The ROI Index
See where your AI maturity stands against your peers.
Complimentary · 10 minutes
Get My ROI IndexWeaver: Return on Intelligence
for the Enterprise
Production AI that pays for itself in 90 days.
Fixed-fee engagements. Measurable ROI. Full stop.
Get My ROI Index →Free, 10 minutes, no signup. The first step.
Read the Manifesto →85–95%less legal time on initial content screeningThe Telegraph · Legal as expert reviewer, not gatekeeper
Under 5 minutesto turn a 30-minute client call into a strategy deckAPCO Worldwide · 500+ consultants on one platform
78%fewer nursing course withdrawals, 115 students retained in one semesterMaryville University · Education
If the number isn't there, we say so. In writing. And the engagement ends there.
HOW TO START
Two entry products. One path to production.
AI Assessment
A dual-vector ROI model for the AI work you're considering. If the number isn't there, we say so. In writing.
Fixed fee · 2–3 weeks · No obligation
Start an AI AssessmentBespoke Agentic Build
Production agents built to the number the Assessment modeled. Fixed-fee, fixed-scope, fixed-timeline.
By proposal · Post-Assessment
Get a Fixed-Fee Build ProposalSolution Providers
Built on the models and platforms shaping the frontier.
We are domain experts in the latest LLMs and orchestration platforms: Anthropic, OpenAI, n8n, and AWS, embedded into your business processes to produce measurable economic impact.
MIT NANDA, 2025
95% of enterprise AI programs deliver zero measurable ROI.
Weaver is built for the other 5%. Fixed-fee engagements, production agents, measurable business outcomes from day one.
Deliver your Return On Intelligence
Weaver measures your AI maturity, models the ROI, builds the system, and trains your people. Every engagement is fixed-fee and scored against measurable return.
Fixed fee · 2–3 weeks · No obligation
PROBLEM DEFINITION
95% of enterprise AI programs never reach production.
The challenge is no longer getting access to AI. It is deploying production AI that performs in the real world. Every engagement is scored against Return on Intelligence. If you want a fixed-fee, evidence-based starting point, begin with an AI Assessment.
“95% of business AI programs fail to deliver measurable business value”
OUR SERVICES
From first assessment to scaled production
We move organizations from AI ambition to measurable production performance in four phases.
The ROI Index
Understand where you stand, and what actually matters
Before you invest, you need clarity. We assess your current AI maturity, identify where intelligence creates real advantage, and quantify the gaps holding you back, delivering a clear, data-led view of where to focus next.
Explore The ROI IndexAI Strategy
Define where AI will deliver value, and where it won’t
AI applied everywhere creates cost and complexity. We define a focused strategy grounded in ROI, identifying the highest-value opportunities, modeling expected returns, and building a roadmap for measurable impact, not experimentation.
Explore AI StrategyCustom AI Build
Deploy production-ready AI that performs in the real world
We design and build intelligent systems tailored to your workflows, combining deterministic ML and GenAI to deliver trusted, scalable performance. Fully embedded into your business, they deliver results your teams can see and trust from day one.
Explore Custom AI BuildAI Literacy & Workforce Enablement
Equip your people to work with intelligence, not around it
AI only delivers value when people use it. We enable teams with the skills, tools, and confidence to adopt AI in day-to-day work, embedding intelligence into how decisions are made, work gets done, and performance improves across the organization.
Explore AI Literacy & Workforce EnablementProduction-ready. Not pilot pending.
THE NUMBERS BEHIND AI
Most AI programs cost more than they save
of AI productivity gain is consumed by rework. You're paying twice for the same work.
Source: Gallup, 2024
per employee per year in AI rework costs, invisible until you measure them.
Source: McKinsey, 2024
of AI time savings evaporate because nobody taught your people what to do next. AI literacy and workforce enablement is not a nice-to-have. It's the ROI.
Source: MIT NANDA, 2025
AI ASSESSMENT
Prove the value before you spend a dollar
What would AI actually deliver inside your business — beyond the hype?
Our AI Assessment identifies the workflows, operational gains, and financial impact worth pursuing, giving you a clear ROI model, payback outlook, and strategic roadmap before committing to deployment.
Fixed fee · 2–3 weeks · No obligation
STAY IN THE LOOP
Tell us where AI should pay you back.
The risk isn't moving too fast. It's spending another quarter on AI with no number to defend.
Contact me
Tell us about your business and AI ambitions. We'll be in touch within one business day.