We Are Your Enterprise
FinOps & Agentic AI Partner

We specialize in enterprise finops consulting and agentic AI implementation, delivering measurable cloud cost optimization and smarter operations for modern enterprises

We Are Your Enterprise
FinOps & Agentic AI Partner

We specialize in enterprise finops consulting and agentic AI implementation, delivering measurable cloud cost optimization and smarter operations for modern enterprises

We Are Your Enterprise
FinOps & Agentic AI Partner

We specialize in enterprise finops consulting and agentic AI implementation, delivering measurable cloud cost optimization and smarter operations for modern enterprises

We Are Your Enterprise
FinOps & Agentic AI Partner

We specialize in enterprise finops consulting and agentic AI implementation, delivering measurable cloud cost optimization and smarter operations for modern enterprises

trusted by leading organizations globally

0
In finops savings
0
agentic ai implementation success
0
delighted clients

success stories

Transformations From FinOps & Agentic AI Implementation

Proven cloud cost savings even for enterprises who already have finops teams along with Agentic AI transformations even in highly regulated industries, with a proven record of success.

success stories

Transformations From FinOps & Agentic AI Implementation

Proven cloud cost savings even for enterprises who already have finops teams along with Agentic AI transformations even in highly regulated industries, with a proven record of success.

success stories

Transformations From FinOps & Agentic AI Implementation

Proven cloud cost savings even for enterprises who already have finops teams along with Agentic AI transformations even in highly regulated industries, with a proven record of success.

success stories

Transformations From FinOps & Agentic AI Implementation

Proven cloud cost savings even for enterprises who already have finops teams along with Agentic AI transformations even in highly regulated industries, with a proven record of success.

our solutions

Explore Our Enterprise Solutions

We are experts in modern technology transformation; we have a range of bespoke enterprise finops consulting solutions across technology cost management and agentic AI implementation

our solutions

Explore Our Enterprise Solutions

We are experts in modern technology transformation; we have a range of bespoke enterprise finops consulting solutions across technology cost management and agentic AI implementation

our solutions

Explore Our Enterprise Solutions

We are experts in modern technology transformation; we have a range of bespoke enterprise finops consulting solutions across technology cost management and agentic AI implementation

our solutions

Explore Our Enterprise Solutions

We are experts in modern technology transformation; we have a range of bespoke enterprise finops consulting solutions across technology cost management and agentic AI implementation

Enterprise Cloud Cost Management

We help your enterprise save money on cloud infrastructure using custom tools to uncover uncovered waste your current finops team does't see

Enterprise Cloud Cost Management

We help your enterprise save money on cloud infrastructure using custom tools to uncover uncovered waste your current finops team does't see

Enterprise Cloud Cost Management

We help your enterprise save money on cloud infrastructure using custom tools to uncover uncovered waste your current finops team does't see

Enterprise Cloud Cost Management

We help your enterprise save money on cloud infrastructure using custom tools to uncover uncovered waste your current finops team does't see

Agentic AI Transformation

We help transform your enteprise's processes with safe human in the loop workflows and seemless integrations in a way that doesn't disturb your current tech

Agentic AI Transformation

We help transform your enteprise's processes with safe human in the loop workflows and seemless integrations in a way that doesn't disturb your current tech

Agentic AI Transformation

We help transform your enteprise's processes with safe human in the loop workflows and seemless integrations in a way that doesn't disturb your current tech

Agentic AI Transformation

We help transform your enteprise's processes with safe human in the loop workflows and seemless integrations in a way that doesn't disturb your current tech

Our Delivery Model

Our approach combines human expertise with technology-driven enterprise finops consulting, ensuring we safely and effectively address complex client challenges, unlock the value in data, and deliver actionable insights and impactful agentic AI implementation solutions.

Our Delivery Model

Our approach combines human expertise with technology-driven enterprise finops consulting, ensuring we safely and effectively address complex client challenges, unlock the value in data, and deliver actionable insights and impactful agentic AI implementation solutions.

Our Delivery Model

Our approach combines human expertise with technology-driven enterprise finops consulting, ensuring we safely and effectively address complex client challenges, unlock the value in data, and deliver actionable insights and impactful agentic AI implementation solutions.

Our Delivery Model

Our approach combines human expertise with technology-driven enterprise finops consulting, ensuring we safely and effectively address complex client challenges, unlock the value in data, and deliver actionable insights and impactful agentic AI implementation solutions.

Human Led Tech Driven Enterprise FinOps: Audit, cloud cost optimization efficiency review, KPI dashboard

Human Led Tech Driven Enterprise FinOps: Audit, cloud cost optimization efficiency review, KPI dashboard

Human Led Tech Driven Enterprise FinOps: Audit, cloud cost optimization efficiency review, KPI dashboard

Human Led Tech Driven Enterprise FinOps: Audit, cloud cost optimization efficiency review, KPI dashboard

Enterprise Agentic AI Implementation: Automation for business and IT teams for

Enterprise Agentic AI Implementation: Automation for business and IT teams for

Enterprise Agentic AI Implementation: Automation for business and IT teams for

Enterprise Agentic AI Implementation: Automation for business and IT teams for

Testimonials

What Clients Say About Finabeo

Words from our existing clients for whom we have helped save money on cloud costs

Testimonials

What Clients Say About Finabeo

Words from our existing clients for whom we have helped save money on cloud costs

Testimonials

What Clients Say About Finabeo

Words from our existing clients for whom we have helped save money on cloud costs

case studies

Industries We Specialize In

A proven track record of delivering cloud cost savings over a variety of industries like financial services, legal and professional, tech & agentic AI transformations.

case studies

Industries We Specialize In

A proven track record of delivering cloud cost savings over a variety of industries like financial services, legal and professional, tech & agentic AI transformations.

case studies

Industries We Specialize In

A proven track record of delivering cloud cost savings over a variety of industries like financial services, legal and professional, tech & agentic AI transformations.

case studies

Industries We Specialize In

A proven track record of delivering cloud cost savings over a variety of industries like financial services, legal and professional, tech & agentic AI transformations.

Energy, Water & Utilities Sector

With these industries being highly regulated, We've proved measurable savings through digital transformations

Energy, Water & Utilities Sector

With these industries being highly regulated, We've proved measurable savings through digital transformations

Energy, Water & Utilities Sector

With these industries being highly regulated, We've proved measurable savings through digital transformations

Energy, Water & Utilities Sector

With these industries being highly regulated, We've proved measurable savings through digital transformations

Financial Services

Dealing with financial regulations and siloed data management, Another industry we've shown savings in

Financial Services

Dealing with financial regulations and siloed data management, Another industry we've shown savings in

Financial Services

Dealing with financial regulations and siloed data management, Another industry we've shown savings in

Financial Services

Dealing with financial regulations and siloed data management, Another industry we've shown savings in

Legal & Professional Services

Namely having helped Hill Dickinson with our 3 week diagnostic, An industry we have deep expertise in for cost optimizatin

Legal & Professional Services

Namely having helped Hill Dickinson with our 3 week diagnostic, An industry we have deep expertise in for cost optimizatin

Legal & Professional Services

Namely having helped Hill Dickinson with our 3 week diagnostic, An industry we have deep expertise in for cost optimizatin

Legal & Professional Services

Namely having helped Hill Dickinson with our 3 week diagnostic, An industry we have deep expertise in for cost optimizatin

Tech & Digital Companies

Having helped Datawrkz & other large techc companies, We've heled with fixing tech inefficiences for large cloud optimization

Tech & Digital Companies

Having helped Datawrkz & other large techc companies, We've heled with fixing tech inefficiences for large cloud optimization

Tech & Digital Companies

Having helped Datawrkz & other large techc companies, We've heled with fixing tech inefficiences for large cloud optimization

Tech & Digital Companies

Having helped Datawrkz & other large techc companies, We've heled with fixing tech inefficiences for large cloud optimization

white and black satellite dish on top of white building
white and black satellite dish on top of white building
white and black satellite dish on top of white building
white and black satellite dish on top of white building

Major Telecom Business

Telecommunications

A telecom leader identified £6.42m in immediate Azure savings plus £8m in compute efficiencies through tagging and optimisation.

view case study

a very tall building with a lot of windows
a very tall building with a lot of windows
a very tall building with a lot of windows
a very tall building with a lot of windows

Global Insurance Provider

Financial Services

A global insurer uncovered $17m in annual savings, including $6m in quick wins, by aligning spend with governance and FinOps practices.

view case study

high rise buildings city scape photography
high rise buildings city scape photography
high rise buildings city scape photography
high rise buildings city scape photography

Keeper Solutions

IT Consulting

An IT consulting firm reduced cloud spend by 43% on GCP and Azure through dynamic scaling, scheduling, and rightsizing.

view case study

worm's eye-view photography of ceiling
worm's eye-view photography of ceiling

We support all major hyperscalers

We support all major hyperscalers

We support all major hyperscalers

We support all major hyperscalers

Expert Team

Meet Our Enterprise FinOps & Agentic AI Experts

We are experts in modern technology transformation; we have a range of bespoke enterprise finops consulting solutions across technology cost management and agentic AI implementation

Expert Team

Meet Our Enterprise FinOps & Agentic AI Experts

We are experts in modern technology transformation; we have a range of bespoke enterprise finops consulting solutions across technology cost management and agentic AI implementation

Expert Team

Meet Our Enterprise FinOps & Agentic AI Experts

We are experts in modern technology transformation; we have a range of bespoke enterprise finops consulting solutions across technology cost management and agentic AI implementation

Expert Team

Meet Our Enterprise FinOps & Agentic AI Experts

We are experts in modern technology transformation; we have a range of bespoke enterprise finops consulting solutions across technology cost management and agentic AI implementation

Neil Crossman

CEO & Co-founder

Neil Crossman

CEO & Co-founder

Neil Crossman

CEO & Co-founder

Neil Crossman

CEO & Co-founder

Sarath Krishnan

CTO & Co-founder

Sarath Krishnan

CTO & Co-founder

Sarath Krishnan

CTO & Co-founder

Sarath Krishnan

CTO & Co-founder

Gemma Stacey

Client Director

Gemma Stacey

Client Director

Gemma Stacey

Client Director

Gemma Stacey

Client Director

Paul Greenfield

Client Director

Paul Greenfield

Client Director

Paul Greenfield

Client Director

Paul Greenfield

Client Director

Lionel Van Dongen

Associate Director

Lionel Van Dongen

Associate Director

Lionel Van Dongen

Associate Director

Lionel Van Dongen

Associate Director

Mondweep Chakravorty

Client Director

Mondweep Chakravorty

Client Director

Mondweep Chakravorty

Client Director

Mondweep Chakravorty

Client Director

Real implementation

Agentic AI Interactive Demo

AquaAssist delivers a strategic capability, not just a demo. It integrates real-time data, orchestrates multiple AI agents, and provides end-to-end automation.

view live demo

photo of outer space

Real implementation

Agentic AI Interactive Demo

AquaAssist delivers a strategic capability, not just a demo. It integrates real-time data, orchestrates multiple AI agents, and provides end-to-end automation.

view live demo

photo of outer space

Real implementation

Agentic AI Interactive Demo

AquaAssist delivers a strategic capability, not just a demo. It integrates real-time data, orchestrates multiple AI agents, and provides end-to-end automation.

view live demo

photo of outer space

Real implementation

Agentic AI Interactive Demo

AquaAssist delivers a strategic capability, not just a demo. It integrates real-time data, orchestrates multiple AI agents, and provides end-to-end automation.

view live demo

photo of outer space

FAQS

Frequenty Asked Questions

Here are common questions people have about FinOps and Agentic AI, answered for your convinence. So you better understand how we help you transform your business through cost reduction and AI transformation.

FAQS

Frequenty Asked Questions

Here are common questions people have about FinOps and Agentic AI, answered for your convinence. So you better understand how we help you transform your business through cost reduction and AI transformation.

FAQS

Frequenty Asked Questions

Here are common questions people have about FinOps and Agentic AI, answered for your convinence. So you better understand how we help you transform your business through cost reduction and AI transformation.

FAQS

Frequenty Asked Questions

Here are common questions people have about FinOps and Agentic AI, answered for your convinence. So you better understand how we help you transform your business through cost reduction and AI transformation.

finops

How much can my organization save on cloud costs?

FinOps consulting typically delivers 25-40% cost savings in the first year. Our clients average 38% savings through waste elimination, rightsizing, and improved governance. For a company spending $10M annually on cloud, this translates to $3.8M in direct savings, plus improved budget predictability and resource allocation. Most enterprises see initial cost reductions within 30-60 days, with full ROI achieved in 3-6 months. Our three-stage approach delivers quick wins first (immediate savings), followed by governance improvements and long-term optimization strategies that compound savings year-over-year.

Who should use Finabeo, and when?

If your organisation currently pays circa $50,000 or more per annum for a cloud-based service with Microsoft Azure, Amazon Web Services (AWS) or Google Cloud Platform (GCP) then let’s discuss how we can help you. We are just as effective as helping clients whose IT is outsourced to 3rd party support organisations. Unless you have been through specific/extensive cloud optimisation activities, it is likely that some of your cloud resources have been set up inefficiently. Example opportunities for optimisation include: Terminating orphan resources Resizing Azure VM instances from FS16v2 to FS4v2, if the utilisation is only 25% at peak workloads Review Database to rightsize and / or migrate Migrate from IaaS to PaaS Provide recommendations for better / cheaper and optimal options within PaaS Our software will quickly identify these efficiency opportunities and deliver specific recommendations. Whilst most organisations approach us once they realise how complex cloud cost management is, we are better positioned to help companies who are at the start of their cloud journey so that good foundations are put in place and expensive mistakes are avoided.

What does a typical working engagement with Finabeo look like?

This depends on how mature your organisation is, but we typically recommend to start with our basic diagnostic that assesses all key elements of cloud cost management and delivers the following reports: Cloud cost allocation (tagging) data quality audit - ie making sure you can track all of your cloud resources Cost optimisation opportunity report and FinOps maturity assessment KPI dashboards for key personas The above, which includes consulting support from us throughout, gives any organisation a brilliant starting point for cloud cost management. As a follow on, we often then help organisations to reduce cloud costs through running optimisation programmes and even supporting on more complex activities like cloud re-architecture and implementing technology cost governance models.

Do you require full access to my organisation’s IT estate?

No. You will simply provide us with read-only access to your Azure / AWS / GCP environment. Optimus will then provide it’s analysis recommendations based on the following data: Metadata and configuration Cost management, reservations and billing metrics Network flow logs This means we don’t access any Personally Identifiable Information (PII) data and there is no intrusive application access.

How does this compare to competition?

Unlike the hyperscaler-native-tooling or our SaaS competitors, our software gives specific recommendations tailored to business strategy and goals. Our competitors focus on technical aspects of cloud optimisation. Through our human-led approach, we address the things that really drive organisational change on cost management: sponsorship, data quality governance, clear accountabilities, incentives models, training / education, communication and building communities. Depending on the size of your cloud spend, and the complexity of your cloud estate, we charge from £5k (one-off) for: Cloud cost (allocation) data quality audit Cost optimisation opportunity report and FinOps maturity assessment KPI dashboards for key personas The above, which includes consulting support from us throughout, is all you need to overhaul your cloud spend.

How much can my organization save on cloud costs?

FinOps consulting typically delivers 25-40% cost savings in the first year. Our clients average 38% savings through waste elimination, rightsizing, and improved governance. For a company spending $10M annually on cloud, this translates to $3.8M in direct savings, plus improved budget predictability and resource allocation. Most enterprises see initial cost reductions within 30-60 days, with full ROI achieved in 3-6 months. Our three-stage approach delivers quick wins first (immediate savings), followed by governance improvements and long-term optimization strategies that compound savings year-over-year.

Who should use Finabeo, and when?

If your organisation currently pays circa $50,000 or more per annum for a cloud-based service with Microsoft Azure, Amazon Web Services (AWS) or Google Cloud Platform (GCP) then let’s discuss how we can help you. We are just as effective as helping clients whose IT is outsourced to 3rd party support organisations. Unless you have been through specific/extensive cloud optimisation activities, it is likely that some of your cloud resources have been set up inefficiently. Example opportunities for optimisation include: Terminating orphan resources Resizing Azure VM instances from FS16v2 to FS4v2, if the utilisation is only 25% at peak workloads Review Database to rightsize and / or migrate Migrate from IaaS to PaaS Provide recommendations for better / cheaper and optimal options within PaaS Our software will quickly identify these efficiency opportunities and deliver specific recommendations. Whilst most organisations approach us once they realise how complex cloud cost management is, we are better positioned to help companies who are at the start of their cloud journey so that good foundations are put in place and expensive mistakes are avoided.

What does a typical working engagement with Finabeo look like?

This depends on how mature your organisation is, but we typically recommend to start with our basic diagnostic that assesses all key elements of cloud cost management and delivers the following reports: Cloud cost allocation (tagging) data quality audit - ie making sure you can track all of your cloud resources Cost optimisation opportunity report and FinOps maturity assessment KPI dashboards for key personas The above, which includes consulting support from us throughout, gives any organisation a brilliant starting point for cloud cost management. As a follow on, we often then help organisations to reduce cloud costs through running optimisation programmes and even supporting on more complex activities like cloud re-architecture and implementing technology cost governance models.

Do you require full access to my organisation’s IT estate?

No. You will simply provide us with read-only access to your Azure / AWS / GCP environment. Optimus will then provide it’s analysis recommendations based on the following data: Metadata and configuration Cost management, reservations and billing metrics Network flow logs This means we don’t access any Personally Identifiable Information (PII) data and there is no intrusive application access.

How does this compare to competition?

Unlike the hyperscaler-native-tooling or our SaaS competitors, our software gives specific recommendations tailored to business strategy and goals. Our competitors focus on technical aspects of cloud optimisation. Through our human-led approach, we address the things that really drive organisational change on cost management: sponsorship, data quality governance, clear accountabilities, incentives models, training / education, communication and building communities. Depending on the size of your cloud spend, and the complexity of your cloud estate, we charge from £5k (one-off) for: Cloud cost (allocation) data quality audit Cost optimisation opportunity report and FinOps maturity assessment KPI dashboards for key personas The above, which includes consulting support from us throughout, is all you need to overhaul your cloud spend.

How much can my organization save on cloud costs?

FinOps consulting typically delivers 25-40% cost savings in the first year. Our clients average 38% savings through waste elimination, rightsizing, and improved governance. For a company spending $10M annually on cloud, this translates to $3.8M in direct savings, plus improved budget predictability and resource allocation. Most enterprises see initial cost reductions within 30-60 days, with full ROI achieved in 3-6 months. Our three-stage approach delivers quick wins first (immediate savings), followed by governance improvements and long-term optimization strategies that compound savings year-over-year.

Who should use Finabeo, and when?

If your organisation currently pays circa $50,000 or more per annum for a cloud-based service with Microsoft Azure, Amazon Web Services (AWS) or Google Cloud Platform (GCP) then let’s discuss how we can help you. We are just as effective as helping clients whose IT is outsourced to 3rd party support organisations. Unless you have been through specific/extensive cloud optimisation activities, it is likely that some of your cloud resources have been set up inefficiently. Example opportunities for optimisation include: Terminating orphan resources Resizing Azure VM instances from FS16v2 to FS4v2, if the utilisation is only 25% at peak workloads Review Database to rightsize and / or migrate Migrate from IaaS to PaaS Provide recommendations for better / cheaper and optimal options within PaaS Our software will quickly identify these efficiency opportunities and deliver specific recommendations. Whilst most organisations approach us once they realise how complex cloud cost management is, we are better positioned to help companies who are at the start of their cloud journey so that good foundations are put in place and expensive mistakes are avoided.

What does a typical working engagement with Finabeo look like?

This depends on how mature your organisation is, but we typically recommend to start with our basic diagnostic that assesses all key elements of cloud cost management and delivers the following reports: Cloud cost allocation (tagging) data quality audit - ie making sure you can track all of your cloud resources Cost optimisation opportunity report and FinOps maturity assessment KPI dashboards for key personas The above, which includes consulting support from us throughout, gives any organisation a brilliant starting point for cloud cost management. As a follow on, we often then help organisations to reduce cloud costs through running optimisation programmes and even supporting on more complex activities like cloud re-architecture and implementing technology cost governance models.

Do you require full access to my organisation’s IT estate?

No. You will simply provide us with read-only access to your Azure / AWS / GCP environment. Optimus will then provide it’s analysis recommendations based on the following data: Metadata and configuration Cost management, reservations and billing metrics Network flow logs This means we don’t access any Personally Identifiable Information (PII) data and there is no intrusive application access.

How does this compare to competition?

Unlike the hyperscaler-native-tooling or our SaaS competitors, our software gives specific recommendations tailored to business strategy and goals. Our competitors focus on technical aspects of cloud optimisation. Through our human-led approach, we address the things that really drive organisational change on cost management: sponsorship, data quality governance, clear accountabilities, incentives models, training / education, communication and building communities. Depending on the size of your cloud spend, and the complexity of your cloud estate, we charge from £5k (one-off) for: Cloud cost (allocation) data quality audit Cost optimisation opportunity report and FinOps maturity assessment KPI dashboards for key personas The above, which includes consulting support from us throughout, is all you need to overhaul your cloud spend.

How much can my organization save on cloud costs?

FinOps consulting typically delivers 25-40% cost savings in the first year. Our clients average 38% savings through waste elimination, rightsizing, and improved governance. For a company spending $10M annually on cloud, this translates to $3.8M in direct savings, plus improved budget predictability and resource allocation. Most enterprises see initial cost reductions within 30-60 days, with full ROI achieved in 3-6 months. Our three-stage approach delivers quick wins first (immediate savings), followed by governance improvements and long-term optimization strategies that compound savings year-over-year.

Who should use Finabeo, and when?

If your organisation currently pays circa $50,000 or more per annum for a cloud-based service with Microsoft Azure, Amazon Web Services (AWS) or Google Cloud Platform (GCP) then let’s discuss how we can help you. We are just as effective as helping clients whose IT is outsourced to 3rd party support organisations. Unless you have been through specific/extensive cloud optimisation activities, it is likely that some of your cloud resources have been set up inefficiently. Example opportunities for optimisation include: Terminating orphan resources Resizing Azure VM instances from FS16v2 to FS4v2, if the utilisation is only 25% at peak workloads Review Database to rightsize and / or migrate Migrate from IaaS to PaaS Provide recommendations for better / cheaper and optimal options within PaaS Our software will quickly identify these efficiency opportunities and deliver specific recommendations. Whilst most organisations approach us once they realise how complex cloud cost management is, we are better positioned to help companies who are at the start of their cloud journey so that good foundations are put in place and expensive mistakes are avoided.

What does a typical working engagement with Finabeo look like?

This depends on how mature your organisation is, but we typically recommend to start with our basic diagnostic that assesses all key elements of cloud cost management and delivers the following reports: Cloud cost allocation (tagging) data quality audit - ie making sure you can track all of your cloud resources Cost optimisation opportunity report and FinOps maturity assessment KPI dashboards for key personas The above, which includes consulting support from us throughout, gives any organisation a brilliant starting point for cloud cost management. As a follow on, we often then help organisations to reduce cloud costs through running optimisation programmes and even supporting on more complex activities like cloud re-architecture and implementing technology cost governance models.

Do you require full access to my organisation’s IT estate?

No. You will simply provide us with read-only access to your Azure / AWS / GCP environment. Optimus will then provide it’s analysis recommendations based on the following data: Metadata and configuration Cost management, reservations and billing metrics Network flow logs This means we don’t access any Personally Identifiable Information (PII) data and there is no intrusive application access.

How does this compare to competition?

Unlike the hyperscaler-native-tooling or our SaaS competitors, our software gives specific recommendations tailored to business strategy and goals. Our competitors focus on technical aspects of cloud optimisation. Through our human-led approach, we address the things that really drive organisational change on cost management: sponsorship, data quality governance, clear accountabilities, incentives models, training / education, communication and building communities. Depending on the size of your cloud spend, and the complexity of your cloud estate, we charge from £5k (one-off) for: Cloud cost (allocation) data quality audit Cost optimisation opportunity report and FinOps maturity assessment KPI dashboards for key personas The above, which includes consulting support from us throughout, is all you need to overhaul your cloud spend.

Agentic ai

How do we ensure governance and control when deploying Agentic AI?

Strong governance starts with defining clear agent boundaries and accountability. Each AI agent should have a specific scope of responsibility, access permissions, and escalation protocols. Finabeo’s framework emphasizes human-in-the-loop oversight, audit trails, and data access documentation at every step to ensure transparency and compliance.

What role do humans play once Agentic AI is in operation?

Humans remain the decision-makers and reviewers. The agent handles execution — collecting data, generating insights, and performing repeatable workflows, while humans focus on interpretation, judgment, and strategy. This human-AI partnership model ensures results align with business objectives and ethical standards.

How do we prove business value and not just technical success from Agentic AI?

Every Agentic AI engagement at Finabeo begins with defined business impact metrics — such as cloud cost reduction, resource optimization, or time saved in reporting. Dashboards then visualize these metrics over time, linking automation directly to financial outcomes. This FinOps-driven measurement connects AI autonomy with real-world cost efficiency, ensuring visible, defensible ROI.

Who is ultimately accountable for Agentic AI decisions and results?

Accountability always remains with the human owner or business unit deploying the agent. Agents act as operational executors, not decision-makers. Each workflow includes ownership metadata, linking every output to a responsible leader or department. This ensures clarity in audits, compliance, and executive reporting, reinforcing the principle that AI assists, humans decide.

How does Finabeo maintain transparency in Agentic AI decision-making?

Every agent within Finabeo’s ecosystem operates under an explainability-first principle. All actions are accompanied by contextual metadata — what data was used, which logic or model triggered the action, and what alternative outcomes were considered. Executives can trace every decision path, ensuring that even automated reasoning remains interpretable and audit-ready for compliance and accountability.

How do we ensure governance and control when deploying Agentic AI?

Strong governance starts with defining clear agent boundaries and accountability. Each AI agent should have a specific scope of responsibility, access permissions, and escalation protocols. Finabeo’s framework emphasizes human-in-the-loop oversight, audit trails, and data access documentation at every step to ensure transparency and compliance.

What role do humans play once Agentic AI is in operation?

Humans remain the decision-makers and reviewers. The agent handles execution — collecting data, generating insights, and performing repeatable workflows, while humans focus on interpretation, judgment, and strategy. This human-AI partnership model ensures results align with business objectives and ethical standards.

How do we prove business value and not just technical success from Agentic AI?

Every Agentic AI engagement at Finabeo begins with defined business impact metrics — such as cloud cost reduction, resource optimization, or time saved in reporting. Dashboards then visualize these metrics over time, linking automation directly to financial outcomes. This FinOps-driven measurement connects AI autonomy with real-world cost efficiency, ensuring visible, defensible ROI.

Who is ultimately accountable for Agentic AI decisions and results?

Accountability always remains with the human owner or business unit deploying the agent. Agents act as operational executors, not decision-makers. Each workflow includes ownership metadata, linking every output to a responsible leader or department. This ensures clarity in audits, compliance, and executive reporting, reinforcing the principle that AI assists, humans decide.

How does Finabeo maintain transparency in Agentic AI decision-making?

Every agent within Finabeo’s ecosystem operates under an explainability-first principle. All actions are accompanied by contextual metadata — what data was used, which logic or model triggered the action, and what alternative outcomes were considered. Executives can trace every decision path, ensuring that even automated reasoning remains interpretable and audit-ready for compliance and accountability.

How do we ensure governance and control when deploying Agentic AI?

Strong governance starts with defining clear agent boundaries and accountability. Each AI agent should have a specific scope of responsibility, access permissions, and escalation protocols. Finabeo’s framework emphasizes human-in-the-loop oversight, audit trails, and data access documentation at every step to ensure transparency and compliance.

What role do humans play once Agentic AI is in operation?

Humans remain the decision-makers and reviewers. The agent handles execution — collecting data, generating insights, and performing repeatable workflows, while humans focus on interpretation, judgment, and strategy. This human-AI partnership model ensures results align with business objectives and ethical standards.

How do we prove business value and not just technical success from Agentic AI?

Every Agentic AI engagement at Finabeo begins with defined business impact metrics — such as cloud cost reduction, resource optimization, or time saved in reporting. Dashboards then visualize these metrics over time, linking automation directly to financial outcomes. This FinOps-driven measurement connects AI autonomy with real-world cost efficiency, ensuring visible, defensible ROI.

Who is ultimately accountable for Agentic AI decisions and results?

Accountability always remains with the human owner or business unit deploying the agent. Agents act as operational executors, not decision-makers. Each workflow includes ownership metadata, linking every output to a responsible leader or department. This ensures clarity in audits, compliance, and executive reporting, reinforcing the principle that AI assists, humans decide.

How does Finabeo maintain transparency in Agentic AI decision-making?

Every agent within Finabeo’s ecosystem operates under an explainability-first principle. All actions are accompanied by contextual metadata — what data was used, which logic or model triggered the action, and what alternative outcomes were considered. Executives can trace every decision path, ensuring that even automated reasoning remains interpretable and audit-ready for compliance and accountability.

How do we ensure governance and control when deploying Agentic AI?

Strong governance starts with defining clear agent boundaries and accountability. Each AI agent should have a specific scope of responsibility, access permissions, and escalation protocols. Finabeo’s framework emphasizes human-in-the-loop oversight, audit trails, and data access documentation at every step to ensure transparency and compliance.

What role do humans play once Agentic AI is in operation?

Humans remain the decision-makers and reviewers. The agent handles execution — collecting data, generating insights, and performing repeatable workflows, while humans focus on interpretation, judgment, and strategy. This human-AI partnership model ensures results align with business objectives and ethical standards.

How do we prove business value and not just technical success from Agentic AI?

Every Agentic AI engagement at Finabeo begins with defined business impact metrics — such as cloud cost reduction, resource optimization, or time saved in reporting. Dashboards then visualize these metrics over time, linking automation directly to financial outcomes. This FinOps-driven measurement connects AI autonomy with real-world cost efficiency, ensuring visible, defensible ROI.

Who is ultimately accountable for Agentic AI decisions and results?

Accountability always remains with the human owner or business unit deploying the agent. Agents act as operational executors, not decision-makers. Each workflow includes ownership metadata, linking every output to a responsible leader or department. This ensures clarity in audits, compliance, and executive reporting, reinforcing the principle that AI assists, humans decide.

How does Finabeo maintain transparency in Agentic AI decision-making?

Every agent within Finabeo’s ecosystem operates under an explainability-first principle. All actions are accompanied by contextual metadata — what data was used, which logic or model triggered the action, and what alternative outcomes were considered. Executives can trace every decision path, ensuring that even automated reasoning remains interpretable and audit-ready for compliance and accountability.