Scale with AI

Embedded Control for AI Products

Enterprise buyers increasingly demand controls, cost visibility, and value proof before signing. Building these capabilities from scratch delays your roadmap and distracts from core product value. Econa AI gives you an embeddable accountability layer that closes enterprise deals faster.

Embedded Control for AI Products
Faster
enterprise deal cycles
Built-in
value proof for customers
Zero
custom reporting engineering
The challenge

The Problem

AI software vendors face a growing challenge: enterprise procurement teams won't approve purchases without controls, per-tenant spend visibility, and proof of value. Building these features in-house means months of engineering distraction from core product development.

Enterprise buyers ask for value proof during procurement — and you don't have a way to generate it
Per-tenant cost controls and spend visibility require significant engineering investment to build and maintain
Sales cycles lengthen as prospects wait for custom controls and accountability reporting before signing
Each enterprise customer wants different policy configurations, creating a maintenance burden
Without built-in accountability, expansion and renewal conversations rely on anecdotes instead of data
The solution

How Econa Helps

Econa AI embeds directly into your AI product, providing per-tenant policy controls, scoped spend visibility, and value reporting your customers can show their leadership. Combined with Sentinel AI's active economic guardrails, your product delivers enterprise trust out of the box.

Per-tenant policy controls

Give each customer configurable spend limits, approval workflows, and governance rules — without building a policy engine from scratch.

Scoped spend visibility

Provide each tenant with real-time cost tracking scoped to their usage. Customers see their own spend, not aggregate numbers.

Customer-facing value reports

Generate outcome reports each customer can show their leadership: tasks completed, hours saved, labor value generated, and return on spend.

Embedded Sentinel AI monitoring

Offer built-in drift detection and automated optimization. Your product doesn't just work — it continuously protects customer value.

How it works

Three Steps

1

Embed Econa AI into your product

Integrate Econa AI's APIs to expose controls, cost visibility, and value reporting within your existing product experience.

2

Configure per-tenant policies

Each customer gets their own policy controls, spend limits, and governance rules — configurable from your product's admin interface.

3

Deliver proof of value

Customers access value dashboards showing what your product returned in business value — making renewal and expansion conversations data-driven.

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