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Sales Proposal - 2025
AI Adoption Accelerator

Your engineers
stop writing code.
They start commanding it.

A 3-6 month embedded engagement that transforms how your engineering organization builds software — with humans firmly in control of every change that ships.

70+
Instructional hrs/mo
70+
Engineering hrs/mo
$30K
Per month
3-6
Month engagement
The Problem

AI tools exist. Adoption doesn't.

Every CTO has read the same headlines. AI can write code. Engineering velocity can double or triple. And yet most engineering teams — even excellent ones — are not using AI in any meaningful way.

It's not because the engineers aren't smart enough. It's because adopting AI-assisted development is not a tooling change. It's an organizational transformation. You can't hand someone a Copilot license and expect results.

The repositories aren't structured for it. The review processes don't account for it. The testing strategies don't leverage it. And engineers have spent their entire careers building muscle memory that actively works against effective AI collaboration.

The result: CTOs who know they need to move, paralyzed — because it feels like the only option is to stop everything and start over.

Within a year, paying engineers to write code by hand without AI assistance will be the equivalent of paying someone to do long division instead of using a calculator.

is4.ai - AI Adoption Accelerator
Proven Results Across Industries

We've delivered measurable wins at every scale.

Manufacturing & Logistics
73%
Reduction in specification search time for a precision manufacturer — AI-powered knowledge retrieval embedded in technician workflow.
Financial Services
$125K
Recovered through automated contract review — AI that reads what humans miss, flagging risk clauses at scale.
Healthcare & Medical
80%
Reduction in prior authorization processing time — built to HIPAA standards with physician workflow at the center.
Technology & Software
60%
Improvement in support ticket resolution — AI that understands your codebase, your stack, and your customers' language.
Retail & E-Commerce
35%
Improvement in demand forecasting accuracy — seasonal pattern recognition built for thin-margin operations.
The Team Pedigree
$750M
In assets managed at hedge funds by our founding team — real losses for being wrong. We bring that discipline to every engagement.
What We Do

The AI Adoption Accelerator

A 3-to-6 month embedded engagement where we retool your engineering organization to develop software with AI. We don't teach theory. We sit with your people, change how they work, and make sure the changes stick after we leave.

Your engineers stop being the people who produce code and start being the people who ensure the right code gets produced. AI handles wholesale generation, testing, and iteration. Your engineers become the planners, the reviewers, the quality layer that decides what ships.

Your Engineers Become
Planners & Orchestrators
They decompose work, direct multiple AI workstreams in parallel, review output, and make the judgment calls that matter. That role is more valuable than writing code — and it's the role that actually scales.
AI Handles
Generation & Iteration
AI produces code, writes tests, runs them, identifies failures, and fixes them — before a human ever reviews the change. Engineers stay the final approval on everything that ships. Always.
How It Works

Four phases. One transformation.

01
Assessment
Weeks 1-2
We audit your engineering workflows end to end: repositories, CI/CD pipelines, branching strategies, testing practices, review processes, and deployment patterns.
Full workflow and codebase audit
Friction mapping and opportunity identification
Identification of your internal champion
02
Foundation
Weeks 3-6
We restructure the things that need to change before AI can be effective. This is hands-on engineering work, not consulting decks.
Repository reorganization — well-modularized, clearly bounded codebases
Testing infrastructure — fast, reliable iteration loops
Branching and merge strategy — small, atomic changes that ship continuously
Review process redesign — humans stay the final gate
03
Training & Adoption
Weeks 4-16
The core of the engagement. Hands-on sessions, office hours, and 1-on-1 tutoring. We build five interlocking skills that compound.
Planning & decomposition — think in small, incremental units
Orchestration & multitasking — direct multiple AI workstreams simultaneously
Code review as a primary skill — fast, accurate, articulate
Incremental shipping — small changes flow through CI into production
Directing AI effectively — treat errors as iterations in a fast, cheap loop
04
Handoff
Final 2-4 Weeks
We transition ownership to your internal champion and validate the new workflows are self-sustaining.
Full documentation of new workflows and practices
Final assessment against baseline velocity metrics
Champion enablement — your team can onboard independently
What Your Team Learns

Five skills that compound.

01
Planning & Decomposition
Break work into atomic, independently executable units. Everything else depends on this one shift.
02
Orchestration & Multitasking
Direct five parallel AI workstreams instead of writing one function. Sustainable, not chaotic.
03
Code Review as Primary Skill
Fast, precise review is now the job — not a chore between writing sessions.
04
Incremental Shipping
Atomic changes flow through CI and into production continuously. Short feedback loops keep everything stable.
05
Directing AI Effectively
Stop treating AI errors as failures. Start treating them as cheap, fast iterations in a loop you control.
Investment & Return

The cost of inaction is higher.

What You're Spending Already

For a 10-person engineering team, you're spending $1M-$2M per year in fully loaded compensation. The Accelerator acts as a multiplier on that existing spend.

What You Get Back

Even a conservative 20-30% improvement in engineering velocity on a $1.5M annual payroll represents $300K-$450K in delivered value per year, every year after the engagement ends.

We leave. The velocity gains don't.

What's Included Every Month

70+ hours of instructional and tutoring time
70+ hours of hands-on engineering contributions
All assessments, documentation, and final metrics report
Internal champion enablement and long-term independence
ROI Illustrative Model - 10-Person Team
Annual engineering payroll $1,500,000
Velocity improvement (25%) $375,000/yr
Accelerator cost (6-month) $180,000
Payback period < 7 months
Year 2+ annual net benefit $375K+
Why Trust is4.ai

We've operated at the highest stakes.

Capital Markets

$750M in Hedge Fund Assets

Our team managed $750M in assets where being wrong meant real losses — not missed KPIs. We bring that accountability to every engagement.

Transaction Risk

Visa Fraud Detection at Scale

We built fraud detection systems that process millions of live transactions. We understand what it means to build AI that cannot fail.

Autonomous Systems

Autonomous Vehicles at Uber

We developed systems where the cost of error is measured in lives. We know what safety-critical, human-in-the-loop AI looks like in production.

Trusted by and built alongside
VISA
UBER
YELP
PROTIVITI
VECTOR STRATEGY
VAS CONSULTANT
Who This Is For

Four profiles. One common thread.

Engineering organizations of 10+ developers

You want to adopt AI but don't know where to start. You have real engineers, real codebases, and real delivery pressure. This is built for you.

CTOs and CIOs who understand the urgency

You know you need to move. The organizational change feels too daunting to undertake internally. We've done this before.

Teams where AI "didn't work"

Engineers tried Copilot, watched it make mistakes, and went back to writing code by hand. The tool wasn't the problem. The workflow was.

Compliance-sensitive organizations

You need to adopt AI without removing human oversight from your release process. Our model keeps humans in control of every change that ships.

Start the Conversation

The companies that retool now gain a compounding advantage.

Most engineering organizations are 12-18 months behind the current state of the art. The gap is widening. Schedule a free discovery call with our team.

Contact is4.ai
Email
info@is4.ai
Phone
+1 (786) 763-1323
Website
is4.ai
We respond to all inquiries within 24 hours. - Minimum 3-month engagement - $30,000/month