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
What should you expect from an SAP partner today?
At Inclusion Cloud, we’ve spent over 20 years working with SAP across industries.
▶️ Watch how we deliver SAP outcomes, not just implementations.
At Inclusion Cloud, we’ve spent over 20 years working with SAP across industries.
▶️ Watch how we deliver SAP outcomes, not just implementations.
In the final episode of Governing Multi-Agent Systems, we look at agent-to-agent communication and how protocols such as A2A allow agents from different platforms to discover each other, exchange context, and work on the same process.
www.linkedin.com/pulse/episod...
www.linkedin.com/pulse/episod...
EPISODE_04 - Agent-to-Agent Communication: How AI Agents Work Together
In the final episode, learn how agent-to-agent communication enables AI agents to delegate work and why companies must govern every handoff.
www.linkedin.com
September 25, 2026 at 12:59 PM
In the final episode of Governing Multi-Agent Systems, we look at agent-to-agent communication and how protocols such as A2A allow agents from different platforms to discover each other, exchange context, and work on the same process.
www.linkedin.com/pulse/episod...
www.linkedin.com/pulse/episod...
AI governance needs more than an inventory of models and agents.
ServiceNow AI Control Tower connects AI assets with the services, owners, and processes around them.
Here's how this AI Accelerator can support that process: inclusioncloud.com/insights/blo...
ServiceNow AI Control Tower connects AI assets with the services, owners, and processes around them.
Here's how this AI Accelerator can support that process: inclusioncloud.com/insights/blo...
ServiceNow AI Control Tower: The Enterprise Guide
ServiceNow AI Control Tower provides enterprise AI governance, model provider controls, value tracking, and AI Gateway capabilities.
inclusioncloud.com
September 22, 2026 at 4:33 PM
AI governance needs more than an inventory of models and agents.
ServiceNow AI Control Tower connects AI assets with the services, owners, and processes around them.
Here's how this AI Accelerator can support that process: inclusioncloud.com/insights/blo...
ServiceNow AI Control Tower connects AI assets with the services, owners, and processes around them.
Here's how this AI Accelerator can support that process: inclusioncloud.com/insights/blo...
NVIDIA improved Claude Opus 5 performance across several testing scenarios.
The difference? Changes to the AI harness around the model.
How much can the surrounding architecture influence AI performance, cost, and control? www.linkedin.com/pulse/why-ai...
The difference? Changes to the AI harness around the model.
How much can the surrounding architecture influence AI performance, cost, and control? www.linkedin.com/pulse/why-ai...
Why the AI Harness Matters More Than the Model
Guide to AI harness architecture and why the layer around the model matters for enterprise AI performance, cost, governance, and control.
www.linkedin.com
September 21, 2026 at 2:52 PM
NVIDIA improved Claude Opus 5 performance across several testing scenarios.
The difference? Changes to the AI harness around the model.
How much can the surrounding architecture influence AI performance, cost, and control? www.linkedin.com/pulse/why-ai...
The difference? Changes to the AI harness around the model.
How much can the surrounding architecture influence AI performance, cost, and control? www.linkedin.com/pulse/why-ai...
Which SAP tool should you use to manage AI consumption?
It depends on the question you’re trying to answer.
From AI Units and Joule usage to agent governance, process inefficiencies, and BTP costs, this quick guide shows you where to look first.
It depends on the question you’re trying to answer.
From AI Units and Joule usage to agent governance, process inefficiencies, and BTP costs, this quick guide shows you where to look first.
September 18, 2026 at 2:08 PM
Which SAP tool should you use to manage AI consumption?
It depends on the question you’re trying to answer.
From AI Units and Joule usage to agent governance, process inefficiencies, and BTP costs, this quick guide shows you where to look first.
It depends on the question you’re trying to answer.
From AI Units and Joule usage to agent governance, process inefficiencies, and BTP costs, this quick guide shows you where to look first.
One model for everything can become an expensive strategy.
Model routing gives SAP AI architectures a way to match models to workloads and manage the trade-off between cost and performance.
Check it out in our infographic.
Model routing gives SAP AI architectures a way to match models to workloads and manage the trade-off between cost and performance.
Check it out in our infographic.
September 16, 2026 at 2:27 PM
One model for everything can become an expensive strategy.
Model routing gives SAP AI architectures a way to match models to workloads and manage the trade-off between cost and performance.
Check it out in our infographic.
Model routing gives SAP AI architectures a way to match models to workloads and manage the trade-off between cost and performance.
Check it out in our infographic.
In an interview with CNN, Satya Nadella touched on an emerging AI challenge: Who owns the knowledge your organization creates while using AI? www.linkedin.com/pulse/satya-...
Satya Nadella’s Warning: Who Owns AI Knowledge?
A guide to agentic AI governance and knowledge lock-in based on Satya Nadella’s warning about protecting the knowledge AI creates.
www.linkedin.com
September 14, 2026 at 1:51 PM
In an interview with CNN, Satya Nadella touched on an emerging AI challenge: Who owns the knowledge your organization creates while using AI? www.linkedin.com/pulse/satya-...
In Ep02 of Governing Multi-Agent Systems, we go deeper into model routing, the architecture that can help CIOs and CFOs balance performance, token usage, cost, and risk as AI scales across the enterprise.
Read it here: www.linkedin.com/pulse/episod...
Follow us for more episodes every Thursday.
Read it here: www.linkedin.com/pulse/episod...
Follow us for more episodes every Thursday.
EPISODE_02 - Model Routing: How to Select the Right Model for Each Task
Model routing helps companies decide which model, tool, or system should handle each request based on quality, cost, speed, and risk.
www.linkedin.com
September 10, 2026 at 2:18 PM
In Ep02 of Governing Multi-Agent Systems, we go deeper into model routing, the architecture that can help CIOs and CFOs balance performance, token usage, cost, and risk as AI scales across the enterprise.
Read it here: www.linkedin.com/pulse/episod...
Follow us for more episodes every Thursday.
Read it here: www.linkedin.com/pulse/episod...
Follow us for more episodes every Thursday.
AI agents are spreading across companies, often faster than IT can keep track of them. SAP is using LeanIX to map what is running, what it connects to, and who owns it: inclusioncloud.com/insights/blo...
AI Sprawl Is Growing. Here’s How SAP LeanIX Is Fighting It
SAP LeanIX is expanding into AI governance, helping companies map agents, models, MCP servers, and the growing problem of AI sprawl.
inclusioncloud.com
September 9, 2026 at 12:50 PM
AI agents are spreading across companies, often faster than IT can keep track of them. SAP is using LeanIX to map what is running, what it connects to, and who owns it: inclusioncloud.com/insights/blo...
In a recent interview, Satya Nadella shared what he believes is the fundamental question in AI governance:
What happens to the knowledge your people and agents create while using these models?
We explored this in our latest article: inclusioncloud.com/insights/blo...
What happens to the knowledge your people and agents create while using these models?
We explored this in our latest article: inclusioncloud.com/insights/blo...
September 8, 2026 at 2:10 PM
In a recent interview, Satya Nadella shared what he believes is the fundamental question in AI governance:
What happens to the knowledge your people and agents create while using these models?
We explored this in our latest article: inclusioncloud.com/insights/blo...
What happens to the knowledge your people and agents create while using these models?
We explored this in our latest article: inclusioncloud.com/insights/blo...
At Anthropic, more than 80% of merged code is now authored by Claude, while engineers merge 8× more code than in 2024.
What happens when that acceleration reaches enterprise workflows? www.linkedin.com/pulse/anthro...
What happens when that acceleration reaches enterprise workflows? www.linkedin.com/pulse/anthro...
Anthropic & the Business Impact of Recursive AI
An analysis of Anthropic’s recursive self-improvement research and its implications for enterprise AI, organizational capacity, workflows, and governance.
www.linkedin.com
September 7, 2026 at 2:23 PM
At Anthropic, more than 80% of merged code is now authored by Claude, while engineers merge 8× more code than in 2024.
What happens when that acceleration reaches enterprise workflows? www.linkedin.com/pulse/anthro...
What happens when that acceleration reaches enterprise workflows? www.linkedin.com/pulse/anthro...
This September, we’re publishing a four-part series on the concepts companies need to understand as they begin governing multi-agent systems.
We'll start with a term that is showing up more and more in papers: the “AI harness”.
Read it here: www.linkedin.com/pulse/episod...
We'll start with a term that is showing up more and more in papers: the “AI harness”.
Read it here: www.linkedin.com/pulse/episod...
EPISODE_01 - AI Harness, a.k.a. the Model Wrapper
We start with the AI harness - the layer that can help models perform better while keeping company knowledge protected.
www.linkedin.com
September 3, 2026 at 4:49 PM
This September, we’re publishing a four-part series on the concepts companies need to understand as they begin governing multi-agent systems.
We'll start with a term that is showing up more and more in papers: the “AI harness”.
Read it here: www.linkedin.com/pulse/episod...
We'll start with a term that is showing up more and more in papers: the “AI harness”.
Read it here: www.linkedin.com/pulse/episod...
Read the recap of the Document AI Workshop we hosted together with SAP, bringing together leaders from more than 50 companies across industries: inclusioncloud.com/insights/blo...
SAP Document AI Workshop: Second Edition - Key Takeaways
Recap of our second SAP Document AI Workshop, covering BTP workflows, out-of-the-box capabilities, confidence-based review, and ROI.
inclusioncloud.com
September 1, 2026 at 1:42 PM
Read the recap of the Document AI Workshop we hosted together with SAP, bringing together leaders from more than 50 companies across industries: inclusioncloud.com/insights/blo...
Summarizing an email may only require a lightweight AI model. Generating complex code may need a more capable one.
Model Routing makes that decision part of the architecture: www.linkedin.com/pulse/how-ro...
Model Routing makes that decision part of the architecture: www.linkedin.com/pulse/how-ro...
How to Route Tasks to the Right AI Model
How Model Routing can align AI models, specialized services, automation, and human oversight with business processes while balancing cost and outcomes.
www.linkedin.com
August 31, 2026 at 1:57 PM
Summarizing an email may only require a lightweight AI model. Generating complex code may need a more capable one.
Model Routing makes that decision part of the architecture: www.linkedin.com/pulse/how-ro...
Model Routing makes that decision part of the architecture: www.linkedin.com/pulse/how-ro...
How can companies get the most out of SAP’s AI capabilities without breaking the bank? Model Routing can be one of the answers.
August 26, 2026 at 1:04 PM
How can companies get the most out of SAP’s AI capabilities without breaking the bank? Model Routing can be one of the answers.
Nearly 50 companies joined the second edition of our SAP DocAI Workshop, and one of the most interesting discussions was around a problem we see often: automation can actually add complexity when the underlying process isn’t designed well.
www.linkedin.com/pulse/sap-do...
www.linkedin.com/pulse/sap-do...
SAP Document AI Workshop: 2nd Edition Recap
A recap of the key takeaways from SAP and Inclusion Cloud DocAI Workshop, from hands-on automation and workflows to integration and ROI.
www.linkedin.com
August 24, 2026 at 2:23 PM
Nearly 50 companies joined the second edition of our SAP DocAI Workshop, and one of the most interesting discussions was around a problem we see often: automation can actually add complexity when the underlying process isn’t designed well.
www.linkedin.com/pulse/sap-do...
www.linkedin.com/pulse/sap-do...
“We created a monster.”
That was the reaction of a CIO after his company's AI spending jumped 7x in a single day.
The technology was the same. The economics had changed.
That is why AI FinOps is quickly becoming part of the enterprise AI conversation: www.linkedin.com/pulse/5-core...
That was the reaction of a CIO after his company's AI spending jumped 7x in a single day.
The technology was the same. The economics had changed.
That is why AI FinOps is quickly becoming part of the enterprise AI conversation: www.linkedin.com/pulse/5-core...
The 5 Core Pillars of Enterprise AI FinOps
AI agents are changing enterprise economics. Explore the five pillars of AI FinOps and why governance, architecture and observability now matter.
www.linkedin.com
August 20, 2026 at 12:40 PM
“We created a monster.”
That was the reaction of a CIO after his company's AI spending jumped 7x in a single day.
The technology was the same. The economics had changed.
That is why AI FinOps is quickly becoming part of the enterprise AI conversation: www.linkedin.com/pulse/5-core...
That was the reaction of a CIO after his company's AI spending jumped 7x in a single day.
The technology was the same. The economics had changed.
That is why AI FinOps is quickly becoming part of the enterprise AI conversation: www.linkedin.com/pulse/5-core...
Individual time savings and reimagining an entire business process are two different ways AI can create value.
Our whitepaper explores that distinction.
Download it here: inclusioncloud.com/insights/whi...
Our whitepaper explores that distinction.
Download it here: inclusioncloud.com/insights/whi...
Understanding AI Types of Value: Soft ROI vs. Hard ROI - Inclusion Cloud
This guide introduces a practical framework to distinguish between Soft ROI and Hard ROI, helping leaders evaluate when AI creates individual productivity gains, when it can improve business processes...
inclusioncloud.com
August 19, 2026 at 2:07 PM
Individual time savings and reimagining an entire business process are two different ways AI can create value.
Our whitepaper explores that distinction.
Download it here: inclusioncloud.com/insights/whi...
Our whitepaper explores that distinction.
Download it here: inclusioncloud.com/insights/whi...
Every prompt is also a governance decision:
Which provider receives it?
Can it contain sensitive business data?
Who approved that model in the first place?
AI Gateways are emerging as the layer that helps organizations answer those questions: medium.com/@inclusion.c...
Which provider receives it?
Can it contain sensitive business data?
Who approved that model in the first place?
AI Gateways are emerging as the layer that helps organizations answer those questions: medium.com/@inclusion.c...
AI Gateways Guide: How To Reduce Costs Without Sacrificing Performance
Most organizations started with a single LLM and a handful of use cases. As new models entered the market, however, they discovered that no…
medium.com
August 14, 2026 at 2:44 PM
Every prompt is also a governance decision:
Which provider receives it?
Can it contain sensitive business data?
Who approved that model in the first place?
AI Gateways are emerging as the layer that helps organizations answer those questions: medium.com/@inclusion.c...
Which provider receives it?
Can it contain sensitive business data?
Who approved that model in the first place?
AI Gateways are emerging as the layer that helps organizations answer those questions: medium.com/@inclusion.c...
We asked Reddit’s CIO community which AI projects they believed were most likely to secure leadership funding.
Check their answers in our latest article: medium.com/@inclusion.c...
Check their answers in our latest article: medium.com/@inclusion.c...
AI Tokenomics: What Types of AI Projects Get Funded?
Getting funding for an AI project can be an uncomfortable conversation.
medium.com
August 12, 2026 at 1:06 PM
We asked Reddit’s CIO community which AI projects they believed were most likely to secure leadership funding.
Check their answers in our latest article: medium.com/@inclusion.c...
Check their answers in our latest article: medium.com/@inclusion.c...
As enterprise AI adoption grows, controlling token consumption becomes an architectural challenge as much as a financial one. Today, we explore why AI Gateways are becoming a key building block for AI FinOps: www.linkedin.com/pulse/ai-gat...
AI Gateways: The Governance Layer for AI FinOps
How AI Gateways enable AI FinOps through model routing, token governance, and centralized controls that optimize enterprise AI spending.
www.linkedin.com
August 10, 2026 at 3:18 PM
As enterprise AI adoption grows, controlling token consumption becomes an architectural challenge as much as a financial one. Today, we explore why AI Gateways are becoming a key building block for AI FinOps: www.linkedin.com/pulse/ai-gat...
How do you keep AI spending predictable as Joule and AI agents become part of everyday operations?
In our latest article, we break down how to move from unpredictable AI spending to business-aligned AI investment within SAP Business AI initiatives: inclusioncloud.com/insights/con...
In our latest article, we break down how to move from unpredictable AI spending to business-aligned AI investment within SAP Business AI initiatives: inclusioncloud.com/insights/con...
Don’t Let Joule Spending Run Wild: How to Control AI Units
Learn how SAP AI Units work, how Joule consumption is measured, and how companies can control AI spending through SAP for Me, and FinOps.
inclusioncloud.com
August 5, 2026 at 1:30 PM
How do you keep AI spending predictable as Joule and AI agents become part of everyday operations?
In our latest article, we break down how to move from unpredictable AI spending to business-aligned AI investment within SAP Business AI initiatives: inclusioncloud.com/insights/con...
In our latest article, we break down how to move from unpredictable AI spending to business-aligned AI investment within SAP Business AI initiatives: inclusioncloud.com/insights/con...
In today's episode of TCC, we explore how AI FinOps translates into the SAP ecosystem and the key elements behind a healthier AI consumption strategy: www.linkedin.com/pulse/sap-to...
SAP Tokenomiks: How to Control Joule & AI Unit Spending
An overview of AI FinOps in SAP, covering AI Units, SAP Business AI licensing, governance, and enterprise AI consumption strategies.
www.linkedin.com
August 3, 2026 at 2:02 PM
In today's episode of TCC, we explore how AI FinOps translates into the SAP ecosystem and the key elements behind a healthier AI consumption strategy: www.linkedin.com/pulse/sap-to...
Next up in our SAP tokenomics series: the toolbox.
Which SAP tools can help you understand where AI spending is coming from?
Here’s where to look: medium.com/p/b3b3d1ca41b8
Which SAP tools can help you understand where AI spending is coming from?
Here’s where to look: medium.com/p/b3b3d1ca41b8
Which SAP Tool Should You Use to Control AI Consumption?
Following our series on SAP tokenomics, one question kept coming up: which SAP tool should you use for what?
medium.com
July 30, 2026 at 1:24 PM
Next up in our SAP tokenomics series: the toolbox.
Which SAP tools can help you understand where AI spending is coming from?
Here’s where to look: medium.com/p/b3b3d1ca41b8
Which SAP tools can help you understand where AI spending is coming from?
Here’s where to look: medium.com/p/b3b3d1ca41b8
The next wave of demand won't just be about technical expertise.
It will be about connecting AI to business outcomes, improving operations, and managing growing AI costs as tokenomics becomes part of the conversation.
Here are 5 AI roles set to be in high demand by 2027 🧵
It will be about connecting AI to business outcomes, improving operations, and managing growing AI costs as tokenomics becomes part of the conversation.
Here are 5 AI roles set to be in high demand by 2027 🧵
July 29, 2026 at 7:53 PM
The next wave of demand won't just be about technical expertise.
It will be about connecting AI to business outcomes, improving operations, and managing growing AI costs as tokenomics becomes part of the conversation.
Here are 5 AI roles set to be in high demand by 2027 🧵
It will be about connecting AI to business outcomes, improving operations, and managing growing AI costs as tokenomics becomes part of the conversation.
Here are 5 AI roles set to be in high demand by 2027 🧵
In this new episode of TCC, we explore why the AI talent market is changing and the three AI "unicorns" enterprises are competing for in 2027:
www.linkedin.com/pulse/most-i...
www.linkedin.com/pulse/most-i...
The Most In-Demand Enterprise AI Roles For 2027
Enterprise AI hiring is shifting toward hybrid roles that combine technical, business, and governance skills. Explore the three profiles shaping 2027.
www.linkedin.com
July 27, 2026 at 2:03 PM
In this new episode of TCC, we explore why the AI talent market is changing and the three AI "unicorns" enterprises are competing for in 2027:
www.linkedin.com/pulse/most-i...
www.linkedin.com/pulse/most-i...