibility, no engineers, no analysts, available in days/weeks and zero hallucinations.
Oh, and at a tenth of the cost.
has been named by Gartner in a second Hype Cycle: Analytics and Business Intelligence, 2026. The category: Vibe Analytics.
That's alongside being named by Gartner in the 2026 Hype Cycle for Data Science and Machine Learning, in the same category, one they rate Transformational.
So what is Vibe Analytics? It's the AI-driven approach to analytics that allows you to have full visibility across all of your data without the need for a complex stack of traditional (and outdated) business intelligence software, or the armys of people required to integrate and manage those.
We connect your data in days / weeks and you can immediately converse with your data in plain English in a trustworthy way; zero hallucinations and drifting. No hidden fees, not costly infrastructure, no waiting quarters for answers.
Ask any question. Get a trustworthy answer in seconds, traceable to your own numbers. It replaces the need for building dashboards, reports, and manual analysis with machine learning run autonomously and LLMs that explain what the algos find via conversations that lead directly to decisions.
In our view, two Hype Cycle mentions in eight weeks say the same thing: the era of Vibe Analytics is here. And we intend to lead it.
If you think transformational AI is still years away, think again.
@Gartner's 2026 Hype Cycle recognized Vibe Analytics as a category and assigned it a Transformational Benefit Rating��the highest rating they give.
https://t.co/IcbWHIkC5K was named as one of four sample vendors.
Ask a question. Get a trusted answer. Act while it still matters.
https://t.co/QB3nbUU90T
#Gartner #EnterpriseAI #DecisionIntelligence #AI #VibeAnalytics #SQORai
Source: Gartner, “Hype Cycle for Data Science and Machine Learning, 2026,” JC Martel, Afraz Jaffri, 8 May 2026.
So why run your business without full visibility?
https://t.co/IcbWHIkC5K shows what's driving performance right now with causal analysis, impact analysis, and recommended actions.
Not another dashboard. An answer.
Come see what your business looks like when you can actually see it.
https://t.co/QB3nbUU90T
#DecisionMaking #BusinessStrategy #CausalAnalysis #DecisionIntelligence #SQORai
Everyone talks about the cost of AI.
Few talk about the cost of being wrong.
Someone has to recommend the platform. Defend the decision. Own the outcome.
That's not easy when @MITSloan reports that 95% of organizations are seeing zero return from AI investments.
That's why third-party validation matters.
@Gartner recognized Vibe Analytics as a category with a Transformational Benefit Rating and named https://t.co/IcbWHIkC5K as one of only four sample vendors in it.
#Gartner #AI #DecisionIntelligence #SQORai
A company can grow every quarter and still be headed in the wrong direction.
Today's #KPIoftheDay:
Growth to Churn Ratio.
It measures whether new revenue is outpacing the revenue quietly leaving through customer churn.
The best operators don't just ask:
"Are we growing?"
They ask:
"Is our growth outrunning our churn?"
#GrowthMetrics #CustomerRetention #DecisionIntelligence #AI #SQORai
Most businesses already have the answers they're looking for.
They're just trapped inside disconnected systems, buried beneath dashboards, spreadsheets, and manual analysis.
Today's #QuestionoftheDay looks simple. But behind it are dozens of operational signals influencing the answer in real time.
The answer is already in your data.
The problem is how long it takes to turn that data into understanding and action.
https://t.co/IcbWHIkC5K surfaces trusted answers in seconds so leaders can move forward with clarity.
#DecisionMaking #EnterpriseAI #AI #SQORai
By the time performance updates hit your inbox, it’s already too late.
Every operating partner knows the feeling.
You finally get the numbers together and immediately wonder how to react.
Because the time to act was weeks ago.
The best funds stay close enough to the business to act while decisions still matter.
https://t.co/IcbWHIkC5K gives you real-time visibility into every PortCo.
#PrivateEquity #PortfolioOperations #SQORai