Precision Manufacturing
Select your use case

Complex proposals.
Built in hours, not weeks.

Ranger drafts technically precise proposals from your past bids, specs, and pricing history, so your engineers review, not research.

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~97%
Faster proposal turnaround
vs. weeks manually
0hrs
Average proposal draft time
Down from 2–3 weeks
0x
More bids pursued
Same engineering headcount
1 week
RFQ to submission
For complex packages
How It Works

From raw document
to winning proposal.

Three steps. Built for Proposal & Bid Writing.

Step 01

Ingest Your Bid Library

Upload past bids, pricing templates, and client requirements. Ranger learns your proposal structure once.

Step 02

Agents Draft & Price

Agents parse the RFQ, match against your past bids, and generate proposal sections with cited sources.

Step 03

Engineer Review & Submit

Review the AI-drafted proposal with full traceability. On-time, compliant submissions, with margin captured.

Product Walkthrough

See Ranger in Action

A concept walkthrough showing how Ranger handles your document workflows

Engineering Deliverables
Project Specs
PDF
Project-Basis-of-Design-2026.pdf
62 pages
PDF
P&ID-Rev-3-Package.pdf
38 pages
Standards & Codes
XLS
Applicable-Standards-Register.xlsx
93 rows
PDF
Code-Compliance-Checklist.pdf
24 pages
Deliverables
XLS
Deliverable-Register-2026.xlsx
178 rows
PDF
Interdiscipline-Review-Log.pdf
16 pages
6 files · Engineering Deliverables
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The Difference

Same workflow.
Completely different outcome.

What actually changes when a precision manufacturing team runs on Ranger.

Before Ranger
23 manual steps
Intake
Receive RFQ package
Download files
Identify scope & specs
Log manually
Assign lead engineer
Spec Review
Read all specs
Extract requirements
Re-check sections
Cross-ref past bids
Identify missing data
Document findings
Pricing
Calculate material cost
Estimate labour hours
Add tooling & overhead
Adjust margins
Re-adjust
Drafting
Draft proposal sections
Internal review
Revisions
Senior sign-off
Submission
Compile package
Final check
Submit proposal
Before Ranger
23 manual steps
Intake
Receive RFQ package
Download files
Identify scope & specs
Log manually
Assign lead engineer
Spec Review
Read all specs
Extract requirements
Re-check sections
Cross-ref past bids
Identify missing data
Document findings
Pricing
Calculate material cost
Estimate labour hours
Add tooling & overhead
Adjust margins
Re-adjust
Drafting
Draft proposal sections
Internal review
Revisions
Senior sign-off
Submission
Compile package
Final check
Submit proposal
After Ranger
10 automated steps
Upload & Context
Upload your documents
Select use case context
Ranger Agents
Parse RFQ & spec requirements
Match against past bids & pricing
Draft proposal sections automatically
Flag compliance gaps & deviations
Generate submission-ready package
Review & Deliver
Review AI output
Apply expert judgment
Export / submit
57%
fewer steps
Drag to compare
Customer Story
Precision ManufacturingRegulatory Compliance

“Ranger is going to reduce our months long proposal cycle down to a week.”

J
Julius
Operations Lead · Industrial Water Systems
Challenge
207-row regulatory forms took weeks of manual data entry with zero margin for error
Solution
AI reads source documents and populates complex forms with 96.1% first-pass accuracy
Result
28-day submission cycles collapsed to a 5-day target: same team, 2,000 cases per year
96.1%
First-pass accuracy
28→5days
Submission cycle
2,000cases/yr
Same team capacity

FAQ

Common Questions

Energy

Ready to see what
60% faster looks like
for your team?

Book a 30-minute call. We'll walk through the exact workflows built for your operation: your specs, your requirements, your language.

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