Meridian Technology Economics banner

TECHNOLOGY ECONOMICS

Better economic decisions for modern technology.

Meridian brings economic intelligence to cloud infrastructure and AI, helping teams understand cost, evaluate trade-offs, simulate decisions, and optimize for business value.

Cloud Spend
AI Spend
Meridian Economic Intelligence
UNDERSTAND
EVALUATE
COMPARE OPTIONS
DECIDE
SAVE Lower cost, requirements maintained
KEEP Current choice remains the best fit
UPGRADE Higher investment, greater expected value
VERIFY RESULT

WORKS ACROSS THE TECHNOLOGY STACK

Building economic intelligence across cloud and AI platforms.

Meridian is building economic intelligence across cloud and AI platforms, with a vision to give organizations one economic view of the technology they rely on.

Cloud Platforms
AI Platforms

THE MERIDIAN IDEA

Optimize for the outcome. Not just the cost.

A cheaper option is not automatically a better option. A more expensive option is not automatically a worse one.

Meridian evaluates economic decisions alongside the requirements that matter: performance, reliability, quality, security, compliance, latency, and business outcomes.

TWO PLATFORMS

One company. Two specialized products.

Two specialized platforms, built around a common Meridian foundation for intelligence, security, governance, and responsible action.

AVAILABLE · MVP

Meridian FinOps

Cloud economics and optimization for modern technology teams. Meridian FinOps helps teams understand technology spend, analyze cost drivers, generate actionable recommendations, and turn approved optimization decisions into reviewable infrastructure-as-code workflows.

Four key strengths

  • AI-assisted FinOps
  • IaC workflows
  • Read-only analysis
  • Explainable recommendations

Core capabilities

  • Cost analysis
  • Forecasting
  • Anomaly detection
  • Optimization recommendations
  • Reporting & exports
  • Governance

Expanding

Future roadmap work:

  • Live cloud integrations
  • Advanced optimization automation
  • Deeper AI economic intelligence
Explore FinOps →
BUILDING

Meridian AI Economics

A specialized platform for understanding the economics of AI workloads across models, applications, agents, infrastructure, and providers.

Themes in development

  • Model economics
  • Workload intelligence
  • AI optimization
  • Business outcomes

Supporting areas

  • Models
  • Agents
  • AI applications
  • AI infrastructure
  • Quality
  • Usage economics

Building

Building toward advanced AI economic intelligence.

Discover AI Economics →

BUILT FOR COMPLEXITY

Built for teams where technology economics become business decisions.

Cloud, AI, infrastructure, finance, and engineering do not operate in isolation. Meridian is designed to bring them into a clearer economic decision framework.

01

Technology leadership

CIOs · CTOs · Heads of Engineering

Build a clearer economic view of technology investments, priorities, trade-offs, and long-term decisions.

02

Finance & FinOps

CFOs · Finance teams · FinOps practitioners

Understand technology spend, drivers, planning, optimization opportunities, and economic trade-offs.

03

Engineering & Platform

Platform engineering · Infrastructure · DevOps

Connect infrastructure choices with economic context and move approved recommendations toward controlled implementation.

04

AI teams

AI/ML · Applied AI · AI product teams

Understand the economics of models, workloads, applications, and AI infrastructure as AI adoption grows.

05

Growing technology businesses

Startups · scale-ups · technology-led companies

Build stronger economic discipline as cloud, infrastructure, and AI complexity grows.

BUSINESS VALUE

What Meridian helps teams improve.

Turn technology economics into clearer decisions, safer action, and better alignment between technology and the business.

01

Better visibility

Understand where technology spending is going and what is driving it.

02

Better decisions

Evaluate technology choices using cost alongside performance, quality, reliability, risk, and business requirements.

03

Faster analysis

Reduce the time required to investigate spending and identify meaningful opportunities.

04

Safer optimization

Keep consequential actions controlled, reviewable, and aligned with appropriate human oversight.

05

Stronger governance

Create a more consistent process for evaluating and acting on technology economics.

06

Business alignment

Connect technology decisions with financial priorities, growth, risk, and measurable business outcomes.

MERIDIAN AUDIENCES

Who can use Meridian?

Meridian is designed for organizations where cloud, AI, and technology economics become complex enough to require a clearer decision layer.

Technology Leadership

CIOs · CTOs · Heads of Engineering

Build a clearer economic view of technology investments, priorities, trade-offs, and long-term decisions.

Finance & FinOps

CFOs · Finance teams · FinOps practitioners

Understand technology spend, planning, optimization opportunities, and economic trade-offs.

Engineering & Platform Teams

Platform engineering · Infrastructure · DevOps

Connect infrastructure choices with economic context and move approved recommendations toward controlled implementation.

AI Teams

AI/ML · AI product · Applied AI teams

Understand the economics of models, workloads, applications, and AI infrastructure as AI adoption grows.

Growing Technology Businesses

Startups · scale-ups · technology-led businesses

Build stronger economic discipline as cloud and AI complexity grows.

BEYOND THE DASHBOARD

From intelligence to responsible action.

Meridian is designed to connect technology intelligence, economic reasoning, and responsible action in one decision workflow.

01 INTELLIGENCE

Understand what is happening.

See where technology spending goes, identify unusual behavior, understand the drivers behind changes, and surface opportunities worth investigating.

02 DECISION

Understand what to do next.

Evaluate alternatives against actual requirements instead of blindly choosing the lowest-cost option.

03 BUSINESS ECONOMICS

Understand what it means for the business.

Connect technology choices to financial impact, operational priorities, risk, growth, and measurable business outcomes.

04 RESPONSIBLE ACTION

Turn decisions into controlled outcomes.

Move from recommendation to approved action, implementation, and verification while maintaining governance and human oversight.

THE NEXT FRONTIER

AI economics is about more than token counting.

AI spending is shaped by models, agents, applications, context, tool calls, retries, infrastructure, quality requirements, and business outcomes.

Meridian AI Economics is being built to understand that full economic picture and help teams optimize AI without sacrificing the outcomes they need.

SECURITY & RESPONSIBLE ACTION

Intelligence without uncontrolled action.

Meridian is designed to keep analysis explainable, changes reviewable, and consequential actions under control.

01 READ-ONLY

Analyze safely.

Start with visibility and analysis without requiring direct changes to production environments.

02 HUMAN APPROVAL

Review before action.

Keep consequential decisions under human review and approval.

03 EXPLAINABLE

Understand why.

Make recommendations easier to understand by showing the reasoning, trade-offs, and relevant economic context.

04 GOVERNED

Keep decisions controlled.

Support consistent decision-making with appropriate controls, reviewability, and accountability.

RECOMMEND REVIEW APPROVE ACT VERIFY
AI-ASSISTED INFRASTRUCTURE AS CODE

Move approved optimization recommendations toward reviewable infrastructure-as-code workflows where supported.

REAL-WORLD PROBLEMS

Technology gets complicated. Economic decisions shouldn't.

Modern organizations make technology decisions across cloud, infrastructure, AI, finance, and engineering. Meridian is designed to connect those decisions with clearer economic context.

01 PROBLEM

Cloud spend keeps rising.

Teams can see the bill, but quickly identifying the important drivers behind changing spend can be difficult.

MERIDIAN

Meridian helps analyze cost drivers, anomalies, trends, and areas worth investigating.

02 PROBLEM

The cheapest option isn't always the right one.

A lower-cost choice can introduce trade-offs in performance, quality, reliability, latency, risk, or other requirements.

MERIDIAN

Meridian is designed to evaluate economic choices alongside the requirements that matter.

03 PROBLEM

Finance and engineering see different sides of the same decision.

Finance focuses on financial impact. Engineering focuses on technical impact. Important decisions require both.

MERIDIAN

Meridian is designed to bring economic and technical context into a clearer decision framework.

04 PROBLEM

AI economics go beyond token prices.

AI economics can depend on models, workloads, applications, agents, infrastructure, quality, and business outcomes.

MERIDIAN

Meridian AI Economics is being built to understand the broader economic picture of AI workloads.

05 PROBLEM

Finding an optimization isn't the same as implementing it.

A recommendation still needs technical review, approval, and a controlled implementation path.

MERIDIAN

Meridian helps move approved optimization decisions toward reviewable infrastructure-as-code workflows where supported.

06 PROBLEM

Optimization needs control.

Organizations may not want technology systems making uncontrolled changes to production environments.

MERIDIAN

Meridian is designed around review, approval, responsible action, and verification.

ABOUT MERIDIAN

Building a better economic layer for enterprise technology.

Meridian's long-term goal is to become a trusted economic intelligence and optimization layer for the technology businesses depend on.

MERIDIAN

Make better technology decisions.

Start with Meridian FinOps today and explore the future of Meridian AI Economics.