Inclusion Cloud
@inclusioncloud.bsky.social
Tech company, building with cloud, GenAI, integrations, & great teams.
Based in Dallas, working with the world.
https://inclusioncloud.com/
Based in Dallas, working with the world.
https://inclusioncloud.com/
Pinned
Agentic AI: Advanced Autonomy. Unmatched Precision - Inclusion Cloud
Agentic AI:
inclusioncloud.com
🤖 We just launched our new Agentic AI page.
From autonomy levels to human-in-the-loop and safe failure modes — leaders want clarity, not hype.
See how we build agentic systems that actually work in the enterprise: inclusioncloud.com/agentic-ai-a...
From autonomy levels to human-in-the-loop and safe failure modes — leaders want clarity, not hype.
See how we build agentic systems that actually work in the enterprise: inclusioncloud.com/agentic-ai-a...
This week in TCC: Your cloud strategy is now your AI strategy.
Today, we’re digging into the technical foundations every cloud-smart strategy will need in 2026: www.linkedin.com/pulse/tech-b...
Today, we’re digging into the technical foundations every cloud-smart strategy will need in 2026: www.linkedin.com/pulse/tech-b...
The Tech Blueprint for Smarter Cloud Moves
AI is reshaping cloud strategy. And we analyze some of the technical shifts redefining data, compute, energy, and network design in 2026.
www.linkedin.com
December 12, 2025 at 1:53 PM
This week in TCC: Your cloud strategy is now your AI strategy.
Today, we’re digging into the technical foundations every cloud-smart strategy will need in 2026: www.linkedin.com/pulse/tech-b...
Today, we’re digging into the technical foundations every cloud-smart strategy will need in 2026: www.linkedin.com/pulse/tech-b...
Two awards. Two years in a row. 🙌
Thanks Comparably for recognizing our culture and compensation.
And a huge thanks to our people, who make it possible.
Thanks Comparably for recognizing our culture and compensation.
And a huge thanks to our people, who make it possible.
December 11, 2025 at 2:11 PM
Two awards. Two years in a row. 🙌
Thanks Comparably for recognizing our culture and compensation.
And a huge thanks to our people, who make it possible.
Thanks Comparably for recognizing our culture and compensation.
And a huge thanks to our people, who make it possible.
2026 will reward companies that rethink workflows.
Not the ones that add AI to old ones.
The question is: are your processes ready to learn?
Check the tech trends for 2026 in our latest article: medium.com/@inclusion.c...
Not the ones that add AI to old ones.
The question is: are your processes ready to learn?
Check the tech trends for 2026 in our latest article: medium.com/@inclusion.c...
Build and Orchestrate: The Three Faces of Tech Trends 2026
TLDR
medium.com
December 10, 2025 at 1:08 PM
2026 will reward companies that rethink workflows.
Not the ones that add AI to old ones.
The question is: are your processes ready to learn?
Check the tech trends for 2026 in our latest article: medium.com/@inclusion.c...
Not the ones that add AI to old ones.
The question is: are your processes ready to learn?
Check the tech trends for 2026 in our latest article: medium.com/@inclusion.c...
Enterprises view SAP migration as the perfect moment to rethink their architecture. But modernization only works when timing, resources, and migration scope align.
We published a guide to help organizations identify the right opportunities: medium.com/@inclusion.c...
We published a guide to help organizations identify the right opportunities: medium.com/@inclusion.c...
How to Spot Real Opportunities to Modernize During an SAP Migration
Every time a company prepares for an SAP migration, the same idea appears on the whiteboard.
medium.com
December 9, 2025 at 1:30 PM
Enterprises view SAP migration as the perfect moment to rethink their architecture. But modernization only works when timing, resources, and migration scope align.
We published a guide to help organizations identify the right opportunities: medium.com/@inclusion.c...
We published a guide to help organizations identify the right opportunities: medium.com/@inclusion.c...
Building the agents is just one part of the job.
The real challenge is creating the right ecosystem that makes them more capable.
Here’s how Oracle is making that possible 👇
#AI #DigitalTransformation
The real challenge is creating the right ecosystem that makes them more capable.
Here’s how Oracle is making that possible 👇
#AI #DigitalTransformation
December 5, 2025 at 12:51 PM
Building the agents is just one part of the job.
The real challenge is creating the right ecosystem that makes them more capable.
Here’s how Oracle is making that possible 👇
#AI #DigitalTransformation
The real challenge is creating the right ecosystem that makes them more capable.
Here’s how Oracle is making that possible 👇
#AI #DigitalTransformation
The “all to the cloud” era is fading as leaders confront new realities around sovereignty, latency, and AI scaling.
Cost is only one aspect of this change.
The upcoming AXIS report will tell the whole story.
Cost is only one aspect of this change.
The upcoming AXIS report will tell the whole story.
December 4, 2025 at 12:50 PM
The “all to the cloud” era is fading as leaders confront new realities around sovereignty, latency, and AI scaling.
Cost is only one aspect of this change.
The upcoming AXIS report will tell the whole story.
Cost is only one aspect of this change.
The upcoming AXIS report will tell the whole story.
Is DFW’s industrial legacy becoming its AI strength?
Logistics, energy, and land are turning into the backbone of a new digital economy.
But there’s a challenge under the surface...
medium.com/@inclusion.c...
Logistics, energy, and land are turning into the backbone of a new digital economy.
But there’s a challenge under the surface...
medium.com/@inclusion.c...
From Emerging to Leading: Dallas-Fort Worth’s AI Potential
Dallas–Fort Worth ranks #13 among U.S. metros for AI readiness, named an “AI Star Hub” by Brookings.
medium.com
December 2, 2025 at 12:42 PM
Is DFW’s industrial legacy becoming its AI strength?
Logistics, energy, and land are turning into the backbone of a new digital economy.
But there’s a challenge under the surface...
medium.com/@inclusion.c...
Logistics, energy, and land are turning into the backbone of a new digital economy.
But there’s a challenge under the surface...
medium.com/@inclusion.c...
This week in TCC: Cloud strategy now starts with a single question:
What’s the smartest place for each workload?
Today, we walk through the new drivers reshaping cloud decisions:
www.linkedin.com/pulse/new-dr...
What’s the smartest place for each workload?
Today, we walk through the new drivers reshaping cloud decisions:
www.linkedin.com/pulse/new-dr...
The New Drivers of Cloud Decisions
Cloud strategy is shifting toward precision, balancing AI compute, energy pressure, governance, and cost predictability to build smarter architectures.
www.linkedin.com
December 1, 2025 at 1:53 PM
This week in TCC: Cloud strategy now starts with a single question:
What’s the smartest place for each workload?
Today, we walk through the new drivers reshaping cloud decisions:
www.linkedin.com/pulse/new-dr...
What’s the smartest place for each workload?
Today, we walk through the new drivers reshaping cloud decisions:
www.linkedin.com/pulse/new-dr...
🤖 We just launched our new Agentic AI page.
From autonomy levels to human-in-the-loop and safe failure modes — leaders want clarity, not hype.
See how we build agentic systems that actually work in the enterprise: inclusioncloud.com/agentic-ai-a...
From autonomy levels to human-in-the-loop and safe failure modes — leaders want clarity, not hype.
See how we build agentic systems that actually work in the enterprise: inclusioncloud.com/agentic-ai-a...
Agentic AI: Advanced Autonomy. Unmatched Precision - Inclusion Cloud
Agentic AI:
inclusioncloud.com
November 26, 2025 at 1:27 PM
🤖 We just launched our new Agentic AI page.
From autonomy levels to human-in-the-loop and safe failure modes — leaders want clarity, not hype.
See how we build agentic systems that actually work in the enterprise: inclusioncloud.com/agentic-ai-a...
From autonomy levels to human-in-the-loop and safe failure modes — leaders want clarity, not hype.
See how we build agentic systems that actually work in the enterprise: inclusioncloud.com/agentic-ai-a...
This week in TCC: One in three IT leaders believes half of their cloud spending is wasted, not because cloud isn’t working, but because pushing everything there no longer makes sense in the AI era.
Check it out: www.linkedin.com/pulse/cloud-...
Check it out: www.linkedin.com/pulse/cloud-...
The Cloud Pressure is Back…But Differently
CIOs shift from cloud adopters to orchestrators, balancing hybrid architecture, cost discipline, and AI-driven transformation through smarter partnerships.
www.linkedin.com
November 25, 2025 at 8:07 PM
This week in TCC: One in three IT leaders believes half of their cloud spending is wasted, not because cloud isn’t working, but because pushing everything there no longer makes sense in the AI era.
Check it out: www.linkedin.com/pulse/cloud-...
Check it out: www.linkedin.com/pulse/cloud-...
The era of “all to the cloud” is over.
But this new phase is not about migration at any cost. It is about balance, clarity, and long-term strategy.
Read the full article 👇
medium.com/@inclusion.c...
But this new phase is not about migration at any cost. It is about balance, clarity, and long-term strategy.
Read the full article 👇
medium.com/@inclusion.c...
Cloud Migration Strategy: Boardrooms Are Pushing Harder — AI Isn’t the Only Reason
As the saying goes, all roads once led to Rome.
medium.com
November 20, 2025 at 2:25 PM
The era of “all to the cloud” is over.
But this new phase is not about migration at any cost. It is about balance, clarity, and long-term strategy.
Read the full article 👇
medium.com/@inclusion.c...
But this new phase is not about migration at any cost. It is about balance, clarity, and long-term strategy.
Read the full article 👇
medium.com/@inclusion.c...
Your data, your agents, your experts — one connected AI ecosystem.
That’s how Oracle Fusion is redefining enterprise intelligence.
#OracleAI #FusionAI #DigitalTransformation
That’s how Oracle Fusion is redefining enterprise intelligence.
#OracleAI #FusionAI #DigitalTransformation
November 18, 2025 at 4:24 PM
Your data, your agents, your experts — one connected AI ecosystem.
That’s how Oracle Fusion is redefining enterprise intelligence.
#OracleAI #FusionAI #DigitalTransformation
That’s how Oracle Fusion is redefining enterprise intelligence.
#OracleAI #FusionAI #DigitalTransformation
This week in TCC: LLMs were stronger because of their great memory.
But what if the smartest systems are the ones that know exactly when to forget?
www.linkedin.com/pulse/goldfi...
But what if the smartest systems are the ones that know exactly when to forget?
www.linkedin.com/pulse/goldfi...
The Goldfish Effect: Rethinking Data in AI Systems
How RAG models enable enterprises to balance AI intelligence and privacy through “temporary intelligence”: smarter, compliant, and data-secure systems.
www.linkedin.com
November 17, 2025 at 4:28 PM
This week in TCC: LLMs were stronger because of their great memory.
But what if the smartest systems are the ones that know exactly when to forget?
www.linkedin.com/pulse/goldfi...
But what if the smartest systems are the ones that know exactly when to forget?
www.linkedin.com/pulse/goldfi...
AI can write code.
But can it understand intent, constraints, and scale? Not yet. ⚙️
Senior architects still anchor the whole loop—refining prompts, validating outputs, and preventing costly misinterpretations.
Infographic below 👇
But can it understand intent, constraints, and scale? Not yet. ⚙️
Senior architects still anchor the whole loop—refining prompts, validating outputs, and preventing costly misinterpretations.
Infographic below 👇
November 14, 2025 at 1:14 PM
AI can write code.
But can it understand intent, constraints, and scale? Not yet. ⚙️
Senior architects still anchor the whole loop—refining prompts, validating outputs, and preventing costly misinterpretations.
Infographic below 👇
But can it understand intent, constraints, and scale? Not yet. ⚙️
Senior architects still anchor the whole loop—refining prompts, validating outputs, and preventing costly misinterpretations.
Infographic below 👇
🐠 Ever heard of the Goldfish Effect in AI?
We’re moving from generic AI to contextual AI.
And Retrieval-Augmented Generation (RAG) is the key to that shift.
🧵 A thread of how models that can process your data and keeping it private.
#AI #RAG #EnterpriseAI
We’re moving from generic AI to contextual AI.
And Retrieval-Augmented Generation (RAG) is the key to that shift.
🧵 A thread of how models that can process your data and keeping it private.
#AI #RAG #EnterpriseAI
November 13, 2025 at 3:55 PM
🐠 Ever heard of the Goldfish Effect in AI?
We’re moving from generic AI to contextual AI.
And Retrieval-Augmented Generation (RAG) is the key to that shift.
🧵 A thread of how models that can process your data and keeping it private.
#AI #RAG #EnterpriseAI
We’re moving from generic AI to contextual AI.
And Retrieval-Augmented Generation (RAG) is the key to that shift.
🧵 A thread of how models that can process your data and keeping it private.
#AI #RAG #EnterpriseAI
What if your AI could think over your data without ever exposing it?
By combining public data, private data, and multimodal AI models, Oracle is redefining how enterprises use AI safely and intelligently.
Check out how the three layers connect in our latest infographic 👇
By combining public data, private data, and multimodal AI models, Oracle is redefining how enterprises use AI safely and intelligently.
Check out how the three layers connect in our latest infographic 👇
November 12, 2025 at 1:35 PM
What if your AI could think over your data without ever exposing it?
By combining public data, private data, and multimodal AI models, Oracle is redefining how enterprises use AI safely and intelligently.
Check out how the three layers connect in our latest infographic 👇
By combining public data, private data, and multimodal AI models, Oracle is redefining how enterprises use AI safely and intelligently.
Check out how the three layers connect in our latest infographic 👇
The worst enemy of SAP migrations? Disorganization.
With so many teams and vendors involved, “I thought they were doing it” happens way too often.
That’s why we use the RACI framework to keep everything (and everyone) aligned.
See how it works 👇
With so many teams and vendors involved, “I thought they were doing it” happens way too often.
That’s why we use the RACI framework to keep everything (and everyone) aligned.
See how it works 👇
November 11, 2025 at 12:51 PM
The worst enemy of SAP migrations? Disorganization.
With so many teams and vendors involved, “I thought they were doing it” happens way too often.
That’s why we use the RACI framework to keep everything (and everyone) aligned.
See how it works 👇
With so many teams and vendors involved, “I thought they were doing it” happens way too often.
That’s why we use the RACI framework to keep everything (and everyone) aligned.
See how it works 👇
This week in TCC
For years, enterprises faced an impossible trade-off: either let AI access private data and risk privacy, or protect it and lose intelligence.
But that hard choice is coming to an end: www.linkedin.com/pulse/new-pr...
For years, enterprises faced an impossible trade-off: either let AI access private data and risk privacy, or protect it and lose intelligence.
But that hard choice is coming to an end: www.linkedin.com/pulse/new-pr...
The New Privacy Framework of Enterprise AI?
Discover how RAG and vectorization form the new privacy framework of enterprise AI, enabling secure, contextual, and intelligent reasoning.
www.linkedin.com
November 10, 2025 at 2:05 PM
This week in TCC
For years, enterprises faced an impossible trade-off: either let AI access private data and risk privacy, or protect it and lose intelligence.
But that hard choice is coming to an end: www.linkedin.com/pulse/new-pr...
For years, enterprises faced an impossible trade-off: either let AI access private data and risk privacy, or protect it and lose intelligence.
But that hard choice is coming to an end: www.linkedin.com/pulse/new-pr...
In this guide, you’ll find:
✅ Why planning is the #1 success factor in SAP migrations.
✅ The 7 critical planning phases every CIO must address before cutover.
✅ How to balance Brownfield, Greenfield, and Hybrid approaches.
Check it out 👇 inclusioncloud.com/insights/blo...
✅ Why planning is the #1 success factor in SAP migrations.
✅ The 7 critical planning phases every CIO must address before cutover.
✅ How to balance Brownfield, Greenfield, and Hybrid approaches.
Check it out 👇 inclusioncloud.com/insights/blo...
Before the Cutover: Planning Lessons for SAP Migrations
Planning is the key to SAP migration success. Define scope, assess integrations, and secure the right resources before cutover.
inclusioncloud.com
November 6, 2025 at 4:16 PM
In this guide, you’ll find:
✅ Why planning is the #1 success factor in SAP migrations.
✅ The 7 critical planning phases every CIO must address before cutover.
✅ How to balance Brownfield, Greenfield, and Hybrid approaches.
Check it out 👇 inclusioncloud.com/insights/blo...
✅ Why planning is the #1 success factor in SAP migrations.
✅ The 7 critical planning phases every CIO must address before cutover.
✅ How to balance Brownfield, Greenfield, and Hybrid approaches.
Check it out 👇 inclusioncloud.com/insights/blo...
Global scale. Local precision.
We’re unveiling new capabilities in our partnership with Oracle - bringing enterprise-grade innovation, executed by certified experts.
Explore what’s new: inclusioncloud.com/technologies...
We’re unveiling new capabilities in our partnership with Oracle - bringing enterprise-grade innovation, executed by certified experts.
Explore what’s new: inclusioncloud.com/technologies...
November 5, 2025 at 1:00 PM
Global scale. Local precision.
We’re unveiling new capabilities in our partnership with Oracle - bringing enterprise-grade innovation, executed by certified experts.
Explore what’s new: inclusioncloud.com/technologies...
We’re unveiling new capabilities in our partnership with Oracle - bringing enterprise-grade innovation, executed by certified experts.
Explore what’s new: inclusioncloud.com/technologies...
Is vibe coding leading us to “vibe architecture”?
This approach is a big win in terms of speed and in widening access to software development. But the real problem is what gets left behind in the process...
Check this out in our latest article: medium.com/@inclusion.c...
This approach is a big win in terms of speed and in widening access to software development. But the real problem is what gets left behind in the process...
Check this out in our latest article: medium.com/@inclusion.c...
Is Vibe Coding Leading us to Vibe Architecture?
Writing code isn’t the same as developing software - and that gap becomes painfully obvious as projects grow.
medium.com
November 4, 2025 at 1:13 PM
Is vibe coding leading us to “vibe architecture”?
This approach is a big win in terms of speed and in widening access to software development. But the real problem is what gets left behind in the process...
Check this out in our latest article: medium.com/@inclusion.c...
This approach is a big win in terms of speed and in widening access to software development. But the real problem is what gets left behind in the process...
Check this out in our latest article: medium.com/@inclusion.c...
This week in TCC: Why migrations go off track?
It’s usually not about tech but the chaos in between.
Today, we see the real reasons migrations stall and the framework that keeps everything (and everyone) on track 👇
www.linkedin.com/pulse/raci-m...
It’s usually not about tech but the chaos in between.
Today, we see the real reasons migrations stall and the framework that keeps everything (and everyone) on track 👇
www.linkedin.com/pulse/raci-m...
The RACI Matrix: Your Migration Lifelines
Discover why most migrations go off track and how a simple framework like RACI can bring clarity, speed, and accountability.
www.linkedin.com
November 3, 2025 at 2:14 PM
This week in TCC: Why migrations go off track?
It’s usually not about tech but the chaos in between.
Today, we see the real reasons migrations stall and the framework that keeps everything (and everyone) on track 👇
www.linkedin.com/pulse/raci-m...
It’s usually not about tech but the chaos in between.
Today, we see the real reasons migrations stall and the framework that keeps everything (and everyone) on track 👇
www.linkedin.com/pulse/raci-m...
If you’ve ever lost sleep over integration risks, talent shortages, or deadlines closing in…you’re not alone.
Leaders everywhere are haunted by familiar fears.
These are the CIO’s classic nightmares during SAP migrations 🧵
Leaders everywhere are haunted by familiar fears.
These are the CIO’s classic nightmares during SAP migrations 🧵
October 31, 2025 at 6:04 PM
If you’ve ever lost sleep over integration risks, talent shortages, or deadlines closing in…you’re not alone.
Leaders everywhere are haunted by familiar fears.
These are the CIO’s classic nightmares during SAP migrations 🧵
Leaders everywhere are haunted by familiar fears.
These are the CIO’s classic nightmares during SAP migrations 🧵
Is your integration strategy driving ROI or just costs?
Companies using @SAP Integration Suite saw:
🔹 345% ROI
🔹 6-month payback
🔹 $3.7M net value in 3 years
Integration isn’t a cost center anymore.
It’s a profit engine.
See the full impact 👇
#SAP #DigitalTransformation
Companies using @SAP Integration Suite saw:
🔹 345% ROI
🔹 6-month payback
🔹 $3.7M net value in 3 years
Integration isn’t a cost center anymore.
It’s a profit engine.
See the full impact 👇
#SAP #DigitalTransformation
October 30, 2025 at 1:44 PM
Is your integration strategy driving ROI or just costs?
Companies using @SAP Integration Suite saw:
🔹 345% ROI
🔹 6-month payback
🔹 $3.7M net value in 3 years
Integration isn’t a cost center anymore.
It’s a profit engine.
See the full impact 👇
#SAP #DigitalTransformation
Companies using @SAP Integration Suite saw:
🔹 345% ROI
🔹 6-month payback
🔹 $3.7M net value in 3 years
Integration isn’t a cost center anymore.
It’s a profit engine.
See the full impact 👇
#SAP #DigitalTransformation
#ERPMigration isn’t for the faint of heart.
Moving from SAP ECC to S/4HANA means rethinking the very core of your business.
It’s one of the largest, most complex transformations a company can take on.
And we broke down why in our latest infographic 👇
#SAP #S4HANA
Moving from SAP ECC to S/4HANA means rethinking the very core of your business.
It’s one of the largest, most complex transformations a company can take on.
And we broke down why in our latest infographic 👇
#SAP #S4HANA
October 29, 2025 at 12:55 PM
#ERPMigration isn’t for the faint of heart.
Moving from SAP ECC to S/4HANA means rethinking the very core of your business.
It’s one of the largest, most complex transformations a company can take on.
And we broke down why in our latest infographic 👇
#SAP #S4HANA
Moving from SAP ECC to S/4HANA means rethinking the very core of your business.
It’s one of the largest, most complex transformations a company can take on.
And we broke down why in our latest infographic 👇
#SAP #S4HANA