Productized Stack — Small & Mid-Sized Manufacturers

Know what every order actually made you.

AI that ships — for manufacturers whose data lives in a real ERP nobody has time to mine, or in spreadsheets and three people's heads. Cost sheets that update themselves, quotes out same-day, orders answered around the clock, and a brief that tells you what moved. No ERP migration — and no ERP required. No model ever sets a price.

Book a Discovery Call → See What We Ship
Week 1
Your quote history, cost sheets, and build records in one indexed layer.
Whether it lives in your ERP or in three people's heads and four spreadsheets — captured, reconciled, searchable.
Week 4
Cost sheets that update themselves.
Every supplier invoice reprices your inputs. Quoting off last year's costs ends here.
Ongoing
Same-day quotes, answered orders, a brief that runs your morning.
Margin by order, parts questions handled around the clock, decisions queued with the context attached.

The numbers

What this class of system does.

3× faster
Shops that moved from spreadsheet quoting to automated quoting respond to RFQs three times faster — and the first credible quote is first in line for the order.
Source — Modern Machine Shop
1.9M unfilled
Projected unfilled U.S. manufacturing jobs by 2033. The capacity you can't hire is capacity you have to build.
Source — Deloitte & The Manufacturing Institute
~60%
In an Institute of Management Accountants survey, nearly 60% of manufacturers said inaccurate cost data has directly driven bad pricing decisions. Quoting off last year’s costs isn’t conservative — it’s a coin flip.
Source — Institute of Management Accountants

We deploy on your existing stack

We work where your team already works.

ERP & AccountingWhere your numbers live
Sales, Ops & CommerceWhere the work gets managed
Foundation ModelsThe AI we build on

What we ship for manufacturers

Automate the steps. Protect the judgment.

Rolling up a cost sheet is a step. Deciding the margin you'll take is a thought. Logging a received lot is a step. Releasing the order is a thought. We automate the steps. Pricing, quality, and release stay human — always. Four core products. Defined, deployed, and tuned by senior operators.

01 / 04 — Quoting

AI Quote Desk · Workflows

Same-day quotes, priced off costs that are actually current.

RFQs and reorder requests read on arrival, matched against your quote history and build sheets, and drafted into a priced quote for your review. Cost sheets stay live because every supplier invoice updates them. A requote calendar flags every account whose pricing has drifted below your floor. And when you win the order, the job drafts itself into your ERP from the closest past build — your senior lead reviews, corrects, and approves. The model drafts. You price.

  • RFQ Intake Reader — email and PDF in, a structured quote record out — matched to the nearest past job.
  • Cost Sheet Keeper — supplier invoices reprice your materials and BOMs automatically, the day they land.
  • Requote Calendar — which accounts to reprice, when, and by how much your costs actually moved.

02 / 04 — Orders & Parts

AI Order Desk · Support Agents

Every order, part, and status question — answered around the clock.

Customers calling about orders, parts, and fitment don't keep your shop hours. The Order Desk answers phone, email, and chat in your company's voice — checks stock, takes the order, answers “which one fits,” and logs everything to your systems. Anything it shouldn't answer routes to your counter with full context.

  • Parts & Fitment Answers — knows your catalog, the cross-references, and what shipped on every past order.
  • Order Intake & Status — takes the order, confirms stock and lead time, answers “where is it” without a callback.
  • Doc Runner — COAs, spec sheets, W-9s, invoice copies — the paperwork requests that eat your office's day.

03 / 04 — Margin & Visibility

AI Margin Engine · Workflows

Margin by order, by SKU, by account. Not by gut.

Profitability that assembles itself from your invoices, your jobs, and your cost sheets — which products carry the shop, which accounts quietly stopped paying for themselves, and a budget-vs-actual that shows up monthly, then weekly, then live. Deterministic math on your own numbers. No model invents a cost.

  • Job Costing — actual cost per order reconciled against what you quoted — variance explained, not just flagged.
  • BvA Assembler — budget-vs-actual that builds itself, variances routed to the manager who owns the line.
  • Commodity Watch — price moves mapped to the SKUs they expose — and vendor RFQs drafted in your voice, so big commodity buys get priced competitively instead of sole-sourced.

04 / 04 — Owner Visibility

AI Chief of Staff · For Owners

The plant reports to you now.

The daily operator brief, plus the weekly roll-up: what shipped, what slipped, what's short for next week's schedule, which receivables aged, and the decisions queued with context attached. It doesn't schedule your plant — it makes sure you're never the last to know. And when the call comes, the records hold up: every order traced to its inputs, every build to its components — whether the caller is a customer with a five-year-old unit or an auditor with a lot code.

  • Daily Operator Brief — the 6:15 AM read — orders, margin flags, supply risks, and the decision queue.
  • Open Order Watch — every order against its ship date, shortages flagged with lead time to spare.
  • Records & Trace — receiving to build to shipment on one thread. Warranty call or mock recall — minutes, not days.

AI Operating Partner

Powered by AI · Operated by humans

Senior AI leadership, embedded with your shop.

The stack moves fast. The workflows that run your plant today look different in six months — some steps disappear, others emerge, better tools land mid-quarter. Owner-operators shouldn't be scrambling to keep up.

The product is people, not software. Senior operators in the room with you, accountable to the same outcomes you are. They decide what gets automated and what stays human — what's a step and what's a thought.

They build as little as possible, keep tuning and swapping as the stack shifts, and bring you cheaper or better replacements when they land. You never have to start over.

Most manufacturing engagements start here. The Operating Partner embeds with you and your leads. A dedicated delivery cell ships the systems underneath.

Book a Discovery Call → About the Operators →

How we engage

Engage. Build. Run.

Three phases. Same team across all three. From scoping the work to running the systems.

01 — Engage

Get clear on what to build.

First we get clear on where AI fits in your operation — and where it doesn't. We sit with your team, map your stack, and find the work worth automating. The output is a roadmap you could hand to anyone, including a team that isn't us. Most engagements start here, even when the build is already obvious.

02 — Build

Ship working systems.

The quote desk, the order desk, the margin engine, the operator brief — built on QuickBooks, your spreadsheets, and the rest of your stack. We scope tight, build only what works, and ship. Slides only when they help us think — never as the deliverable.

03 — Run

Keep it sharp.

Live systems age. Models improve. Better tools land. We tune what's live, swap what's worth swapping, and rebuild what ages out. Your stack stays sharp — without you staffing the team to keep it that way.

Why Vector 48

Operators, not consultants. We ship what we recommend.

There's no shortage of platforms that want to be your next system. There's no shortage of consultancies that'll write you a deck. What's been missing is operators who can do both — and stand behind it.

01

We deploy in your existing stack.

QuickBooks — hosted desktop included — Acumatica, NetSuite, Fishbowl, Pipedrive, Shopify, and yes, your spreadsheets. Your team gets better answers in the tools they already use. No ERP migration. The systems running your plant stay running.

02

We operate the agents continuously.

This isn't a software install or a one-time consulting deliverable. We build the systems, run them with you, and keep them sharp as the AI stack moves. The same operators who ship the work stay accountable for it.

03

Built for owner-run manufacturers.

Not enterprise plants with an IT department. Not generic digital transformation. We built this stack around how owner-run manufacturers actually work — where the ERP is solid but your most senior people are still the integration layer above it, or where the system of record is a spreadsheet and the know-how lives in three people. Either way, margin is decided one quote at a time.

Common questions

Before you book the call.

Straight answers, even when they're ranges.

No — and it never will. It drafts quotes, does the math, and flags the drift. A human signs every price and every release. That's a design principle, not a settings toggle: AI never makes irreversible business decisions in our builds.
Yes. It's one of the most common setups we see at this size, and we design for it. Where a clean API doesn't exist, we build reliable extraction that never touches your books' integrity — read where we can, verify everything, write nothing without rules.
No. The whole model is building the intelligence layer on what you run today. Already on Acumatica or NetSuite? Even better — everything we build sits on top of it and makes it worth more. And if our assessment says a system genuinely needs replacing, we'll tell you straight — but “buy an ERP first” is usually a two-year detour someone else profits from.
It builds what those frameworks demand: lot and build records captured once, consumption reconciled, and a trace that runs in minutes instead of days. Your compliance program and your auditor make the certification call — we don't sell certificates. We build records that hold up.
Your data stays siloed to your environment. We do not train shared models on client data, ever. Full NDA is standard. We can operate in your infrastructure or ours. Your call.
Most ongoing engagements run in the $5–12K per month range, depending on the number of systems and which of the four products you run. The Engage phase is fixed-fee and scoped on the discovery call. We'll give you real numbers — not a brochure range — on the call.
Every agent operates inside guardrails you set. Confidence thresholds, escalation rules, audit logs. Anything below threshold escalates to a human with full context attached. We review errors weekly and tune the system around them. The goal isn't perfection — it's that mistakes get caught and corrected faster than a human team would catch them.

A straight read on where AI helps your plant — and where it doesn't.

Book a 30-minute discovery call. We'll walk your quoting, your order flow, and your cost sheets — and tell you straight where the margin is hiding and which product pays for itself first. No deck, no sales pitch.

Book a Discovery Call →