The execution gap

Enterprise companies do not have an AI strategy problem. They have an AI execution problem.

Weaver is an AI systems integrator that helps enterprises establish the business case before building and scaling production AI.

Free · results in 60 seconds

An outside view from public evidence. Your team can correct it.

Weaver, The Return on Intelligence Company.A joint venture between TQuila and You.com.

AI Systems Integration · Fixed-Fee · Business Case FirstUsed in production. Not in pilot.

OpenAI Select Partner
The problem

AI plans and budgets are running ahead of execution.

Strategy, sponsorship and budget are in place. The harder test is whether that intent reaches day-to-day work and produces value in production.

56%

of CEOs have not seen either a cost saving or a revenue generation opportunity from generative AI.

PwC Global CEO Survey, January 2026
The question that opens the conversation
CFO

Which AI investments deserve the next dollar?

CIO / CTO

What separates a pilot from production?

CEO / board

Is AI changing the business, or just increasing activity?

COO / CHRO

What changes when AI use spreads beyond specialists?

PE sponsors

Where is AI spend turning into execution, and where is it stuck?

The evidence

Where enterprise AI is actually landing.

The Return on Intelligence Index ranks 8,500+ companies on AI execution.

2.6×

Leaders score 2.6 times the rest on Strategy & ROI.

October 2026 edition · 6,677 companies scored

The Index shows where companies stand. It does not prove realized ROI. The business case tests whether the return is there.

Using the Index for a portfolio, a research note or a story?

Where leaders pull ahead

On Strategy & ROI, the top 10% score 68; everyone else scores 26.

DriverScoresGap
Strategy & ROI
2668
+42
Data & Integration
2461
+37
Technology & AI Tool Usage
3975
+36
Governance & Oversight
1549
+34
AI in Production
1642
+26
Workforce Literacy
2245
+23
October 2026 edition · 6,677 companies scored. Leaders: top 10% by Index score (n = 668). Scores 0 to 100. Source: Weaver Return on Intelligence Index.

From a free rank to AI in production.

Estimate
Free rank check
Live · free
Where does my company stand?
Benchmark
Peer Benchmark Report
Not yet available
Who is ahead of us, and what do they run that we don't?
Verified
Verified Assessment
Live · free
What does our own evidence say?
Business case
The business case
Fixed fee · 2 to 3 wks
What should we build next, and will it pay?
In production
Delivery
Built where the case holds
Agentic builds, migrations and the Intelligence Factory, our innovation center.
How an engagement runs
Weaver's role

We establish the business case, then build where it holds.

The Index shows where a company stands. An engagement decides what to build next, in about 2 to 3 weeks at a fixed fee. If the case isn't there, we say so.

How an engagement runs
01

Business case first

Measure before building. If the ROI isn't there, we tell you.

02

Production, not pilot

Built to run inside the ERPs, CRMs and data the business already uses.

03

Fixed fee

The number the CFO approves is the number the CFO pays. Change without the change order.

04

No human left behind

Enablement runs alongside the build, so people use what we ship.

In production

Used in production. Not in pilot.

Results measured by the client
30%
Less clinical documentation time
Guardian RecoveryHealthcare · measured by the client
85–95%
Less legal time on first-pass screening
The TelegraphMedia and publishing · measured by the client · Delivered by You.com and Weaver
1 week
Deployed on-site in Hamburg
Deutsche Presse-AgenturNews agency · measured by the client
78%
Fewer nursing-course withdrawals in one semester
Maryville UniversityEducation · measured by the client
All results
The experts

We have been applying AI to business for over a decade.

Our roots are at You.com. For more than ten years we have worked in artificial intelligence and put it to work inside businesses.

You.com

Real-time AI, intelligent search and frontier model work. Where our team comes from.

TQuila

Nearly three decades of enterprise consulting and delivery at global scale.

Weaver

The two together: AI expertise, delivered into the systems a business already runs.

The next dollar

Know which AI investments deserve the next dollar.

Ratings are never for sale. Working with Weaver doesn't change one. Only evidence does, measured by the same published method for every company.

Deliver your Return On Intelligence.