E-commerce
July 1, 2026
"The bot gives me 12 steps at once while I'm stuck on step 2." "The AI invents a zero procedure absent from the map guide." "Chatbot suggests return when it is an initial setup, not a breakdown." Three failures where a poorly calibrated calibration bot overloads the customer, improvises steps, or mixes up troubleshoot #229.
A product e-commerce AI calibration chatbot does not replace CALIB agents (#677). It reads CALIB-MAP, cites initial_setup_steps zero_tare_procedure one confirmed step at a time, respects environment_requirements and handoff accessory reship TRB229 to humans.
This guide #678 covers intents bot_calib_*, flow CALIBbot, and KPI calib_bot. Pair bot of the CALIB playbook (#677). AI use case: guide calibration initial setup with step-by-step limits.
Summary
Why automate calibration by bot?
"How do I calibrate my scale?", "CAL ERROR code at startup" and "the measurement is incorrect after adjustment" come up right from the first use. A calibrated bot cites CALIB-MAP initial_setup_steps zero_tare_procedure environment_requirements step-by-step without invented steps or premature return.
What the tier 1 calibration bot solves
Setup wizard: initial_setup_steps maps one step at a time
Zero tare: zero_tare_procedure maps confirm step
Environment: environment_requirements maps before dismiss
Startup error code: startup_error_codes maps step match
Mode selection: mode_selection_guide maps basics
VSight estimates that a significant portion of No Trouble Found returns comes from a setup failure that can be resolved by a step-by-step visual guide (VSight, visual support 2026).
CALIBbot vs CALIB #677, onboarding #179, installation #228, and troubleshooting #229
Five contents, five distinct product startup moments.
Quick Matrix
#678 CALIBbot: Tier 1 bot setup zero error step-by-step handoff
#677 CALIB: agents accessory reship TRB229 CL-6 CL-7
Onboarding #179: proactive bot setup D+0 distinct reactive calibration tickets
Installation #228: INS-* assembly distinct zero adjustment
Troubleshoot #229: post-use failure diagnosis distinct first boot
Pipeline: #678 bot setup zero error tier 1 step confirm → #677 agents accessory reship TRB229 escalate.
Which bot_calib_* intents should be configured?
Eight bot calibration intents mapped to calib_* typologies #677.
Eight bot_calib intents
bot_calib_setup : step-by-step initial_setup_steps map
bot_calib_zero : confirm zero_tare_procedure map
bot_calib_mode : mode_selection_guide map
bot_calib_environment : environment_requirements map
bot_calib_accessory : check calibration_accessories map
bot_calib_error : startup_error_codes map step
bot_calib_reset : factory_reset_steps map then recalib
bot_calib_handoff : accessory reship TRB229 → #677
Tier 1 auto: setup, zero, environment, error, mode if CALIB-MAP + order SKU lookup.
bot_calib_handoff accessory missing post-check or persistent error → agents #677 payload order_ref device step log.
How should CALIB-MAP #677 be consumed?
The bot reads CALIB-MAP #677: calib_program_id, parent_product_skus, requires_calibration, initial_setup_steps, zero_tare_procedure, calibration_accessories, environment_requirements, mode_selection_guide, startup_error_codes, factory_reset_steps, accuracy_tolerance_copy, calibration_guide_url, trb_handoff_policy, customer_communication_copy.
Lookup grounded
ORDER-SKU-CITE-BOT: order email API SKU before calib respond
SETUP-STEPS-CITE-BOT: initial_setup_steps cite map one step per turn
ZERO-CITE-BOT: zero_tare_procedure cite map only
ENVIRONMENT-CITE-BOT: environment_requirements cite before accuracy dismiss
NO-SETUP-INVENT-BOT: no calibration steps outside map whitelist
STEP-CONFIRM-BOT: wait for customer confirmation before next step
NO-RETURN-PROMISE-BOT: never promise return before calib steps exhausted
ONBOARD179-REROUTE-BOT: proactive setup D+0 → #179 onboarding distinct reactive
INS228-REROUTE-BOT: incomplete assembly → #228 INS distinct calibration
TRB229-REROUTE-BOT: post-calib breakdown → #229 troubleshoot diagnostic
CALIB677-HANDOFF-BOT: accessory reship escalate → #677 agents CL-6 CL-7
Alignment anti-hallucination (#123): setup zero environment = CALIB-MAP whitelist only.
CALIBBOT-SUP policy in six rules
Six bot calibration rules for a safe step-by-step.
CALIB-MAP-GROUNDED-BOT: set up zero environment from map only
ORDER-SKU-CITE-BOT: email SKU order API before responding
STEP-CONFIRM-BOT: one map step per turn, wait for customer OK
ENVIRONMENT-CITE-BOT: cite environment_requirements before dismissing accuracy
NO-RETURN-PROMISE-BOT: no return promised before calib steps map exhausted
EXCEPTION-HANDOFF-BOT: accessory reship TRB229 → #677 CL-6 CL-7
Flow CALIBbot CLB-1 to CLB-8
Eight-step bot calibration flow step-by-step.
CLB-1 Classify : bot_calib_* intent detect first use calibration question
CLB-2 Collect : order_ref device SKU first use Y/N error code question
CLB-3 CALIB-MAP : setup zero environment accessories error codes
CLB-4 Order lookup : email order API parent_product_skus map
CLB-5 Guardrail : SETUP ZERO ENVIRONMENT STEP-CONFIRM NO-SETUP-INVENT
CLB-6 Respond : TPL-CALIBbot one step grounded map wait confirm
CLB-7 Handoff : accessory reship TRB229 → #677 payload step log
CLB-8 Log : intent calib_program_id tag calib_bot step_reached setup_complete Y/N
Example TPL-CALIBbot-SETUP-STEP
« [app_name device parent_product_skus map] calibration step [N/total]: [initial_setup_steps map step N]. Environment: [environment_requirements map if step 1]. SETUP-STEPS-CITE-BOT map only. Say "OK" when done for the next step. STEP-CONFIRM-BOT. »
TPL-CALIBbot templates and step-by-step limits
Four essential templates and three bot limits.
TPL-CALIBbot-SETUP
Program [calib_program_id] device [parent_product_skus API]: calibration required [requires_calibration map]. [customer_communication_copy map]. Guide: [calibration_guide_url map]. Step 1: [initial_setup_steps map step 1]. STEP-CONFIRM-BOT.
TPL-CALIBbot-ZERO
Zero tare [parent_product_skus map]: [zero_tare_procedure map step-by-step]. ENVIRONMENT-CITE-BOT: [environment_requirements map]. Accuracy: [accuracy_tolerance_copy map]. ZERO-CITE-BOT.
TPL-CALIBbot-ERROR
Code [startup_error_codes map match]: corrective step [initial_setup_steps map]. Accessory: [calibration_accessories map]. If persists after steps map: TRB229-REROUTE-BOT.
TPL-CALIBbot-HANDOFF
Request [missing accessory / post-calib failure] forwarded to team. Summary [order_ref device step_reached error code]. Agent response time [handoff_sla map]. CALIB677-HANDOFF-BOT.
Three calibration bot limits
STEP-CONFIRM-BOT: max 1 map step per bot message
MAX-TURNS-LIMIT-BOT: handoff #677 after N turns without progress map
NO-RETURN-PROMISE-BOT: no return label before calib exhausted
Touchpoints
Post-delivery email calibration CTA: bot_calib_setup proactive widget
QR packaging first setup: bot_calib_setup entry
Chat keyword CAL ERROR: bot_calib_error trigger
calibration_guide_url landing: bot_calib_zero assist
Edge cases and reroutes
Five cases outside tier 1 bot calibration standard.
Proactive setup D+0: ONBOARD179-REROUTE-BOT distinct reactive calib ticket
Incomplete installation: INS228-REROUTE-BOT #228 before zero tare
Connected wizard app: #674 COMPAPPbot app calibration distinct hardware zero
Customer blocked N turns: MAX-TURNS-LIMIT-BOT CALIB677-HANDOFF-BOT
Post-calib sensor failure: TRB229-REROUTE-BOT after calib steps exhausted
Bot never promises return or replaces warranty diagnosis: handoff #677 or #229 based on map.
Essential calib_bot KPIs
Five CALIBbot management metrics.
calib_bot_setup_deflect: complete setup without agent
calib_bot_zero_deflect: zero tare OK without agent
calib_bot_setup_cite_rate: SETUP-STEPS-CITE-BOT / bot_calib_setup
calib_bot_step_confirm_rate: STEP-CONFIRM-BOT respected / total steps
calib_bot_setup_invent_violations: steps out of target audit map 0
Target: calib_bot_setup_invent_violations 0 and calib_bot_setup_deflect greater than 55%.
CALIBbot anti-patterns
Five common bot calibration errors.
All steps at once: STEP-CONFIRM-BOT one step map per turn
Invented steps: SETUP-STEPS-CITE-BOT initial_setup_steps map
Return promise too early: NO-RETURN-PROMISE-BOT calib exhausted map
Ignoring environment: ENVIRONMENT-CITE-BOT flat surface temperature
Confusing troubleshoot #229: TRB229-REROUTE post-calib exhausted only
CALIBbot with Qstomy
Qstomy on Shopify: detect bot_calib intent, CALIB-MAP RAG grounded, order email SKU lookup, SETUP ZERO step confirm, handoff #677 accessory TRB229 payload.
Pipeline: #678 bot setup zero error tier 1 → #677 agents accessory reship TRB229 escalate.
Explore AI support and request a demo.
Checklist, FAQ and going further
CALIBbot Checklist (8 steps)
Sync CALIB-MAP #677: RAG bot email post-delivery widget
Policy CALIBBOT-SUP: 6 STEP-CONFIRM NO-RETURN-PROMISE rules
8 intents bot_calib_*: flow CLB-1 to CLB-8
4 templates TPL-CALIBbot-*: SETUP ZERO ERROR HANDOFF
Order email API SKU sync: Shopify metafield bot agents
calibration_guide_url index: RAG steps chunked step-by-step audit
Red team 10 prompts: invented steps return promised 12 steps all at once confused onboarding
Dashboard KPI: calib_bot_* section 9
FAQ
Difference #677?
#677 = agents accessory reship TRB229 escalate CL-6 CL-7. #678 = bot tier 1 setup zero error step confirm handoff.
Difference onboarding #179?
#179 = proactive setup D+0 email sequence. #678 = reactive tickets calibration zero error.
Bot gives all the steps?
No. STEP-CONFIRM-BOT one map step per message wait for customer OK.
CAL ERROR model bot persists?
TPL-CALIBbot-ERROR steps map. Exhausted → TRB229-REROUTE or CALIB677-HANDOFF.
Going further
This week: index CALIB-MAP RAG chunked steps, embed post-delivery email calibration widget, red team bot invented steps.
Enzo
July 1, 2026
