Tasso Argyros

VP of Engineering, Databricks · 2 appearances on the record.

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founderexecutiveengineerinvestor@tasso ↗LinkedIn ↗databricks.com ↗

Argyros is a serial data and AI entrepreneur who co-founded Aster Data and founded enterprise customer data platform ActionIQ. At Databricks, he serves as VP of Engineering and leads product development around CustomerLake.

23statements → 9claims → 4claims resolved → 100%fully supported → 3.96/5average certainty → 2/5average debate potential →

4 supported 0 partly supported 0 contradicted 5 not checkable as stated how the 9 claims stand · each chip opens the sources

9 assertions · 1 opinion · 10 insights · 3 disclosures · every statement was checked. The predictions and assertions are the 9 claims: statements the public record can support or contradict. 4 are resolved, and 5 name no date, number or outcome precise enough to check. Everything else (opinions, insights, what ifs, disclosures) can never be settled by the record, so it carries no assessment.

The record, in short

What the tape says about how Tasso argues and how the claims held up. Everything they said, and everything said about them, is in the tabs below.

Their most notable supported claim

Assertion Supported
Aster Data was among the first companies to position around "Big Data"
“Aster was one of the first companies that you, that we used it as our major positioning statement, and I do believe we had the first big data event. Although I may be wrong, but nobody has, ah, nobody has, ah, told me otherwise so far.”
Tasso Argyros Mar 3, 2014 ▶ 11:27 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)

Expressed certainty vs assessment result

none yet certainty 1
none yet certainty 2
100% certainty 3
100% certainty 4
100% certainty 5

weighted support: a fully supported claim counts one, a partly supported claim counts half. Each filled bar is clickable and opens exactly those claims; "none yet" means nothing said at that certainty level has resolved yet

How they sound: speaking style how? →

237 words/min while actually speaking · 18.2 um and uh per 1k words

No argument clarity score for Tasso Argyros: no usable question→answer exchanges on raw tape (a fair score needs 8+). We do not score a sample that small. Roundtable and news formats yield far fewer direct exchanges than interviews.

Measured by listening to the audio itself: 6,599 words across 2 episodes of raw-level tape, transcribed verbatim with every um and uh kept, each one attributed only where the alignment onto our timed stream is unambiguous. These are measurements of speaking style. We do not rank them: across this corpus, fluency and argument quality are nearly uncorrelated (ρ≈0.2), and smooth talking does not signal clear thinking. How it's measured →

Everything Tasso Argyros said on the MAD Podcast that made the record, most notable first. Filter by type, assessment or year in the ledger →

Assertion Not checkable as stated
Argyros: Early CDPs failed mainly due to poor data stack integration
“CDPs failed in the previous incarnation for a few different reasons. The main one is that they didn't integrate into the data stack very well.”
Tasso Argyros Mar 2, 2023 ▶ 4:04 The Composable CDP & The CX Hub | ActionIQ Founder & CEO, Tasso Argyros
Assertion Not checkable as stated
Argyros: Cookie deprecation is rendering Data Management Platforms (DMPs) obsolete
“With cookies going away, there's a whole range of advertising technology that is done, right? It's like, it's not good anymore. If you take the DMPs as an example, DMPs, data management platforms was what enterprise would use to manage cookies, right? And driv…”
Tasso Argyros Mar 2, 2023 ▶ 18:57 The Composable CDP & The CX Hub | ActionIQ Founder & CEO, Tasso Argyros
Assertion Not checkable as stated
Argyros: Customer Data Platforms are absorbing end-to-end ad tech functions
“Now they've all come together, and the CDPs that declare a winner, that's taking over those functions. So now we can have an end-to-end journey, manage the end-to-end journey, from when the first time an anonymous customer visits a website, all the way to when…”
Tasso Argyros Mar 2, 2023 ▶ 19:53 The Composable CDP & The CX Hub | ActionIQ Founder & CEO, Tasso Argyros
Insight
Founders must quickly replace misaligned early advisors, investors, and employees
“You know, in, back then we didn't think about it, but in retrospect, that first asset of everything is so critical, so that if it's not aligned with your vision, it's not aligned with the company's vision where you want to go, you really need to make a change …”
Tasso Argyros Mar 3, 2014 ▶ 7:04 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Insight
Argyros: Most enterprise data that genuinely matters is customer data
“Most of the data that matters is really customer data.”
Tasso Argyros Mar 2, 2023 ▶ 0:49 The Composable CDP & The CX Hub | ActionIQ Founder & CEO, Tasso Argyros
Assertion Not checkable as stated
Argyros: Most enterprises handle CX data operations using analyst teams writing SQL
“The way this problem is solved in most enterprises is that you deploy armies of analysts, and they get tickets and requests, and they write SQL, right?”
Tasso Argyros Mar 2, 2023 ▶ 1:57 The Composable CDP & The CX Hub | ActionIQ Founder & CEO, Tasso Argyros
Insight
Argyros: A CDP is effectively BI for customer experience and campaigns
“You can think of the CDP as BI, but for customer experience, or BI for campaigns.”
Tasso Argyros Mar 2, 2023 ▶ 2:11 The Composable CDP & The CX Hub | ActionIQ Founder & CEO, Tasso Argyros
Assertion Not checkable as stated
Argyros: Most early CDP vendors were point solutions lacking enterprise scale
“Many CDPs, many vendors called themselves a CDP, and there were really more point solutions that didn't have enterprise scale, and in general, people would call any vendor that had some customer data would call themselves a CDP.”
Tasso Argyros Mar 2, 2023 ▶ 5:00 The Composable CDP & The CX Hub | ActionIQ Founder & CEO, Tasso Argyros
Insight
Argyros: A composable CDP must be zero copy, no-code, and warehouse agnostic
“A zero copy, no code, and warehouse agnostic is what defines specifically a composable CDP.”
Tasso Argyros Mar 2, 2023 ▶ 7:25 The Composable CDP & The CX Hub | ActionIQ Founder & CEO, Tasso Argyros
Insight
Argyros: Bundled CDPs offer faster deployment for immature data stacks
“If your customer data stack is not very mature yet, you don't have all the data well modeled, well integrated in one place. Bundled is going to give you a lot of speed. You're going to be up and running very quickly, and it can help you combine data.”
Tasso Argyros Mar 2, 2023 ▶ 9:01 The Composable CDP & The CX Hub | ActionIQ Founder & CEO, Tasso Argyros
Insight
Argyros: Hybrid CDPs work best when data lake centralization is incomplete
“And then for many enterprises, a combination may make sense. So you may have most of the data in the data lake, but not everything. So a hybrid approach. Can be best.”
Tasso Argyros Mar 2, 2023 ▶ 9:41 The Composable CDP & The CX Hub | ActionIQ Founder & CEO, Tasso Argyros
Insight
Product-market fit requires an unmet need that can sustain $50M+ revenue
“Product market fit means you have identified a unique, an unmet customer need, That's large enough to sustain your company, right, at least take it to 50 or hundred million dollars, and you have a product that can repeatedly and productively solve to satisfy t…”
Tasso Argyros Mar 3, 2014 ▶ 9:35 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Assertion Supported
Aster Data was among the first companies to position around "Big Data"
“Aster was one of the first companies that you, that we used it as our major positioning statement, and I do believe we had the first big data event. Although I may be wrong, but nobody has, ah, nobody has, ah, told me otherwise so far.”
Tasso Argyros Mar 3, 2014 ▶ 11:27 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Insight
The term "Big Data" has lost its strategic marketing effectiveness
“We use Big Data a lot less because Big Data has lost a lot of the benefit it had for us back in 2009.”
Tasso Argyros Mar 3, 2014 ▶ 16:48 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Disclosure
Aster Data needed a major partner to fulfill its product vision
“And we realized that the only way to realize what the product and the company, ah, the vision, what it could offer was to align with the major player.”
Tasso Argyros Mar 3, 2014 ▶ 17:42 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Assertion Supported
Tasso Argyros's Stanford advisor was the first investor in Google
“My advisor at Stanford was the first investor at Google, right?”
Tasso Argyros Mar 3, 2014 ▶ 18:52 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Insight
Technology and team are a founder's only insurance against market timing
“Timing matters, and you cannot control timing as an entrepreneur. The only thing you can control is your technology and your team, right? If you have a truly solid technology, and if you have a truly solid team, is the only insurance you can ever have against …”
Tasso Argyros Mar 3, 2014 ▶ 19:24 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Insight
A great VP of Sales cannot save a startup without product-market fit
“Even with the best VP of sales, if you don't have product market fit, you won't be able to be successful. And that's why you first have to find this and then invest in finding that amazing sales guy that you think can take your product to tens or hundreds of m…”
Tasso Argyros Mar 3, 2014 ▶ 20:59 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Assertion Supported
MySpace was a major early customer for Aster Data
“Right media never became our customer. And that's a different story, but MySpace did become a very big customer of ours.”
Tasso Argyros Mar 3, 2014 ▶ 5:10 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Opinion
MySpace in 2007 enjoyed the market dominance Facebook has today
“That was back in 2007 where MySpace, you know, had kind of was at the height where probably Facebook is today.”
Tasso Argyros Mar 3, 2014 ▶ 5:17 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Assertion Supported
Tasso Argyros: Aster Data began developing its architecture in 2005
“We were thinking about this problem back in 2005, right? So that was pre-Hadoop”
Tasso Argyros Mar 3, 2014 ▶ 2:22 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Disclosure
Aster Data had around 100 employees in 2010 prior to acquisition
“When big data happened in 2010, we had maybe, you know, about a hundred employees”
Tasso Argyros Mar 3, 2014 ▶ 17:17 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)
Disclosure
Tasso Argyros: Aster Data sold to Teradata in 2011
“We sold the company to Teradata in 2011, and then I ran the company as a division with my co-founder, ah, for a couple of years.”
Tasso Argyros Mar 3, 2014 ▶ 1:09 Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capital)

Appearances (2)

EpisodeDateSpeaking time
The Composable CDP & The CX Hub | ActionIQ Founder & CEO, Tasso Argyros Mar 2, 2023 16m
Tasso Argyros, Aster Data // Data Driven NYC 24 // February 2014 (Hosted by FirstMark Capi Mar 3, 2014 17m
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