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Eric Kavanagh on #DMRadio
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Eric Kavanagh on #DMRadio
@eric_kavanagh
Broadcasting coast-to-coast on #DMRadio #InsideAnalysis and on TV with #FutureProof. Sign up for weekly insights about #Analytics & #AI - https://t.co/h8P4PYVMXB
Pittsburgh, PA Katılım Eylül 2010
47.3K Takip Edilen53.9K Takipçiler

@Edamommy03 @EricLDaugh No good deed goes unpunished! It's amazing watching these TMZ weasels try to fashion some nuance of supposed high ground. It's unreal.
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@EricLDaugh They aren't attacking Spencer Pratt because he's "wrong" they’re attacking him because he’s the only one brave enough to tell the truth about the hell they've built. 🔥🔥🔥
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🚨 JUST IN: After TMZ ran a SMEAR PIECE on him, LA mayoral candidate Spencer Pratt took it to them DIRECTLY on their network — he showed up and PUMMELED the lies
They tried saying he misled people about living in the trailer because his house burned down — that he's at a "hotel"
PRATT FIRES BACK: "So this idea that anyone's like, oh, he's at a hotel! I'm at a hotel because these PSYCHOPATHS are messaging me every day. They're going to kill me because Nithya Raman is calling me a fascist, because I don't want people to have their kids next to drug addicts at the park or stepping in human poop when you get your matcha!"
🔥🔥🔥
"[The trailer] is where I will live until I have a new house...Where my kids are in Santa Barbara right now is a temporary housing. This is where I live. This is where they burn my house down. So this semantics or the nuance of this is the consequences of their failed leadership!"
"Again, I don't live at the Hotel Bel Air...I don't live in the Santa Barbara."
"That's where Karen Bass, Mayor Bass, BURNED DOWN MY HOUSE!"
THE LIES WON'T WORK
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@grok what did the whistleblower reveal today on COVID origins?
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AI is deleting the rules!
That's profound.
#BoomiWorld
@Boomi
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Huge milestone for Boomi: the ONLY 12-time leader in the Gartner Magic Quadrant for iPaaS. 👏
That consistency doesn’t happen by accident.
#BoomiWorld @boomi
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“Data is not the new oil. Data is sand.”
Classic line from Steve Lucas at #BoomiWorld. The magic happens when you refine it, activate it, and put it to work. @Boomi #AI #Control #Tower
bit.ly/4uKp7Zk
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@LangmanVince Did NOT see that coming!! Holy Xmas!
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Eric Kavanagh on #DMRadio retweetledi

AI Pipelines - Self Healing for Critical Data youtube.com/shorts/9IX0dWw… via @YouTube
Learn how "intent-aware" pipelines can heal themselves. it works especially well when they're also aware of their own Service-Level Agreements. Good stuff! @dhinchcliffe @YvesMulkers @7wData #cool

YouTube
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What are Agentic Data Pipelines and how do they work? Check out this 20-min deep dive on Dagen.ai: youtu.be/Hcdr89mzceY?si…
@dhinchcliffe @YvesMulkers @dikayodata @mobiusmedia @thebloorgroup @dmradioonline #Agentic #Data #Pipelines

YouTube
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Eric Kavanagh on #DMRadio retweetledi

AI is putting real pressure on data teams - not just to scale, but to make data understandable.
In this InsideAnalysis episode, presented by @eric_kavanagh, @JessicaTalisman explains why data graphs and semantics are becoming the foundation for enterprise AI 👇
What she covers:
→ Why data graphs + ontologies succeed where MDM and data virtualization fall short
→ How semantic layers connect domain logic to enterprise data
→ What RDF & OWL unlock beyond traditional data catalogs
→ How to bring real context and meaning into your data ecosystem
You’ll also hear from @d3fmacro, Co-Founder of Collate, who shows how semantics can be embedded into every data structure through automation and open standards.
If you’re serious about AI, this is the layer most teams are missing!
🎥 Watch the full episode here: buff.ly/9zeAjcX
#AI #DataEngineering #KnowledgeGraph #SemanticLayer #AIAgents #DataGovernance #RDF #EnterpriseAI

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@dhinchcliffe @SAP @_DSAG @joemckendrick @tcrawford @IoT2040 @jayferro @DavidLinthicum @DebGildersleeve @ClintBoulton I've long said #APIs are toll booths, control points. One of the most amazing comments I've heard in 36 years came from David Flynn @Hammerspace_Inc, who said of their #pNFS: "If we had this technology 20 years ago, we wouldn't have needed to dumb everything down for the #cloud!"
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Eric Kavanagh on #DMRadio retweetledi

The New API Policy From @SAP Is Exactly What CIOs Feared. And It Changes the Power Dynamic
The latest backlash from the @_DSAG isn’t noise. It’s a clear signal.
And CIOs should take it very seriously.
What just happened:
SAP has just introduced a new API policy that fundamentally redraws the boundary between what customers can do and what SAP allows them to do.
At a high level, the policy:
* Restricts usage to “published” APIs only, or those listed in official hubs or documentation 
* Prohibits or tightly controls:
* Large-scale data extraction
* Use of undocumented interfaces
* Integration with third-party AI agents outside SAP-approved architectures 
* Requires that innovation happens within SAP-endorsed pathways and architectures 
SAP’s justification is predictable: Security, stability, and performance.
DSAG’s response is blunt:
* Lack of contractual clarity
* Lack of transparency on which APIs are actually allowed
* Risk to existing integrations and partner ecosystems
* Potential innovation slowdown, especially in AI 
And here’s the real kicker:
The policy introduces ambiguity around what is even permitted, and ambiguity is poison for enterprise IT.
⸻
Let’s be honest: This isn’t about APIs and is a long-standing issues with CIOs trying to integrate their IT estate with SAP. And now use AI with it.
Unfortunately, it is much more about control of the enterprise data plane in the age of AI.
APIs are just the enforcement mechanism.
SAP is doing three things simultaneously:
1. Reasserting platform control
For years, SAP customers have quietly used:
* Undocumented APIs
* Direct database access patterns
* Custom extraction pipelines
Why?
Because SAP integrations have historically been… let’s say, “non-trivial.”
Now SAP is drawing a hard line:
If it’s not explicitly sanctioned, it’s not supported.
That’s not modernization.
That’s re-centralization of control.
⸻
2. Forcing the “clean core” narrative, whether you’re ready or not
This policy is the enforcement arm of SAP’s long-running strategy:
* Clean core
* S/4 migration
* BTP as the extension layer
* SAP-controlled integration surfaces
In other words:
You don’t extend SAP anymore. You extend through SAP.
That’s a subtle but massive shift in architecture authority.
⸻
3. Locking down AI access to SAP data
This is the most consequential piece, and maybe the least talked about.
The policy explicitly restricts API usage for:
* Autonomous agents
* Generative AI systems
* Multi-step AI workflows
Unless they run inside SAP’s approved ecosystem 
This is huge, to say the least. So let’s translate that:
SAP is trying to control which AI systems can touch your core enterprise data.
And that’s a direct collision with reality.
Because right now:
* Enterprises are mostly building AI outside SAP
* The best models are outside SAP
* Innovation is happening outside SAP
Even DSAG data shows most enterprises are using non-SAP AI tools.
So this policy isn’t aligned with how CIOs are actually building.
⸻
Why SAP is really doing this
Let’s drop the PR language.
SAP is responding to three existential pressures:
1. AI is disintermediating ERP
If AI agents can:
* Read SAP data
* Execute workflows
* Automate decisions
Then SAP becomes a system of record, not a system of control.
That’s a dangerous place to be for a vendor like SAP.
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2. Data gravity is shifting away from ERP
With modern architectures:
* Data lakes
* Data clouds
* External AI pipelines
SAP no longer owns the enterprise data gravity center.
This policy is an attempt to pull it back in.
⸻
3. Monetization pressure
APIs are becoming the new licensing surface.
Expect:
* Usage-based pricing
* API throttling models
* “Fair use” definitions that evolve over time 
In short:
This is as much about revenue control as it is about technical governance.
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The uncomfortable truth for CIOs
SAP isn’t unique here.
Most major platform vendors are moving in this direction:
* Control access
* Meter usage
* Gate innovation
But SAP is doing it in a way that hits a nerve because:
* It sits at the core of the enterprise
* It’s historically been hard to integrate
* CIOs already feel trapped in long-term dependencies
So when SAP tightens the screws, it feels existential.
⸻
What CIOs should do next (this is the real part)
You cannot ignore this.
But you also shouldn’t overreact.
1. Inventory your “shadow APIs” immediately
You likely have:
* Undocumented integrations
* Direct table access
* Partner solutions using non-published endpoints
These are now risk assets.
Know them.
Map them.
Prioritize them.
⸻
2. Architect for controlled decoupling
Do not double down on SAP-native everything.
Instead:
* Introduce data abstraction layers
* Build event-driven integration models
* Separate operational systems from AI orchestration layers
Goal:
SAP should be a system of record — not your system of innovation.
⸻
3. Protect your AI strategy at all costs
This is the big one.
Do NOT let SAP dictate your AI roadmap.
Instead:
* Build AI pipelines that can operate independently of SAP constraints
* Use intermediate data layers (lakehouse, streaming, etc.)
* Ensure your AI agents can function even if SAP access tightens further
Because it will.
⸻
4. Renegotiate governance, not just contracts
This isn’t just a legal issue.
It’s architectural governance.
Push SAP on:
* API transparency + openness
* Long-term support guarantees
* Transition timelines
* Pricing clarity
If it’s not written down, it doesn’t exist.
⸻
5. Start scenario planning for partial exit strategies
Not “rip and replace.”
But:
* Modular replacement of capabilities
* Parallel systems for innovation
* Reduced dependency on SAP for new workloads
Because the real risk isn’t this policy.
It’s what comes next.
⸻
Final take
This is one of the clearest signals yet:
The enterprise software battle is shifting from Apple… to control of data and AI access.
SAP just made its move.
It’s asserting that:
* Your data
* Your integrations
* Your AI workflows
…should run through its architecture.
CIOs now have a choice:
* Accept that model
* Or architect around it
But doing nothing?
That’s the one option that guarantees lock-in.
And this time, it won’t just be expensive.
It will define your ability to compete at all.

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Eric Kavanagh on #DMRadio retweetledi
Eric Kavanagh on #DMRadio retweetledi

@FreedomFireCom @antgrasso @TheHighway2AI @Khulood_Almani @YvesMulkers @HaroldSinnott @YuHelenYu @7wData @Ronald_vanLoon @jenstirrup @KirkDBorne @JimHarris @BernardMarr @eric_kavanagh @Kevin_Jackson @WillTownTech @DavidLinthicum Data is the foundation, without it, even the most powerful AI is just an expensive guess.
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@WallStreetApes What is #DataActivation and why should you care?
Join us at #BoomiWorld26 bit.ly/BoomiWorld26
We'll meet with the @boomi team to learn all the latest.
#AI needs #Data that's #Ready #Willing (read: Intent-Aware); and #Able! #Chicago
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Los Angeles Democrats are spending $16 million dollars for 16 modular homes to house only 64 people
The homes look like a shed you could order from Home Depot for like $3,000 (I actually checked to confirm price)
Yet Democrats are paying $1 million per “modular homes” (shed)
Spencer Pratt “These crazy socialists on the city council are legitimately just stealing our tax dollars and doling it out to their friends, and they rub it in your face too”
The DEA reports that 90% of the homeless population in LA are hardcore criminal drug users, especially in Los Angeles
So these people aren’t looking for a shed to sleep in, they’ll just be on the streets. They need mental health services
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@Count_All_JOY @Sachinettiyil Amen to that, Brother!
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Eric Kavanagh on #DMRadio retweetledi

So many people when ill are at their lowest emotionally, spiritually along with physically. For Canada to take advantage of a person in their weakened state and continually offer death as a solution is monumentally evil. Anyone who is " just following orders " is equally guilty. May God have mercy on their souls.
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A 79-year-old Catholic priest, Fr. Larry Holland, who is recovering from a hip fracture at Vancouver General Hospital in Canada, said he was offered Medical Assistance in Dying (MAiD) twice by hospital staff, even though he made clear he is a Catholic priest and morally opposed to euthanasia.
Image: BC Catholic

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Systems were built for human analysts, but machines are increasingly the consumers. This shift stresses data pipelines, requiring us to optimize infrastructure differently for AI. #DataEngineering #AI
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Eric Kavanagh on #DMRadio retweetledi

@SenWarren @JetBlue @SpiritAirlines @JusticeATR @USDOT So... are there more or less flights now that Spirit Airlines is dead?
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I've warned for months that a @JetBlue-@SpiritAirlines merger would have led to fewer flights and higher fares.
@JusticeATR and @USDOT were right to stand up for consumers and fight against runaway airline consolidation.
This is a Biden win for flyers! apnews.com/article/jetblu…
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