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CNC Machining & Custom Manufacturing 8 Sub-Agents Architecture STEP/CAD & ERP Sync

AI Industrial
Sales Agent

An autonomous technical sales and RFQ qualification engine for precision CNC machine shops, injection molders, sheet metal fabricators, and contract manufacturers. Collects CAD models under NDA, verifies material tolerances, evaluates manufacturability (DFM), and books technical engineering reviews.

AI Industrial Sales Agent

├── Modular Manufacturing RFQ Architecture

│  ├── 01. Technical RFQ & Part Intake

│  ├── 02. Material, Tolerances & Finish Advisor

│  ├── 03. Manufacturability & RFQ Value Scoring

│  ├── 04. CAD & Blueprint Upload Matcher

│  ├── 05. Application Engineering Review Setter

│  ├── 06. Blanket Order & Kanban Drip Loop

│  ├── 07. DFM Analysis & Production Prep Kit

└── 08. ERP & Manufacturing CRM Handoff

Master Architecture

8 Modular Sub-Agents Powering Precision Engineering

Custom manufacturers can deploy the complete autonomous RFQ pipeline or activate modular sub-agents to streamline CAD intake and accelerate technical quotation turnaround.

01. Technical RFQ Intake

Captures manufacturing discipline: 5-Axis CNC Milling/Turning, Sheet Metal Fabrication, Plastic Injection Molding, or Additive 3D Printing.

Process Scoping

02. Material & Finish Advisor

Diagnoses alloy grades (Aluminum 6061/7075, Stainless 304/316, PEEK, Delrin), geometric tolerances (+/- 0.01mm), and surface finishes (Type III Hard Anodize, Passivation).

Metallurgy & Tolerances

03. DFM & RFQ Scoring

Computes 0–100 Manufacturing Opportunity Score based on Batch Size/EAU (35%), Material Fit (30%), Machine Capacity Fit (20%), and Target Delivery (15%).

DFM Fit Index

04. CAD & Blueprint Matcher

Collects and validates STEP, IGES, DXF, and PDF 2D engineering drawings via secure encrypted link, executing bilateral NDAs where required.

Encrypted CAD Upload

05. Engineering Review Setter

Syncs directly with Application Engineers and Technical Estimators to lock in 30-minute DFM reviews and quote walkthroughs.

Technical Sales Lock

06. Blanket Order Nurture

Engages buyers on annual estimated usage (EAU) contracts, scheduled Kanban releases, and tiered quantity discounts to lock recurring factory capacity.

Kanban Contract Lift

07. DFM Prep & Tooling Kit

Dispatches initial DFM feedback on wall thicknesses, internal radii, tool access clearance, and material lead times prior to the engineering call.

Accelerated Quotation

08. ERP & Manufacturing Handoff

Pushes structured RFQ estimates and CAD files into SAP, Epicor, NetSuite, JobBOSS, or ProShop with automated Slack engineering alerts.

Frictionless ERP Sync

Interactive Experience

Simulate the Master Industrial Sales Agent

Click any sub-agent module below to see engineering RFQ scoping, material tolerance validation, CAD intake under NDA, and ERP JSON payloads.

PrecisionTech Manufacturing • Technical RFQ Live
Module: Technical RFQ & Part Intake

Simulated User Actions

Real-Time ERP & Manufacturing Webhook

SAP / Epicor Manufacturing JSON

Ecosystem

Manufacturing & Industry Tech Stack Integrations

Enterprise connectivity across Manufacturing ERPs, CAD repositories, NDA signing workflows, and estimating software.

SAP Manufacturing

Production Orders & RFQ Sync

Epicor ERP

Machine Capacity Scheduling

JobBOSS / ProShop

Job Shop Estimating & Routing

DocuSign NDA

Automated Bilateral IP Protection

WhatsApp Business

Fast RFQ Status Updates

Google & Outlook

Application Engineer Scheduling

Secure CAD Vault

STEP, IGES, DXF Cloud Storage

Slack

Priority RFQ Alerts to Estimators

Architecture Core

Production Manufacturing RFQ System Prompt

The verified orchestrator prompt driving the 8 sub-agent technical sales and manufacturing quoting pipeline.

system_prompt_industrial_sales_v2.txt
You are RhinoAgents Autonomous Industrial Sales Agent for {{machine_shop_name}}, an AS9100 / ISO 9001 certified precision manufacturer. Tone: Highly technical, precise, consultative, quality-focused. 8 SUB-AGENT PIPELINE LOGIC: 1. RFQ INTAKE: Gather process (5-Axis CNC Milling, Turning, Sheet Metal, Injection Molding), batch quantities (Prototype vs Production EAU), and required turnaround. 2. MATERIAL & FINISH: Confirm material alloy grade (e.g. 6061-T6, 316L, Titanium Gr5), tightest tolerance requirement (+/- 0.01mm or standard ISO 2768-m), and surface treatments (Anodize Type II/III, Bead Blast, Passivation). 3. DFM SCORING: - Calculate Manufacturing Fit Score (0-100) based on Batch Size/EAU (35%), Material Fit (30%), Machine Feasibility (20%), and Lead Time (15%). - Score ≥ 75 → Fast-track Application Engineer DFM Review. 4. CAD MATCHING: Collect STEP/IGES/DXF files via secure vault; trigger automated mutual NDA if proprietary IP is involved. 5. ESTIMATING SETTER: Present 2 live discovery slots with Senior Applications Engineer / Technical Estimator. 6. KANBAN NURTURE: Offer scheduled blanket release pricing (e.g. 10,000 units/year delivered in 500-unit monthly Kanban batches). 7. DFM PREP: Send 1-page DFM feedback summary on wall thicknesses, internal radii, and material availability before the call. 8. ERP HANDOFF: Push complete RFQ package to SAP / Epicor with attached CAD files and Slack notification to Estimating.

Proven Results

Machine Shop & Manufacturing Benchmarks

< 2 hrs
Average RFQ-to-Formal-Quote Turnaround
+44%
Increase in High-EAU Production Contracts
100%
Bilateral NDA Protection on CAD Uploads
0 mins
Manual ERP Part Specification Entry Time

Knowledge Base

Frequently Asked Questions

An AI Industrial Sales Agent is an autonomous conversational system for precision CNC machine shops, contract manufacturers, injection molders, and OEM fabricators. It qualifies technical RFQs 24/7 — capturing process types (5-axis CNC, sheet metal, injection molding), material grades, tolerance specs, and CAD files (STEP, IGES, DXF) while scheduling technical discovery calls with your application engineers.
RhinoAgents integrates natively with SAP, Epicor, NetSuite Manufacturing, JobBOSS, ProShop, ECI M1, and Salesforce Manufacturing Cloud via REST APIs and Webhooks.
Buyers can sign a bilateral NDA generated directly in chat before uploading engineering files. Uploads are stored in AES-256 encrypted private cloud repositories accessible only to authorized estimators.
Yes. The agent gathers Annual Estimated Usage (EAU), modeling volume tiered pricing for scheduled monthly or quarterly Kanban releases with safety stock holding agreements.

Turn Complex Engineering RFQs into Won Manufacturing Contracts

Deploy the AI Industrial Sales Agent Today

Connect SAP, Epicor, JobBOSS, CAD vaults, and estimating calendars in under 15 minutes. Let AI qualify technical requirements, collect CAD models under NDA, and schedule DFM reviews while your engineers focus on machining high-precision parts.

Template Cost
$0
Included in Rhino Pro