AI agents for manufacturing

The back office,running itself.

Order processing, quality reporting, and the reconciliation that eats your team's week — automated and stitched across your systems.

Orders · Quality · Back office

How can AI help a manufacturer?

Manufacturing runs on repetitive, high-volume paperwork — order entry, production scheduling, quality reports, and reconciliation moving by hand between systems that don't talk. AI automates that processing, generates the routine reporting from data you already capture, and reconciles orders, inventory, and accounting into one view — so the team handles exceptions and judgment calls instead of re-keying.

Where the day breaks down
01

Orders and production data are re-keyed between disconnected systems

02

Quality and compliance reporting is built by hand, after hours

03

Inventory and accounting never quite line up

04

Skilled people spend the day on data entry, not on the floor

What we build for
manufacturing.

Practical systems that capture revenue, save hours, and show you the numbers — built inside the tools you already use, and yours to keep.

01

Order & production-data automation

Order entry, confirmations, and production data processed and reconciled across your systems — with exceptions surfaced to a person only when they need a decision.

02

Quality & compliance reporting

Routine quality, safety, and regulatory reports generated from the data you already capture, ready for review instead of built from scratch.

03

Back-office reconciliation

The repetitive reconciliation between orders, inventory, and accounting handled quietly, so the back office stops being the bottleneck.

Proof from the field
60 hrs/mo
Payroll agent — saved per 100 employees
10×
Lead-gen agent — top-of-funnel growth
Lead-gen agent — meetings set

Outcomes from delivered engagements. Figures are shared with client permission; see all of our work →

Common questions.

The questions operators actually ask before they start. If yours isn't here, the diagnostic is the place to ask it.

How much does AI automation cost for a manufacturer?

Start with a free discovery call to see if there's a fit. If there is, the next step is a paid diagnostic that puts scope, cost, and expected ROI in writing before any build begins — so you see the number before you commit. Most systems pay for themselves inside a year.

Will it integrate with our ERP and MES?

Yes — we build across the ERP, production, and accounting systems you already run, unifying them rather than replacing them. Scoped in the diagnostic.

How does it handle exceptions?

By design, automation handles the routine flow and surfaces only the exceptions — the orders or reports that genuinely need judgment — to a person. You set where that line is.

How long until it's live?

Most systems go live in weeks, not months. After the free discovery call, a paid diagnostic scopes the work with timeline and ROI in writing — and we don't disappear at launch. We operate and tune what we built as your business changes.

Before you call
Cost & ROI

What does an AI system cost? How we price, and how ROI works

Why there's no honest sticker price, what actually drives the number, and how to know it will pay off before you commit.

Read the guide →
Timeline

How long does a custom AI system take to build?

Weeks, not months — what the phases actually are, what stretches a timeline, and how operators keep builds fast.

Read the guide →
Who's behind this

Built by operators who've run the businesses we build for — not a dev shop guessing at how your day works.

Prithvi Datla

Founder & CEO

Builds and sells enterprise AI — production multi-agent systems, and a multicloud AI platform sold to CTOs — after 8+ years running digital product at Verizon and AT&T. Cornell MBA; author of The RAG Book.

Alex Abboud

Co-Founder & COO

Operator and product mind with a consulting background across strategy, partnerships, and go-to-market — a sharp eye for the lever that matters.

Meet the team →

Start with a free
discovery call.

A free call to see exactly where AI pays off in your manufacturing business — and whether there's a fit. No pitch, no commitment.

Book a free discovery call

Prefer to write? Contact us

(347) 424-2200 · hello@kilobytecollective.com