Case Study · Waste Management · Brooklyn, NY
How Cogent Waste Solutions built an AI-powered invoice intake system in a single AIRY Accelerator session — and transformed their back-office operations permanently.
01 — The Challenge
Cogent Waste Solutions runs a high-volume commercial carting operation across Brooklyn. Every day, dozens of order sheets arrive — from customers, drivers, and dispatch — each needing to be logged, matched against client accounts, and filed for compliance. The back-office team was spending enormous amounts of time on repetitive manual intake tasks that left room for costly errors.
When AIRY Transformation engaged Cogent for their first AI Accelerator session, the goal was clear: identify the highest-friction administrative workflow and eliminate it — without disrupting operations or sacrificing the ticket compliance standards the business depends on.
Manual data entry bottlenecks. Staff were hand-keying order sheet data from paper and PDFs, creating a backlog that delayed billing and client reporting.
Compliance risk on ticket management. Industry regulations require accurate, timestamped records of every order. Human error in intake created audit exposure.
No centralized intake flow. Order sheets arrived via multiple channels with no consistent processing path, making reconciliation a nightmare.
Hidden admin cost at scale. At 30–50 order sheets per day, every minute of manual processing multiplied into substantial weekly overhead costs.
02 — The Solution
During the inaugural AIRY AI Accelerator session, AIRY worked directly with the Cogent team inside Claude Cowork to diagnose the core bottleneck and design a bespoke Invoice-Intake Skill — a structured AI workflow that could read, classify, validate, and log order sheets automatically.
The session followed the AIRY framework — Diagnose → Deploy → Operate → Evolve — with Cogent's real order sheets used as live input from the first moment. By the end of the session, the team had a functioning AI operating system built around their actual compliance requirements and operational vocabulary.
The Invoice-Intake Skill became Cogent's first permanent AI employee — running every order sheet through a consistent, compliant, auditable workflow without any human re-keying.
Live workflow mapping inside Cowork, using real order sheets to identify exactly where time and money were leaking.
A custom Claude Cowork skill built to Cogent's exact field structure, validation rules, and compliance log format — no generic template.
Staff began processing order sheets through the Cowork flow immediately post-session. Zero retraining of the system required.
Ticket compliance held at 100% across the measurement window. Next phase: driver dispatch and billing automation.
03 — The Results
These numbers were not projected — they were measured across 2.5 weeks of live production use immediately following the first AIRY session.
Calculated from staff hours eliminated per order sheet processed versus the prior manual workflow rate.
All processed through the Cowork Invoice-Intake flow with zero manual re-keying by admin staff.
Every ticket logged, timestamped, and filed to regulatory standard. Zero compliance events in the window.
From session day to documented cost savings — one of the fastest ROI timelines in AIRY program history.
The Invoice-Intake Skill was live and processing real order sheets the day after the Accelerator session ended.
Volume scaled significantly without adding staff. The AI employee absorbed the entire intake workload increase.
We processed over 6700 order sheets through the system in under three weeks and saved $25,000 in admin overhead — while actually improving our compliance record. This isn't a tool. It's how we run the business now.
— Nino Tristani · Owner · Cogent Waste Solutions · Brooklyn, NY
04 — How It Happened
The speed of this result reflects the AIRY Accelerator's core design philosophy: build with real data, in real workflows, on day one. No sandbox demos. No theoretical frameworks. Cogent's actual order sheets went through the skill before the session ended.
The Invoice-Intake Skill now functions as a permanent piece of Cogent's operational infrastructure — not a project that required ongoing consultant involvement, but a system the team owns and runs independently.
Day 1 — Session
AIRY AI Accelerator — Session 1
Workflow diagnosis, Invoice-Intake Skill built, first live order sheets processed inside Claude Cowork.
Day 2
Production Go-Live
Cogent staff begin processing all incoming order sheets through the Cowork flow. No manual re-keying from this point forward.
Week 1
3000+ Sheets Processed
Early volume confirms the skill handles field variation, edge cases, and compliance flags without human intervention.
Week 2
$10K+ Cost Avoidance Logged
Admin hours tracked against prior baseline confirm measurable savings are accumulating at scale.
Day 17 — 2.5 Weeks
$25K Saved · 6700+ Sheets · 100% Compliance
Measurement milestone confirmed. Case study data locked. Phase 2 scoping begins: driver dispatch automation.
Ready to Build Your AI Employee?
The AIRY AI Accelerator is a single intensive session that builds a permanent AI operating system around your real workflows — not demos, not theory. Real outputs, real savings, real fast.