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Your AI use is growing. Do you know its true cost?

For CTOs, CFOs, CIOs, and sustainability leaders managing AI at scale.

Report the true impact, cost, and risk of your AI systems. AI Scope gives you one platform across three pillars: Environmental Impact, Financial Management, and Responsible AI Governance.

Trusted by enterprises deploying AI tools and infrastructure across cloud, on-prem, and hybrid environments.

Matsuda
Kagome
Japan Tobacco
Fairprice
Greenfields
GCB
MUI Group
Mitsubishi
MCAA
Dyno Nobel
Baiada
Vitasoy
TSE Group
Frutura
Itoen
OFI
Mandai Wildlife Group
Olam Agri
Princes Group
Pokka
Tetra Pak
Banyan Group
Inova
Sime
SIPEF
DF Retail
Tectus Group
Sigma Global
Socfin
Matsuda
Kagome
Japan Tobacco
Fairprice
Greenfields
GCB
MUI Group
Mitsubishi
MCAA
Dyno Nobel
Baiada
Vitasoy
TSE Group
Frutura
Itoen
OFI
Mandai Wildlife Group
Olam Agri
Princes Group
Pokka
Tetra Pak
Banyan Group
Inova
Sime
SIPEF
DF Retail
Tectus Group
Sigma Global
Socfin
Matsuda
Kagome
Japan Tobacco
Fairprice
Greenfields
GCB
MUI Group
Mitsubishi
MCAA
Dyno Nobel
Baiada
Vitasoy
TSE Group
Frutura
Itoen
OFI
Mandai Wildlife Group
Olam Agri
Princes Group
Pokka
Tetra Pak
Banyan Group
Inova
Sime
SIPEF
DF Retail
Tectus Group
Sigma Global
Socfin
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Already on AWS?

AI Scope may cost you nothing. Your existing cloud budget can cover it.

Let’s Talk AWS Marketplace Options
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For CFOs: Make AI and environmental costs visible in every decision.


Built for finance leaders managing AI costs, products and infrastructure budgets. AI Scope connects environmental impact directly to financial planning with credible, defensible data grounded in financial reality.

✔ Marginal Abatement Cost Curve (MACC): Prioritize cost and carbon reduction opportunities by ROI
✔ Internal Carbon Pricing tools for infrastructure decisions
✔ Total Cost of Ownership with environmental externalities
✔ Energy and water cost forecasting
✔ Investment cases ready for CFO and board review
✔ Real-time cost tracking across providers

AI Scope preview
Metric What It Tells You
Cost per tCO2e abated Which reductions deliver best value
Energy cost per workload Where you are spending the most
Carbon tax exposure Future regulatory cost risk
Abatement ROI Return on sustainability investments
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For CSOs & Compliance Teams: Prove your AI is deployed responsibly.


Purpose-built for enterprises selling AI products or managing AI risk under EU AI Act and global frameworks. Know which AI systems are high-risk under EU AI Act. Map to ISO 42001. Maintain audit trails. Manage vendor AI risk before regulators ask.

✔ EU AI Act compliance tracking
✔ AI Safety Index alignment
✔ Risk assessment frameworks (ISO 42001, NIST AI RMF)
✔ Audit trail for model deployments
✔ Vendor AI risk management

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Metric What It Tells You
AI governance compliance score Overall governance health
High-risk system count (EU AI Act) Compliance scope and exposure
Policy violation count Where governance gaps exist
Vendor AI risk score Third-party AI risk exposure
ISO 42001 / NIST AI RMF alignment Framework compliance status
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For Sustainability leaders: Carbon. Water. Electricity. Minerals. Measure, so you can manage.


Designed for technical leaders optimizing AI tools, products workloads across multi-cloud and colocation environments. AI workloads consume resources you cannot see. Eliminate errors and easily collect data, automate measurement, and enable data-driven decarbonization—all in one platform.

✔ Carbon emissions (Scope 2 and 3)
✔ AI workload attribution by model, team, and region
✔ Multi-cloud and multi-site visibility in one view
✔ Automated CSRD, ISSB, and CDP disclosure generation
✔ Scenario planning for workload optimization

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Metric What It Tells You
Carbon emissions (tCO2e) Total climate impact of your AI
Water consumption (m³) Cooling and operational water use
Carbon intensity (gCO2e/kWh) Power draw across all AI workloads
Vendor AI risk score Emissions per unit of compute
Water stress exposure Percentage of compute in high-risk regions
Before AI Scope After AI Scope
AI emissions visibility: Blind spot Real-time tracking: model, team, region
Quarterly reporting time: 6 weeks, dozens of spreadsheets 80% drafted automatically
Data sources: 15+ disconnected systems Unified platform
Cost optimization: No visibility into ROI MACC-ranked opportunities
Governance audit trail: Nothing to show Complete, regulation-ready
Deployment time: Months of integration Results in 30 days

Limited Early Access Program

20 Enterprise Spots for Q1 2026 

✔ Get results in 30 days
✔ Choose your priority pillar (Financial, AI Governance and Risk, or Environmental) or all three
✔ Dedicated onboarding support and custom configuration
✔ Direct access to AI specialist and product team

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The window to get ahead is closing

XX DAYS until EU AI Act: High-risk AI rules take effect

Europe

Standard Description
EU AI Act First comprehensive AI law. Prohibited systems banned Feb 2025, high-risk rules Aug 2026. Fines up to EUR 35M or 7% revenue.
CSRD Corporate Sustainability Reporting Directive. Mandatory for large companies reporting FY2024 emissions. Requires auditable energy and carbon data.
ISSB International Sustainability Standards Board. Global baseline for sustainability disclosure, widely adopted in EU and APAC.

America

Standard Description
NIST AI RMF AI Risk Management Framework. Voluntary but widely adopted. Safe harbor provision in Colorado, Texas, California state laws.
Colorado AI Act First comprehensive US state AI law. Requires impact assessments, prohibits algorithmic discrimination, mandates disclosures.
SEC Climate Requires climate disclosures from public companies including Scope 1, 2, and material Scope 3 emissions.

Asia

Standard Description
IMDA AI Verify Singapore government AI testing toolkit. 11 ethics principles, 180+ members including AWS, Google, IBM, Microsoft. Global AI Assurance Pilot launched Feb 2025.
Japan AI Guidelines Version 1.1 published 2025. Agile governance approach with non-binding guidance for development, deployment, and use.
ASEAN Roadmap Responsible AI Roadmap for 2025-2030. Regional governance priorities for Southeast Asia.
India AI Guidelines Seven principles from MeitY. Sectoral regulatory model with hard rules for synthetic media labeling.
ASEAN Roadmap Responsible AI Roadmap for 2025-2030. Regional governance priorities for Southeast Asia.

Global Standards & Frameworks

Standard Description
ISO/IEC 42001 AI management system standard. Safe harbor in US state laws (Texas, California) for companies implementing it.
FLI AI Safety Index Independent assessment of AI company safety. Winter 2025 evaluates 35 indicators across 6 domains. No company above C+.
Hugging Face Model Cards Open standard for AI model documentation including CO2 emissions, training energy, location, hardware.
GHG Protocol Corporate standard for Scope 1, 2, 3 emissions accounting. Required basis for CSRD and ISSB disclosures.
TCFD / CDP Climate risk disclosure frameworks. Investor-driven, widely required by financial institutions.
SBTi Science Based Targets initiative. Validates corporate emission reduction targets.
CoE AI Treaty Council of Europe - First legally binding international AI treaty. Entered into force 2025.

Emerging Regulations (Watch List)

Standard Description
UK AISI AI Safety Institute expected to become legal entity in 2026. Moving from voluntary to binding mandate.
Brazil AI Bill Bill 2338/2023 passed Senate. Prohibits high-risk systems, creates regulatory body, civil liability.
South Korea AI Act passed. Light-touch compared to EU, focused on transparency and accountability.
China Strict labeling for AI content (March 2025). Global AI Governance Action Plan proposed.

IDC Leader 2025, Trusted by enterprises worldwide and aligned to leading standards

with-idc-3AI Scope supports compliance across EU AI Act, China Generative AI Measures, NIST AI RMF, ISO/IEC 42001, Singapore Model Framework, and Canada AIDA.

Product FAQs

Which industries use AI Scope?

AI Scope serves enterprises with $5M+ annual AI infrastructure spend across technology companies, financial services, manufacturing, media, and data center operators. 

We work with three buyer profiles:

  1. AI product companies (selling AI services/models to customers)

  2.  AI-heavy buyers (using third-party AI infrastructure and services)

  3. Internal AI operators (managing enterprise AI workloads at scale)

Primary users are CTOs, CFOs, CIOs, CSOs, CEOs, and their teams responsible for AI cost management, sustainability reporting, and regulatory compliance.

Compliance FAQs


Does AI Scope help with EU AI Act compliance?

Yes. AI Scope tracks which AI systems are classified as high-risk under the EU AI Act and maintains audit trails for model deployments and decisions. The platform helps identify prohibited systems and supports documentation requirements before the August 2026 enforcement deadline.

 


What sustainability frameworks does AI Scope support?

AI Scope generates disclosures aligned with CSRD, ISSB, GHG Protocol, CDP, and TCFD. The platform automates data collection and produces audit-ready reports, reducing reporting preparation time by up to 80%.

For AI governance, AI Scope maps to ISO/IEC 42001, NIST AI RMF, Singapore Model AI Governance Framework, and China's Generative AI Measures.

Technical FAQs

 

Is AI Scope available on AWS Marketplace?

Yes. AI Scope is available through AWS Marketplace, which means your existing cloud budget may cover the engagement. This eliminates the need for new procurement cycles. Contact us and we can help navigate the process with your cloud or procurement team.

How long does deployment take?

Most enterprises see results in 30 days. Initial deployment takes 4-6 weeks: connecting primary data sources (weeks 1-2), configuring AI workload mapping (weeks 3-4), and customizing dashboards and training users (weeks 5-6).

Early Access Program FAQs


What results can I expect from AI Scope?

Typical outcomes include:

  • 15-30% reduction in sustainability reporting labor costs
  • 5-15% energy cost savings from workload optimization identified through MACC analysis
  • Avoided audit remediation costs from improved data quality
  • 80% of annual disclosures drafted automatically (review and customization still required)
  • Live dashboards within 30 days and annual disclosures 80% drafted before manual work begins
Based on industry benchmarks: enterprises miss AI infrastructure forecasts by an average of 25% (Mavvrik 2025), and 58% believe their cloud costs are too high (CloudZero 2025). AI Scope provides the visibility needed to optimize these costs while meeting sustainability and compliance requirements.


Who qualifies for the early access program?

The early access program is designed for enterprise decision-makers (CTO, CFO, CIO, CSO, or CEO) at companies with:

  • $5M+ annual AI infrastructure spend, OR
  • 3MW+ AI deployment capacity, OR
  • Selling AI products/services with sustainability disclosure requirements
We prioritize companies with EU AI Act compliance deadlines or active sustainability reporting commitments (CSRD, SEC, ISSB, TCFD, CDP).


How does the early access program work?

The early access program runs for 90 days with results visible in 30 days. You choose your priority pillar (Financial, AI Governance, or Environmental) or all three. Each participant receives dedicated onboarding support and direct access to AI specialists and the product team. Only 10 early access spots available for Q1 2026.

 


How do I get started?

AI Scope offers a structured early access program rather than a free trial. The program includes dedicated support, custom configuration, and direct access to the product team. For AWS customers, your existing cloud budget may cover the engagement through AWS Marketplace.

Only 10 enterprise spots available for Q1 2026. Request early access to check eligibility.

Measure AI impact: spend, risk, emissions