Customer support for the installed base

AI Agent for CNC Customer Support: Spares, Service & Warranty

CNC manufacturers, dealers, and aftermarket teams answer documented questions, collect the machine details needed for action, qualify new enquiries, and route complex cases to the right person.

ISO 27001 CertifiedWeb + WhatsApp

Zero commitment. See how workflows run with your approved equipment catalog.

Service technician reviewing a modern CNC machining center

Clear scope from day one

Built for CNC Customer Conversations, Not Machine Control

Robofy streamlines customer conversations around machinery while keeping technical control firmly with your engineers.

In Scope: Guided Intake & Triage
  • Answers documented specs from approved OEM manuals
  • Captures serials, controller versions, alarm codes & photos
  • Queries equipment registries for catalog component matching
  • Packages verified context for parts & service specialists
Out of Scope: Machine Control
  • Zero G-code generation, toolpath calculations, or PLC overrides
  • Never improvises unapproved repairs or advises bypassing interlocks
  • No autonomous warranty claim approvals or financial commitments
  • No replacement for certified field engineers or factory technicians

Where support slows down

A Simple Parts Question Rarely Arrives With Everything Your Team Needs

When a spindle fails or an alarm halts production, customer messages rarely include serials, controller revisions, or photos. Every missing detail triggers manual back-and-forth while machines sit idle.

The Manual Bottleneck
24-48h Latency · 3-4 Loops
1
Vague Initial Message

“Spindle component failed. Send replacement cost ASAP.”

2
Critical Data Missing
❌ Missing Serial❌ Unknown Controller❌ No Part Photo❌ Unspecified Plant
3
Manual Search Delays

Coordinators search paper manuals and ERP tables.

4
Delayed Dispatch

Production remains halted awaiting machine context.

Robofy Guided Intake
< 2 Min Intake · Zero Guesswork
1
Customer Initiates Inquiry

“Spindle component failed on our machine. Send replacement cost ASAP.”

2
Instant Field Capture
✓ Model: VMC-850✓ Serial: SN-4921✓ Fanuc 0i-MF✓ Photo Uploaded
3
Automated Catalog & Doc Match

Matches part ENC-4820-A in catalog and verifies history.

4
Ready-for-Action Human Routing

Ticket pre-filled with verified specs and routed to Parts Desk.

100% Parameter Capture

Incomplete Requests

Vague messages lack serials and revisions. Robofy guides customers to collect essential attributes upfront.

85% FAQs Automated

Repetitive Questions

Engineers lose hours clarifying standard specs and warranties instead of solving critical faults.

1 Unified Source

Knowledge Fragmentation

Manuals sit fragmented across PDFs. Robofy unifies approved documentation into one structured reference point.

24/7 Multi-Shift Coverage

After-Hours & Shift Delays

Shops run 2nd and 3rd shifts. 2:00 AM alarms are triaged, validated, and prepped for morning dispatch.

One front door, several teams

Who the CNC Support Agent Can Serve

One front door adapts intake questions, source lookups, and routing paths based on user type, product line, and region.

Website Support AIWhatsApp Business
Robofy Triage Engine → 6 Destination Desks
OEM Support

CNC Machine OEMs

Installed-base care across machine series and controller variants.

Route:“Drive spec lookup”→OEM Engineering Desk
Partner Network

Dealers & Distributors

24/7 access to manuals, compatibility matrices, and regional contacts.

Route:“CTS pressure specs”→Territory Manager
Parts Desk

Aftermarket & Parts

Guided capture of serials, part revisions, and photos for quotation.

Route:“Photo attached”→Regional Parts Desk
Agreements

AMC & Service Providers

Contract entitlement checks, PM intake, and visit booking.

Route:“Spindle AMC check”→Contracts Manager
Dispatch

Field Service Leads

Pre-triaged alarm dossiers and logs before dispatching field technicians.

Route:“AL-1004 Overload”→On-Call Field Tech
Lead Discovery

Machinery Sales Teams

Workpiece discovery, tolerances, envelopes, and qualified capex lead files.

Route:“5-axis titanium spec”→Application Engineer

Live support simulation

See the Information Collected Before Your Team Steps In

Watch Robofy guide machine inquiries into structured engineering tickets before your team spends time on manual triage.

Robofy Industrial Support AIMachinery Knowledge Base
Target Unit: Haas VMC-850 (Plant 2)Installed Base Verified
Customer · Maintenance Supervisor
“Need replacement spindle encoder for 3-axis VMC. Machine is stopped on shop floor.”
Extracting machine parameters · Querying catalog...
Robofy AI Agent
“I can prepare this for parts. Please share model, serial, controller, nameplate photo, and plant.”
Customer · Maintenance Supervisor
“Model: VMC-850, Serial: SN-4921, Controller: Fanuc 0i-MF, Plant: Detroit #2, Urgency: Line Down.”nameplate_SN4921.jpg (1.8 MB)
Robofy AI Agent
“Specs verified in registry. Matched catalog part: ENC-4820-A (Optical Rotary Encoder). Priority ticket #CNC-9412 routed to Great Lakes Parts Desk with photo attached.”
Extracted CNC IntelligenceVerified Specs
Machine ModelVMC-850 3-Axis
Serial NumberSN-4921 Base: 2021
CNC ControllerFanuc 0i-MF Plus v24.1
Primary FailureSpindle Encoder Signal Loss Line Down
Catalog MatchENC-4820-A Catalog Matched
Escalation RouteGreat Lakes Parts Desk #CNC-9412
What this exchange accomplishes:

Zero fitment guesswork. Captures exact identifiers and routes verified context to parts specialists, cutting intake latency from 48 hours to < 2 minutes.

CNC-specific workflows

Four Conversations That Should Arrive Ready for Action

Robofy structures messy inbound messages into verified engineering packages before specialists step in.

Parts & AftermarketCatalog Matched

Spare-Parts Intake

Trigger:“Which replacement part fits this machine revision?”

Captures serial, controller, part ref, and photo before querying catalogs or routing to parts specialists.

Guardrail: Live pricing and stock require ERP connection. Uncertain part matches escalate directly to specialists.
Intake & Resolution PipelineAutomated
1. Customer Inbound
“Replacement spindle encoder for VMC”
2. Machine Data Verified
Model: VMC-850SN-4921Fanuc 0i-MF✓ Photo OK
3. Action & Routing
Catalog: ENC-4820-A→ Routed to Regional Parts Desk
Service & WarrantyField Dispatch

Breakdown & AMC Support

Trigger:“Who should review this alarm, and what should I send?”

Validates coverage, captures alarm codes and context, and packages diagnostic files for field dispatch.

Guardrail: Never improvises repair steps, approves warranty claims, or advises bypassing interlocks.
Intake & Resolution PipelineAutomated
1. Customer Inbound
“Alarm AL-1004 Z-Axis Overload”
2. Machine Data Verified
SN-9102AMC Comprehensive✓ PM Log Valid
3. Action & Routing
Pre-triaged Alarm Dossier→ Routed to Field Service Lead & Tech
Dealers & PartnersRegional Routing

Dealer & Distributor Support

Trigger:“Where can I find approved specs and regional support contacts?”

Provides 24/7 access to machine specs, manuals, and regional contacts without tying up factory engineers.

Guardrail: Commercial commitments, dealer discounts, and engineering deviations remain with your commercial desk.
Intake & Resolution PipelineAutomated
1. Partner Inbound
“Coolant specs for HMC-630”
2. Document Verified
Doc: CTS-Spec-2024Pressure: 70 BarRegion: Midwest
3. Action & Routing
Delivered: CTS-Spec-2024.pdf→ Territory Manager alerted for follow-up
Machinery SalesSales Ready

Machine Sales & Application Discovery

Trigger:“Which machine category should we evaluate for this part?”

Collects workpiece dimensions, material, tolerances, and timeline, delivering qualified dossiers to sales engineers.

Guardrail: Final machine selection, cycle simulations, and commercial proposals remain with application engineers.
Intake & Resolution PipelineAutomated
1. Buyer Inbound
“Evaluating 5-axis for titanium impellers”
2. Machine Data Verified
Material: Ti-6Al-4VPart: Ø400mmVolume: 500/moTarget: Q4
3. Action & Routing
Dossier: 5-Axis VMC / Impeller Spec→ Routed to Application Engineer

From first message to the right next step

How Robofy Handles a CNC Support Request

Four steps transform raw messages into verified action packages without moving engineering authority away from your team.

  1. 1Classification

    Understand the enquiry

    Triages intent across parts, breakdown, warranty, manuals, dealer, or sales, matching queries to approved sources.

    Intent Triaged
  2. 2Intake

    Collect machine context

    Captures model, serial, controller, part ref, alarm codes, and plant details for each inquiry.

    Parameters Verified
  3. 3Execution

    Answer or take action

    Answers from approved manuals, queries connected catalogs via API, or creates downstream tickets.

    System Connected
  4. 4Handoff

    Escalate with context

    Routes complex cases to specialists with pre-filled machine dossiers. Zero redundant customer questions.

    Human In Control

Robofy handles intake, document lookup, and triage. It never operates machinery or approves warranty claims.

A practical intake standard

The CNC Support Intake Checklist

Robofy collects only required attributes per scenario, keeping conversations fast for customers and actionable for engineers.

01
Machine Modele.g., Haas VF-2SS, DMG Mori NLX 2500
02
Machine Serial IDe.g., Stamped serial number (SN-884920)
03
Controller & Firmwaree.g., Fanuc 31i-B, Siemens 840D sl
04
Alarm Code & Messagee.g., AL-1004 Axis Z Overload, EX1028 Drop
05
Component Referencee.g., Spindle cartridge, ball screw, encoder
06
Photo Attachmente.g., Nameplate photo or alarm screen
07
Plant Location & Baye.g., Facility 3, Bay B, Cleveland
08
Severity & Urgencye.g., Machine Down vs Scheduled Spares
09
Contract & Warrantye.g., Comprehensive AMC, OEM Warranty
10
Authorized Contacte.g., Lead mobile, WhatsApp, or email

Approved knowledge in, useful work out

Connect the Conversation to the Information and Channels You Approve

Ground your agent exclusively in approved OEM catalogs, service manuals, and warranty policies. Responses never stray outside verified content.

Knowledge sources

  • Spare-parts catalogs
  • User manuals and service docs
  • Warranty and AMC policies
  • Web pages, FAQs, brochures
Robofy CNC support agentUnderstand · collect · answer · route

What about ERP, CRM, and ticketing systems?

Robofy integrates with ERPs, CRMs, and ticketing systems via webhooks and REST APIs. Actions respect your business rules, enabling live inventory checks, ticket creation, or lead dispatch without unrestricted database access.

Guided implementation

Built With Your Team, Tested Against Your CNC Scenarios

Tailored to your machine catalog and approved documentation, not a generic template.

  1. 01

    Discovery & source review

    Catalog supported machines, recurring tickets, approved documentation, and data boundaries.

  2. 02

    Knowledge & rules setup

    Ingest approved manuals, configure required intake fields, thresholds, and routing destinations.

  3. 03

    Real CNC validation

    Stress-test against real breakdown, parts, and warranty scenarios to verify answer precision.

  4. 04

    Deployment & monitoring

    Launch across Web and WhatsApp. Review edge cases and continuously expand documentation coverage.

Control is part of the design

Security, Source Boundaries, and Human Authority

Industrial support demands strict data privacy and absolute human authority.

ISO/IEC 27001:2022 Certified

Customer records and machine data are protected under an audited ISMS with encryption in transit and at rest.

Review ISO 27001 Certification

Strict Source Boundaries

Answers strictly from approved OEM catalogs and manuals. Never hallucinates fitment or improvises repair advice.

Review GDPR & Privacy Standards

Human Authority & Escalation

Safety-critical decisions, warranty approvals, and engineering deviations remain with human specialists. High-risk requests escalate immediately.

Explore Human Handoff Architecture
Questions from CNC teams

What to Confirm Before You Deploy

These answers describe the intended scope of a Robofy CNC support workflow. The final implementation depends on your approved knowledge, systems, and escalation process.

Does Robofy control or program CNC machines?

No. Robofy is designed for customer and dealer conversations around CNC products and service. It is not a CNC controller, CAM system, G-code generator, machine-monitoring system, or predictive-maintenance tool. It can answer from approved documentation, collect the information needed for a request, and route the conversation. Machine operation, programming, diagnosis, and safety decisions remain with qualified people and the systems designed for those tasks.

Can the agent identify spare parts for a particular machine?

It can ask for the model, serial number, controller, assembly, current part reference, photograph, and other identifiers your parts team uses. It can then answer from an approved catalog or use a configured lookup. A definitive compatibility or fitment result should be returned only when the approved source supports it. Ambiguous matches can be packaged into a structured request for a parts specialist instead of being guessed.

Can it check live stock, pricing, warranty, or AMC status?

Yes, when an appropriate customer system is connected and the workflow has permission to retrieve that information. The exact capability depends on available APIs, data quality, authentication, and business rules. Without a live connection, the agent can explain approved policies and collect the details needed for review, but it should not invent inventory, prices, coverage, delivery dates, or contract eligibility.

What happens when the agent is unsure?

The intended behavior is to ask a clarifying question or use human handoff. The escalation can include a concise summary, conversation history, machine identifiers, attachments, location, urgency, and contact details collected during the exchange. Confidence boundaries and escalation triggers are agreed during implementation. A technically sensitive request should reach a qualified person rather than receive a confident answer unsupported by the approved information.

Can it work on both our website and WhatsApp?

Robofy supports website and WhatsApp customer conversations. The two channels can use the same approved knowledge and routing rules while adapting the experience to the channel. The exact WhatsApp setup depends on the business account, templates, consent requirements, and workflow. Visit the WhatsApp AI agents page for the broader channel capabilities and onboarding context.

What information can be used to configure the agent?

Appropriate sources can include public website pages, FAQs, machine and accessory catalogs, spare-parts catalogs, manuals, service documentation, warranty or AMC policies, dealer guidance, sales brochures, and other approved material. Connected systems may provide permitted live context. Your team determines which sources are authoritative, which content is public or restricted, and which topics must always be escalated.

How long does implementation take?

The timeline depends on the number and condition of the source documents, the product families in scope, required channels, routing complexity, system integrations, security review, and the number of scenarios that need validation. A focused workflow based on prepared documentation is different from a multi-region deployment with live ERP or warranty lookups. The 20-minute demonstration is the right place to define a realistic first scope and implementation path.

Bring one real support question

See Robofy Handle a CNC Support Request

Experience a live walkthrough with a representative CNC scenario from your catalog. Zero commitment.