Why it matters
Without AI, miscommunication and delays occur, pricing drift without provenance checks, undisclosed shipment risks, and duplicated follow-ups, increasing cost and risk in selling antiques.
From design to safety
Design
AI-supported enquiry workflow design
Define data flows for inquiries, shipping data interfaces, and provenance checks; specify decision points and required human approvals in the routing model; plan CRM integration and audit trails across departments, including multilingual support and batch testing.
- Enquiries inbox routing system
- Provenance and authentication records
Build
Integrate data sources and rules
Ingest inquiry fields, shipping constraints, insurer requirements, condition data, care notes, and packing histories; configure decision rules for quotes, disclosures, and follow-ups; prepare audit logs and versioned templates, with standardized JSON schemas and validation steps.
- Condition report template
- Shipping crate dimensions chart
Operation
Automated enquiry responses and quotes
AI generates initial responses, quotes, and timelines; monitors escalations and prompts human review when accuracy or provenance flags arise; maintains customer-facing timelines, documents, and shipping labels, plus escalation SLAs and regional language presets.
- Enquiries inbox routing system
- Insurance valuation file
- Follow-up email templates
Maintenance
Ongoing data quality and updates
Regularly refresh condition data, shipping rates, provenance records, and policy terms; audit AI decisions against human approvals and adjust thresholds; monitor regulatory disclosures and document revisions, and archive obsolete templates.
- Condition report template
- Provenance and authentication records
Safety
Compliance and disclosure controls
Ensure all communications comply with vetting standards, CITES/ ivory rules, and ethical sourcing disclosures; sign-off by qualified personnel for final quotes and shipping declarations; preserve chain-of-custody records, data retention schedules, and privacy safeguards.
- Insurance valuation file
- Follow-up email templates
Part by part
- 1
Enquiries inbox routing system
- Watch for
- Misrouted inquiries, incomplete buyer details, or missing shipping constraints.
- AI action
- Route inquiries to appropriate handler and trigger initial quote draft.
- 2
Condition report template
- Watch for
- Unrecorded damages, missing measurements, inconsistent lot identifiers.
- AI action
- Flag incomplete fields and request missing photos before quote.
- 3
Shipping crate dimensions chart
- Watch for
- Inaccurate crate size, weight, or material specs.
- AI action
- Suggest compliant crate design and generate shipping estimate.
- 4
Insurance valuation file
- Watch for
- Outdated valuations, missing policy numbers, or insurer limits.
- AI action
- Attach current valuation and verify coverage in quote.
- 5
Follow-up email templates
- Watch for
- Lack of contact cadence, stale offers, or unresponded inquiries.
- AI action
- Schedule and send timely follow-up messages linked to quote status.
- 6
Provenance and authentication records
- Watch for
- Unverified provenance, missing hallmarks, or tampered documents.
- AI action
- Prompt verification and attach supporting records to quote.
Worked example
Pricing and Shipping Quote for British Silver Tankard
Illustrative scenario with sample data.
A potential buyer requests price, shipping method, and provenance details for a silver tankard.
Signal in
inquiry_id: 4821; item_id: SIL-001; provenance_requested: yes; shipping_country: US; insurance_needed: yes; condition_yes: yes; photos: attached; destination_port: New York; crate_type: custom
System out
quote_id: Q-2026-11-08-01; shipping_method: insured air freight; estimated_value: 3200 USD; insurance: included; lead_time: 5–7 days; provenance_summary: examined and confirmed; condition_notes: minor field dings; follow_up_date: 2026-11-12; crate_spec: double-wall cedar, moisture barrier
Human sign-off: Dealers' lead handler reviews the AI-generated quote; conservator confirms provenance notes and approves final offer.
How to roll it out
Phase 1
Weeks 1 to 4: Baseline
Establish data feeds for inquiries, crate specs, provenance; set initial decision thresholds and human sign-off points.
Phase 2
Weeks 5 to 8: Integration
Connect CRM, shipping software, vetting records; run pilot inquiries and measure routing accuracy.
Phase 3
Weeks 9 to 12: Validation
Audit AI decisions against human outcomes; refine templates and escalation rules for accuracy.
Where people stay in charge
- All pricing and disclosures must be reviewed and signed off by the licensed dealer before transmission to the client.
- Provenance and authentication flags require accredited conservator or valuer approval prior to quote finalization.
- Shipping claims and insurance options must align with current policy terms and applicable law, reviewed by the compliance officer.
Questions owners and crews ask
How can AI help with initial customer inquiries and shipping quotes?
AI reads inquiry details, composes a first reply, cites shipping options, costs, and provenance notes, and flags items needing human review before sending the final quote.
What data does AI use to generate quotes?
AI uses item identifiers, condition reports, crate specifications, destination country, insurance requirements, and provenance records to assemble accurate estimates.
Which steps require human oversight?
All statements of provenance, high-value estimates, unusual shipping risks, and any decision deviating from policy require human approval.
How is compliance maintained in responses?
The system enforces vetting standards, legal disclosures, and ethical sourcing rules; a qualified person signs off final communications and quotes.
Sources and further reading
- CITESTrade rules and permits for ivory and protected species materials in antiques.
- CINOA: Code of EthicsDealer ethics guidance on provenance, due diligence, and disclosure of antique sourcing.
- BADA: The BADA StandardDealer code of practice covering description accuracy, vetting, and buyer protection standards.
- Assay Office London: HallmarkingHallmark types, assay marks, and date letters explained for verifying silver authenticity.
- Icon: Caring for Silver and PlateSilver and plate care guidance covering tarnish, cleaning risks, and safe storage practice.
- LAPADA: Association of Art and Antique DealersDealer association code of practice, vetting procedures, and fair participation guidance for members.
- BADA: ValuationsAccredited dealer valuation process for insurance and sale valuations of antiques.
- Icon: Caring for FurnitureChoosing a furniture conservator, with guidance on qualifications and conservation standards.
- V&A: ConservationMuseum conservation approaches for furniture and ceramics, including condition documentation and monitoring practice.