Custom AI agent · Documents & Data
AI Spreadsheet Data Entry Agent for Machine Shops
Keep job travelers and production records ready for shop-floor review.
Organize work-order, routing and inspection spreadsheets for machine-shop staff, with mismatched part revisions and missing operation fields flagged before updates.
- Work-order fields aligned across approved shop exports
- Missing operation and revision details surfaced early
- Inspection entries kept traceable to their source
Starting at $300 USD/month
Starting price is $300 USD/month for a tailored solution. Your proposal defines the scope, deliverables and payment terms. ERP/MES integrations, controlled-data handling, hosting and ongoing support are reviewed and priced before work begins.
What is an AI spreadsheet data entry agent for machine shops?
An AI spreadsheet data entry agent for machine shops organizes approved work-order and production records into a consistent sheet for office and shop-floor review. It can map job travelers, routing exports, work-in-process lists and inspection logs into agreed columns, retain part and revision references, and flag incomplete or conflicting operation data. It helps staff prepare records; machinists and quality personnel remain responsible for interpreting drawings, confirming process details and releasing work.
Prepare machine-shop records for review
Structure traveler and routing fields
Arrange job number, part number, revision, operation sequence, work center, planned quantity and source-provided due dates into the shop’s agreed format, preserving the original reference.
Reconcile work-in-process exports
Compare approved ERP or production spreadsheets for duplicate job IDs, missing operation numbers, inconsistent part revisions and status mismatches. Leave conflicting values for an authorized employee to resolve.
Prepare inspection log entries
Organize supplied characteristic labels, instrument readings, lot or serial references and inspector notes into a review sheet. Keep measurements as recorded and do not determine whether a part passes.
Create a traceable exception list
Mark blank fields, mismatched material or job references, and incomplete sign-offs with a clear reason so production control or quality staff can check the source before changing a record.
Where it can help
Traveler spreadsheet preparation
Consolidate approved work-order and routing exports into a traveler review sheet for a production coordinator. Staff verify revision, operation order and required sign-offs before a job packet is released to the floor.
Work-in-process status reconciliation
Compare job lists from production control and shop systems to find records that disagree on operation, work center or status. Supervisors confirm the current state rather than relying on an inferred update.
Inspection record handoff
Arrange operator-entered readings and inspection references for a quality reviewer. A qualified inspector compares the source measurements with the controlled drawing and determines acceptance or disposition.
How it works
A step-by-step workflow your team can review before launch.
Define the shop’s record map
Choose the work-order, traveler, WIP or inspection file in scope and define authoritative part, revision, operation and status fields.
Map approved exports
Transform only the selected source columns into the review template, keeping job references, original values and source links or filenames.
Flag incomplete or conflicting entries
Identify duplicate-looking jobs, missing operation data, inconsistent revisions and unsigned inspection rows without guessing at a correction.
Review before release or update
A production or quality employee checks the prepared sheet and authorizes any change to an ERP, MES, traveler packet or quality record under a separately approved workflow.
Built around your business
What we configure
- Job, part, revision, lot, serial and work-center identifiers
- ERP, MES, traveler, WIP and inspection spreadsheet layouts
- Operation sequence, status vocabulary and sign-off requirements
- Rules for duplicate jobs, missing fields and revision conflicts
- Source traceability, user access and any separately scoped production-system connection
What we need from you
- Redacted examples of current travelers, WIP exports or inspection logs
- A blank target template and definitions for shop-specific columns
- Controlled rules for revision handling and exception escalation
- A named production or quality reviewer to approve prepared records
Clear boundaries before launch
What it will not do
This agent supports spreadsheet preparation only. It does not create or edit CNC programs, control machines, choose cutting parameters, schedule or dispatch jobs, interpret engineering drawings, calculate tolerances, decide inspection pass/fail, approve nonconformances, release parts or work orders, set production costs, or update ERP, MES or quality records without a separately reviewed and authorized integration. Measurements and revision fields must be verified against controlled sources by qualified personnel. Limit access to proprietary drawings, customer part data and export-controlled information according to your shop’s policies; use redacted samples during setup.
How success is measured
Use a representative, redacted set of traveler, WIP or inspection files to establish a baseline. Review correct mapping of job and revision references, missing operation fields found, duplicates confirmed by staff, inspection-entry corrections, and preparation time. Track false matches and unresolved exceptions; do not use automated outputs as quality release or production authorization.
Frequently asked questions
What records can it prepare for a machine shop?
It can organize approved work-order, traveler, WIP and inspection spreadsheet fields into a consistent review sheet. The exact mapping depends on your shop’s records and controlled procedures.
Can it interpret a drawing or decide whether a part passes inspection?
No. It can arrange readings and references as supplied, but qualified personnel must interpret drawings, apply tolerances and make all acceptance or disposition decisions.
Will it release a traveler or update our ERP or MES?
The standard workflow prepares records for staff review. A live integration or release action must be separately scoped, permissioned and approved by your production and quality owners.
Can it change or generate CNC programs?
No. It does not create, edit, validate or run CNC programs, select machine settings or control shop equipment.
What does the $300/month starting price mean?
Tailored solutions start at $300 USD/month. Tranki reviews your files, shop-specific fields, reviewer steps and any integrations, then confirms scope and payment terms in a proposal.
What should we provide for setup?
Share redacted traveler or WIP examples, a blank target template, field definitions, revision-handling rules and the role authorized to review prepared records.
How should we handle proprietary or controlled shop data?
Start with redacted samples and only the fields needed for the workflow. Your organization should review access, storage, retention and any applicable customer or export-control requirements before live data is processed.
