AXIOS Data Reader
Manufacturing intelligence for fabrication & machine shops

Manufacturing drawings in.
Structured quotes out.

AXIOS Data Reader turns a customer’s engineering drawings into a filled quote workbook: every part enumerated, a process plan with machines, setups and minutes per piece, materials and outside processes priced at your shop’s own rates, and the basis for every number shown to your estimator. Built for fabrication and machine shops that quote from prints and win on speed and accuracy.

Your workbook
Fills the Excel quote sheet you already use; formulas and formats untouched.
Your rates
Machines, labor, materials and vendors from Shop Setup; nothing generic.
Calibrated time
Machine hours from a model checked against real shop hours, basis stated on every quote.
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Sheet 1 of 6

What AXIOS does with a drawing

Read → plan → price → land → explain

AXIOS Data Reader is quoting software for fabrication and machine shops. You drop in the customer’s engineering drawings; it returns your quote workbook filled in as a draft an estimator can check line by line. It is not a chat box and it does not invent a price: every number comes from the drawing, from your shop’s own rates, and from a time model calibrated against real shop hours. The five steps below happen on every quote, in this order.

1
Reads every page of every drawing
PDF drawing sets, prints, photos and scans. AXIOS enumerates the assembly, its sub-assemblies and every component part, and pulls the title block (part number, revision, customer, quantity), material and condition callouts, stock sizes, dimensions and tolerances, GD&T frames, surface finishes, hole and thread callouts, bends, welds, finishes and coatings, and the drawing notes that change how a part is made.
2
Writes the process plan
For each part: a typed feature inventory (what has to be cut, how many, to what tolerance, with what access), the setups, and the operations in the order the shop floor would run them. Each operation names the machine, the tooling and fixturing, the setup minutes per lot, the run minutes per piece, and one line of basis for those minutes. Bench work such as deburr and inspection is its own operation, never hidden inside machine time.
3
Prices it with your shop’s numbers
Your machines and their hourly rates, labor and planning rates, material prices, outside services and vendors, markups and minimums are set up once in Shop Setup. AXIOS routes each operation to one of your listed machines and prices it at that machine’s rate. Material is bought in your units for the whole order; outside processes get a per-part or flat line; one-time charges never multiply by quantity.
4
Lands it in your quote sheet
Code, not the model, chooses every cell. Every process, setup type, admin type and machine name is checked against the lists your workbook already uses, so a misspelling can never silently zero out labor. Your formulas, formats and tabs are untouched. Use the built-in AXIOS Quote Sheet, with routing, build plan, material and purchased tables and a machine selection block, or your shop’s own workbook.
5
Shows its basis, so you can judge it
Every quote reports whether its times are anchored to a calibrated reference job, built from calibrated per-feature rules, or uncalibrated for that machine and material. It names the largest single time and what it assumes, lists every assumption and open question, and flags anything that needs an estimator’s eye. An uncalibrated time is never shown with the confidence of an anchored one.
From drawing to draft quote, automatically
Your customer’s drawing
4321 4321 BA BA 4 PCS. REQ. 4.800 1.600 4X Ø.257 THRU A A 0 1.600 3.400 4.520 Ø1.000 +.001/-.000 32 Ra BORE SECTION A-A 73-4411 BUSHING 2X 73-4410 SUPPORT FITTING Notes: Unless Otherwise Specified 1. MATERIAL: 7075-T7351 PLATE PER AMS 4078 2. PROCESS: 1. MACHINE PER PRINT 2. INSTALL 73-4411 BUSHINGS 2 PLCS 3. PENETRANT INSPECT PER ASTM E1417 4. CHEM FILM PER MIL-DTL-5541 CL 3 3. FINISH: CHEM FILM PER MIL-DTL-5541 CL 3 4. DEBURR AND BREAK ALL SHARP EDGES .005-.015 5. MARKING OPERATIONS: PART MARK PER AS478 WITH DWG NO AND REV LTR PROPRIETARY AND CONFIDENTIAL THE INFORMATION CONTAINED IN THIS DRAWING IS THE SOLE PROPERTY OF MERIDIAN AERO. ANY REPRODUCTION IN PART OR AS A WHOLE WITHOUT WRITTEN PERMISSION OF MERIDIAN AERO IS PROHIBITED. ALL DESIGN AND PATENT RIGHTS ARE EXPRESSLY RESERVED. UNLESS OTHERWISE SPECIFIED: DIMENSIONS ARE IN INCHES TOLERANCES: FRACTIONAL ± 1/64 ANGULAR: MACH ± .5° TWO PLACE DECIMAL   ± .01 THREE PLACE DECIMAL ± .005 INTERPRET GEOMETRIC TOLERANCING PER: ASME Y14.5 MATERIAL 7075-T7351 AMS 4078 FINISH CHEM FILM CL 3 DO NOT SCALE DRAWING NAMEDATE DRAWNR.M.08/10/26 CHECKED ENG APPR. MFG APPR. Q.A. COMMENTS: NEXT ASSY: 73-4400 USED ON: AV-220 AEROSPACE SYSTEMS MERIDIAN AERO TITLE: SUPPORT FITTING SIZE B DWG. NO. 73-4410 REV A SCALE: 1:2 WEIGHT: SHEET 1 OF 1
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AXIOS
Your quote sheet — drafted for review
AXIOS QUOTE SHEET
Customer:MERIDIAN AERODate:08/10/26
Contact:S. TANAKAQuote #:Q-1102
Project:AV-220 ACTUATOR SUPPORTLead time (wks):4
LINE ITEMS
#Part NumberDescriptionMaterialQtyMaterial $/eaLabor min/eaRate $/hrOutside $/eaLine Total
173-4410SUPPORT FITTING, ACTUATOR7075-T73514$64.00160$110—$1,429.33
273-4411BUSHING, FLANGEDC63000 BRZ8$9.4020$110—$368.53
3OS-CFCHEM FILM MIL-DTL-5541 CL 3OUTSIDE4———$18.00$72.00
4OS-PENPENETRANT INSPECT E1417OUTSIDE4———$22.50$90.00
5FAI-9102FIRST ARTICLE INSPECTION—1—90$110—$165.00
Subtotal$2,124.86
Markup %15%
Markup $$318.73
Shipping$45.00
TOTAL$2,488.59
NOTES
Draft from 73-4410 REV A · labor at your shop rate ($110/hr) · outside processing at vendor pricing · review and adjust before sending.
Where AXIOS fits in your shop
01
RFQ comes in
The customer sends prints, specs and quantities.
→
02
AXIOS drafts the quote
Drawings become a filled quote workbook: parts, materials, operations, minutes, picks.
→
03
Your estimator reviews
The basis, the largest time and every assumption are on the ready card and on the sheet. Edit anything; your judgment, your margin.
→
04
Quote goes out, job gets planned
When it is won, the same plan feeds your capacity board, no re-entry.
Sheet 2 of 6

Calibrated to real shop hours

The time model

Machining time is the number that makes or breaks a quote, so AXIOS does not guess it. It builds each cycle from what the machine actually has to do: stock that must come off, hole and thread cycles, tool changes, probing, load and unload, at cutting speeds that are realistic for the material. Those catalog minutes are then corrected by a realization factor that explains why a shop’s spindle time is longer than the handbook says: feeds held back to protect certified blanks and micro tools, in-process probing and B-axis moves, light alternating passes on thin walls, measure-and-recut loops on tenth-level features.

Tolerances are priced as a curve, not a line: open and standard callouts cost nothing extra, close tolerances add a fresh edge and an in-process check, tight and precision tolerances add attended finishing, gauging and documented inspection. Hand deburr, inspection and cleaning are quoted as their own processes on top of machine time, because a 718 part can carry as much bench time as spindle time.

The model is calibrated against a manufacturer’s own machine hours on real parts, described by feature signature so no customer data travels with it. When a new part matches a calibrated reference, AXIOS anchors to it and says so; when it does not, it says that too. Every change to the model is run through a benchmark of reference drawings before it ships, and on the calibrated set the engine lands within a tenth of an hour of the shop’s own numbers, run after run.

How a time is builtExample, one part
Catalog minutes from the feature inventory (turning, milling, holes, pockets, grooves)234 min
× realization for this material on this machine class× 2.6
Machine time per piece (lands on the machining processes)600 min
Setup per lot (jaws, presets, probe datums, first-piece loop)150 min
Hand deburr, own process90 min
CMM inspection, own process60 min
All-in at quantity one15.0 h
A real calibrated reference: a feature-dense nickel-alloy flange on a mill-turn. The shop’s own machine time for it was 10 hours.
Sheet 3 of 6

Capacity: know your workload before you promise a date

From won quotes

Every AXIOS quote already contains the machine, the setup minutes per lot and the run minutes per part for each operation. When a quote is won, that plan becomes load on your machines for the month it is scheduled to run, with no re-entry. The Capacity board shows, per machine type and per month, the hours required against the hours each machine can run, a load percentage, the gap, and a plain status: OK, nearly full, or need capacity.

Jobs are queued per machine in due-date order, so each job gets a planned finish date and each machine shows its first open day. At quote time the ready card tells you the earliest finish if the job is won today, given what is already queued. On the floor, an operator taps Start and Done; that is all the floor ever enters.

What the shop sets up: hours per day and the number of identical machines, once per machine. What it enters per job: the month it will run. Everything else is derived.

Machine typeRequired hAvailable hLoadStatus
Mill-turn27.517616%OK
3-axis mill43.635212%OK
Wire EDM340.0317107%Need capacity
Lathe6.21764%OK
Saw4.3——Set hours
Required = minutes per part × ordered quantity + setup per lot, summed from each won quote’s plan. Available = hours per day × machines × working days.
Sheet 4 of 6

Your shop, built into every quote

Shop Setup
Configure once
Teach AXIOS your shop
Machines with hourly rates, make and model, tooling on hand and notes; labor and planning rates; a material price list; outside services and vendors; markups, margin target, scrap and tooling allowances. Drop in your existing rate sheet and AXIOS imports it. Shared with your whole team.
Every quote
Priced like your shop
AXIOS studies each listed machine, routes every operation to the right one and prices it at that machine’s rate. Your real numbers go into the sheet, never industry averages. A machine that is not on your list is flagged instead of silently priced.
Per job
Adjust without breaking anything
A special rate for one job, a vendor quote for anodizing, a customer-supplied material: override it on that quote only. Your shop defaults never move, and past quotes keep the assumptions they were priced on.
That is the difference between AI that reads documents and software that knows your shop.
Your quote sheet. Powered by AXIOS.

No rip-and-replace. AXIOS fills the Excel workbook your shop already trusts, every formula, format and calculation preserved, or hands you the built-in AXIOS Quote Sheet with part routing, a build plan written for the shop floor, material and purchased tables, outside costs and a machine selection block wired to your rates.

Your process stays yours. It just gets faster, and it keeps a record. When an estimator uploads the edited sheet, AXIOS keeps both versions and records what changed, which is how the engine learns a shop’s way of quoting without anyone filling in a form.

What AXIOS reads off a drawing, a few examples
Part No / Rev
12-0050 REV 00
Material
6061-T6 AL
Thickness
.250″ A36 CR
Dimensions
234.29 × 20.00
Tolerance
±0.005″
GD&T
TP Ø.0078 MMC
Holes
8× Ø.53 THRU
Taps
8× 1/4-20
Bends
4× 90°
Welds
3/16 FILLET TYP
Finish
BLACK POWDERCOAT
Surface
32 Ra BORE
Hardware
1/2″-13 GR8 BOLTS
Qty
25 PCS
Stock
TB SQ 2×2×.12 A500B
Notes
DEBURR ALL EDGES
 
…AND MUCH MORE

…plus assemblies and sub-parts, title-block data and drawing notes. Then AXIOS plans the operations (saw, waterjet, laser, brake, weld, turn, mill, EDM, deburr, inspect), estimates the times, and prices materials and outside processes with your shop’s own rates, routed into the right cells of your quote sheet.

Sheet 5 of 6

Your drawings and your data

Straight talk
Processed, not mined
Drawings are read through Anthropic’s Claude API under a commercial agreement that does not train on customer data. The quoting instructions, the time model and the engine run on the AXIOS server, never in the browser, so nothing proprietary ships to a shop’s machine and nothing of yours is exposed to another shop.
Export-controlled work stays yours
AXIOS checks each drawing’s text for ITAR, EAR and similar markings. A marked drawing is processed for the quote and never kept on file, and the plan derived from it is not stored with the quote. Detection reads the drawing text, so a scanned print cannot be checked; the ready card says when that is the case.
One shop, one workspace
Each shop’s quotes, rates, materials, customers and calibration live in its own workspace, isolated by row-level security in the database. Team members see only their shop. Every AI call is logged per workspace with what priced it, so usage and cost are always accountable.
Sheet 6 of 6

Questions shops ask

Plain answers
Does AXIOS replace my quote sheet?

No. It fills the workbook you already use, or the built-in AXIOS Quote Sheet if you prefer one with routing, build plan and machine selection wired in. Your formulas and formats are never changed; only empty input cells receive values.

What drawings can it read?

PDF drawing sets with any number of pages, plus photos and scans in PNG, JPG, WebP or GIF. Assemblies, sub-assemblies and detail parts in one package are handled together. Very large packages are split into two quotes.

How does it know how long an operation takes?

From a time model built from what the machine has to do and corrected by a realization factor calibrated against a manufacturer’s own machine hours. When a part matches a calibrated reference job, the quote says it is anchored and names the reference; when it does not, the quote says the times are derived or uncalibrated so an estimator knows to check them.

How accurate is it?

On the calibrated reference set, repeated runs land within a tenth of an hour of the shop’s own machine hours. For a new shop or a new material family the honest answer is that accuracy depends on calibration, which is why every quote carries its basis and why a new shop’s first jobs are compared against its own hours before the engine is trusted on its own.

How does it learn my shop?

Two ways. Shop Setup gives it your machines, rates, materials and policies. Then, when an estimator uploads the edited quote sheet, AXIOS records which numbers changed. Those corrections build a per-shop calibration over time. There is no form to fill in and nothing to maintain.

Who can see my drawings and quotes?

Only your shop’s team members, inside your workspace. Drawings are kept with a quote only so it can be re-run or scored later, and never when the drawing carries export-control markings. Nothing is shared between shops.

How long does a quote take?

A single-part drawing typically returns in about two minutes; a multi-part package takes longer. The estimator’s review is the rest of the job, and the ready card is built to make that fast: the basis, the largest time, every assumption, and every check that needs an eye.

What does the capacity board need from me?

Hours per day for each machine, set once in Shop Setup, and a month for each won job. Hours per job come from the quote itself. Start and Done taps from the floor are optional and make the board live.

The first quote back usually wins.
Make sure it’s yours.
Create your shop’s workspace, set up your rates once, and run your first quotes on us.
Straight talk on your data: your drawings are read securely via Anthropic’s Claude API and are not used to train any model; finished quote files live only in your shop’s own workspace, and export-controlled drawings are never retained.
AXIOS Data Reader
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Your account is created and your workspace is ready. Activate your AXIOS Shop plan to unlock quoting for your whole team.
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Unlimited team seats · unlimited customers · your shop's rates on every quote
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AXIOS Data Reader
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Account

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Work
New quote
2 Your quote sheet ?
Fastest & most reliable: use the built-in AXIOS Quote Sheet. Or upload your shop's own workbook (.xlsx) — formatting and formulas are preserved; only empty input cells get values.
…or drop your own .xlsx quote sheet here / click to browse
3 Upload CAD drawings ?
PDF drawings or photos/scans of drawings (PNG, JPG, WebP, GIF). You can add several — e.g. one per part.
Drop PDFs or images here, or click to browse
4 Project adjustments (optional) ?
This quote uses your Shop Setup values automatically. Add an adjustment to change something for this job only — a machine rate, a material price from a supplier quote, an outside-service vendor quote, or the markup. Your shop defaults never change.
5 Analyze & fill ?
AXIOS reads the drawings (dimensions, material, thickness, quantities, tolerances, finishes, hole/bend counts…) and fills your quote sheet as a draft for your review — you stay the final word on pricing. The file downloads automatically and every run is saved to your History.
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Your quote is ready ?
Filled and saved to your Downloads folder — click to download again
Fine-tune anything — rates, minutes, markups, material prices — right on the sheet; it recalculates instantly.
Work
Quotes ?
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Account
Team
Everyone here shares your shop's workspace — same projects, same pricing rules, one plan.
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Add a user
They'll get an invitation email with a link to set up their own login inside your workspace.
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Shop
Shop Setup
Configure your shop once — machines, rates, materials, tooling, and quote settings. AXIOS applies them automatically to every quote.
Setup checklist
Work through the checklist in any order — everything here can be changed later.
Special rules (plain English)
Anything the other tabs can't say — quoting policy, minimums for specific work, things you never quote. AXIOS treats these as your shop's rulebook on every quote.
TopicNotes
saved ✓
Machines
Every machine in your shop, with its hourly rate. AXIOS routes work to these machines and prices labor at their rates on every quote.
Import from a file
Drop your rate sheet or equipment list — Excel (.xlsx), PDF, or a photo — and AXIOS reads the machines into your list.
Drop a file here, or click to browse
Labor rates
The hourly rates behind every process, admin, and planning calculation in your quote sheet. These start at the AXIOS template defaults — make them yours.
Tooling
Tools worth their own cost line — fixtures, dies, form tools. You don't need your whole tool crib; cost is optional. Everyday consumables belong in the Quote Settings tooling allowance.
Materials
Your going prices for common materials. When a drawing calls for one of these, AXIOS quotes your price instead of estimating — and you can still override it per project.
Vendors
Who you buy from. Pricing usually changes job to job, so keep what doesn’t: a contact, their shop minimum, lead times, and notes. Materials and outside services pick from this list, AXIOS names these vendors on the purchasing list, and the ⋮ menu on any vendor opens a ready-to-send quote request email.
Outside services
Processes you send out — anodize, powder coat, heat treat, plating. Each service prices its own way; per-project vendor quotes can override any of them.
Account
Settings
Plan & usage
Trial
Set up payment
Billing questions: info@axiosdata.com
Workspacesaved ✓
Your shop's identity — shown in the sidebar and printed on generated sheets like the Purchasing List.
Prints on your paperwork
Your profilesaved ✓
How the dashboard greets you — and how your name shows in the By column on your team's quotes.
Your sign-in email — write info@axiosdata.com to change it.
password changed ✓
Dual dimensions
Drop a drawing and get it back with every dimension’s converted value written beside it in blue — placed in clear space, never over existing text or lines.
Drop a drawing PDF here, or click to browse
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Photo → Spreadsheet
Snap a paper quote form and get it back as a working Excel file — inputs highlighted, totals wired with formulas.
Drop a photo (JPG, PNG, WebP) here, or click to browse
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