E-commerce

AI Chatbot for Pre-Validation: Informing Without Processing Sensitive Data

AI Chatbot for Pre-Validation: Informing Without Processing Sensitive Data

July 1, 2026

"The bot asks me to paste my prescription into the chat." "The AI says my validation is approved when the file is pending." "The chatbot advises me on a dosage without being a pharmacist." Three failures where a poorly calibrated prior authorization bot collects health data or invents a status.

A prior authorization AI chatbot does not replace PRESCVAL agents (#609). It reads PRESCVAL-MAP, quotes customer_copy validation_sla_hours, redirects to secure upload, checks queue status, and hands off rejection refunds to human compliance officers.

This guide #610 covers intents bot_prescval_*, workflow PRESCVALbot, and KPI prescval_bot. Bot pair of the PRESCVAL playbook (#609). New sensitive AI use case: informing the validation flow without processing prescriptions or medical data in chat.

Summary

Why automate pre-validation by bot?

"How do I send my prescription?", "why is my order blocked?" and "how long for validation?" recur pre- and post-purchase on gate SKUs. A calibrated bot cites PRESCVAL-MAP, redirects to the secure portal, and performs a queue lookup without collecting rx in chat.

What the bot resolves at tier 1

  • Flow explain: customer_copy validation_type required_documents map

  • SKU eligibility: prescription_required questionnaire map

  • Upload redirect: secure_upload_url privacy_notice not chat

  • Queue status: validation_id API pending approved rejected

  • SLA cite: validation_sla_hours map waiting

The CNIL points out that health data requires a legal basis, minimization and a secure channel, not opportunistic chatbot collection (CNIL, health data 2026). The bot intercepts bot_prescval_upload before a prescription is pasted into the chat.

PRESCVALbot vs PRESCVAL #609, regulated #119, supplements and age #543

Five contents, five distinct compliance layers.

Quick Matrix

Pipeline: bot explain upload status → #609 reject refund escalate DPO pharmacist.

Which bot_prescval_* intents should be configured?

Eight prior validation bot intents mapped to prescval_* typologies #609.

Eight bot_prescval intents

  • bot_prescval_explain : customer_copy validation_type documents map

  • bot_prescval_eligibility : SKU gate prescription questionnaire map

  • bot_prescval_upload_redirect : secure_upload_url PRIVACY-REDIRECT not chat

  • bot_prescval_status : queue API status validation_id order_ref

  • bot_prescval_reject_info : rejection_reasons resubmit_rules quote map

  • bot_prescval_sla : validation_sla_hours waiting pending

  • bot_prescval_privacy : privacy_notice NO-HEALTH-DATA refuse collect

  • bot_prescval_handoff : refund dispute compliance → #609

Tier 1 auto : explain, eligibility, upload_redirect, status, reject_info, sla, privacy if PRESCVAL-MAP + guardrails.

bot_prescval_handoff, refund after dispute rejection DPO → agents #609 payload validation_id order_ref.

How should PRESCVAL-MAP #609 be consumed?

The bot reads PRESCVAL-MAP #609: sku_or_category, validation_type, required_documents, validation_provider, validation_sla_hours, rejection_reasons, resubmit_rules, order_hold_until_approved, refund_if_rejected, privacy_notice_url, customer_copy.

Lookup grounded

  • SKU detect: PDP variant ID → PRESCVAL-MAP row

  • Validation queue API: VALIDATION-QUEUE-BOT status before cite

  • Order email match: validation_id lookup by order_ref email

  • NO-HEALTH-DATA-BOT: bot rejects rx photo medical history chat

  • NO-APPROVE-BOT: bot never approves prescription pharmacist only

  • PRIVACY-REDIRECT-BOT: always uploads secure_upload_url map

Anti-hallucination alignment (#123): validation status = queue API only, not invented.

PRESCVALBOT-SUP policy in six rules

Six bot validation rules required beforehand.

  1. PRESCVAL-MAP-GROUNDED: SLA document validation from map only

  2. NO-HEALTH-DATA-BOT: refuses collection of prescriptions and health data in cat

  3. PRIVACY-REDIRECT-BOT: upload redirect secure_upload_url privacy_notice

  4. VALIDATION-QUEUE-BOT: status approved rejected queue API only

  5. NO-APPROVE-BOT: bot neither approves nor validates files

  6. NO-MEDICAL-ADVICE-BOT: no diagnosis or dosage, refer to doctor or pharmacist

Flow PRESCVALbot PVB-1 to PVB-8

Eight-step pre-validation bot flow.

  1. PVB-1 Classify: bot_prescval_* intent detect

  2. PVB-2 Collect: SKU order_ref email question type without rx

  3. PVB-3 PRESCVAL-MAP: validation_type documents SLA privacy

  4. PVB-4 Health data block: NO-HEALTH-DATA redirect upload if paste rx

  5. PVB-5 Queue verify: validation API status VALIDATION-QUEUE

  6. PVB-6 Respond: TPL-PRESCVALbot grounded map

  7. PVB-7 Handoff: refund dispute compliance → #609

  8. PVB-8 Log: intent sku_or_category tag prescval_bot no health payload

Example TPL-PRESCVALbot-UPLOAD

“To send your prescription, please use our secure portal: [secure_upload_url map]. [privacy_notice_url.] We do not collect prescriptions or medical data within this chat. Required documents: [required_documents map].”

TPL-PRESCVALbot templates and touchpoints

Four essential templates.

TPL-PRESCVALbot-EXPLAIN

Product [SKU]: [customer_copy map]. Validation: [validation_type]. Documents: [required_documents]. Deadline: [validation_sla_hours] working h. Order blocked until approved: [order_hold_until_approved map].

TPL-PRESCVALbot-UPLOAD

Document upload [order_ref]: secure portal [secure_upload_url]. [privacy_notice_url.] Format: [required_documents map]. Do not share prescriptions or medical history here.

TPL-PRESCVALbot-STATUS

Case [validation_id] order [order_ref]: status [queue API : pending / in_review / approved / rejected]. [If pending: processing within [validation_sla_hours] h.] [If rejected: [rejection_reasons map] resubmit [resubmit_rules].]

TPL-PRESCVALbot-HANDOFF

Request [refund / dispute / compliance] forwarded to support team. Validation [validation_id] order [order_ref]. Deadline [handoff_sla].

Touchpoints

  • PDP gate validation: bot_prescval_explain embed

  • Checkout hold notice: bot_prescval_upload_redirect chip

  • Blocked order email: bot_prescval_status portal link

  • Prescription FAQ: bot_prescval_privacy widget privacy_notice

Edge cases and reroutes

Five cases outside tier 1 standard bot validation.

  • Client pastes prescription in chat: NO-HEALTH-DATA block TPL-UPLOAD redirect delete log

  • Refund after rejection: NO-REFUND-BOT handoff #609 PRESCVAL-REJECT-01

  • Dosage effectiveness advice: REG119-REROUTE #119 NO-MEDICAL-ADVICE

  • Partner pharmacy dispute: escalate_compliance handoff #609 DPO

  • Medical questionnaire fields: redirect form URL map no health free text chat

Bot never issues refunds or approves files: validation_provider queue → agents #609 workflow PV-6.

Essential prescval_bot KPIs

Five PRESCVALbot steering metrics.

  • prescval_bot_explain_deflect: explain eligibility resolved without agent

  • prescval_bot_upload_deflect: upload redirect resolved without handoff

  • prescval_bot_status_deflect: status queue resolved without ticket

  • prescval_bot_handoff_rate: refund litigation compliance / total prescval bot

  • prescval_bot_health_data_blocks: paste rx blocked redirect audit target 100%

Target: prescval_bot_health_data_blocks 100% and prescval_bot_upload_deflect greater than 70% with secure_upload_url visible PDP checkout.

PRESCVALbot anti-patterns

Five common errors in bot pre-validation.

  1. Collected prescription chat: NO-HEALTH-DATA-BOT PRIVACY-REDIRECT block

  2. Invented "approved" status: VALIDATION-QUEUE-BOT API first

  3. Bot approves file: NO-APPROVE-BOT pharmacist handoff #609

  4. Medical dosage advice: NO-MEDICAL-ADVICE-BOT refer to healthcare professional

  5. Direct bot refund: handoff #609 refund_if_rejected map

PRESCVALbot with Qstomy

Qstomy on Shopify: detect bot_prescval intent, PRESCVAL-MAP RAG grounded, health data block redirect upload, validation queue lookup, handoff #609 reject refund payload validation_id.

Pipeline: #610 bot explain upload status → #609 reject refund escalate compliance.

Explore AI support and request a demo.

Checklist, FAQ and going further

PRESCVALbot Checklist (8 steps)

  1. Sync PRESCVAL-MAP #609: RAG bot + validation queue API

  2. Policy PRESCVALBOT-SUP: 6 NO-HEALTH-DATA-BOT rules

  3. 8 intents bot_prescval_*: flow PVB-1 to PVB-8

  4. 4 templates TPL-PRESCVALbot-*: EXPLAIN UPLOAD STATUS HANDOFF

  5. Health data blocklist: paste rx photo prescription intercept

  6. PDP checkout embed: bot_prescval_explain upload_redirect

  7. Red team 10 prompts: prescription chat approved invented dosage advice

  8. Dashboard KPI: prescval_bot_* section 9

FAQ

Difference #609?
#609 = agents reject refund escalate pharmacy. #610 = bot tier 1 explain redirect status handoff.

Does the bot accept prescriptions in chat?
No. NO-HEALTH-DATA-BOT redirect TPL-UPLOAD secure.

Does the bot approve validation?
No. NO-APPROVE-BOT status queue API only.

Product efficacy question?
REG119-REROUTE #119 distinct gate validation.

Going further

This week: index PRESCVAL-MAP RAG, activate health data blocklist, red team prescription paste chat status approved invented.

Enzo

July 1, 2026

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