Build massive outcomes enabled by AI.

The first value engineering platform for all your AI.

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Built by operators who have done this

AI adoption is everywhere. AI value is harder to prove.

Organizations are deploying AI across every business function. But as adoption accelerates, measurement hasn’t kept pace—leaving leaders unsure which initiatives are creating value and which are quietly falling away.

Every business function

More pilots

More AI spend

88% are already using AI

Fewer clear KPIs

Value is still hard to prove

88% are already using AI

Everyone is deploying AI

88% of organizations now use AI in at least one business function. The challenge has shifted from whether to adopt AI to whether those investments are delivering measurable value.

McKinsey, The State of AI in 2025

Fewer clear KPIs

Almost no one can measure it

60% of companies fail to define or monitor financial KPIs for AI value—making it difficult to connect technical activity to measurable business outcomes.

BCG AI Radar, January 2025

Value is still hard to prove

So a lot of it quietly dies

By the end of 2025, at least half of generative AI projects were abandoned after proof of concept. Without clear evidence of value, promising pilots stall before they become durable enterprise systems.

50%+ of generative AI projects abandoned after proof of concept

Our product

We built the missing layer between AI activity and business value.

Our product

We built the missing layer between AI activity and business value.

Mainwave creates a shared understanding of how AI is being adopted and performing across the organization so technical activity can inform business decisions.

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Capture
Across Every Team and System

Bring activity from models, agents, applications, and workflows into one unified view across the enterprise.

Understand
Business Context at Scale

Add business context to raw AI activity so teams can understand what each signal means, where it came from, and why it matters.

Measure
Adaptive Value Intelligence

Evaluate AI performance using a flexible measurement framework that reflects the outcomes, value signals, and priorities that matter to your organization.

Optimize
Strategic Investment Intelligence

Surface proactive insights and recommendations that show where AI is working well and where additional investment can create greater value.

Resolve
Continuous Operational Assurance

Identify issues as they emerge, route them to the right owner or agent, and track them through resolution so nothing is left unresolved.

Mainwave creates a shared understanding of how AI is being adopted and performing across the organization so technical activity can inform business decisions.

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How it works

From raw AI signals to
business-level understanding.

Integrations

If it burns tokens,
it belongs in the portfolio

Models, copilots, agents, internal applications, and third-party AI tools all contribute to the enterprise AI footprint. Mainwave brings them into one portfolio view so leaders can understand how AI is being used and where it is delivering value.