Support triage
Classify order, return, refund, product, shipping, warranty, and wholesale questions so the right reply or escalation happens faster.
Retail and e-commerce automation
Retail teams need the repeat questions handled before the queue gets noisy.
Retailers and online brands deal with order status, returns, exchanges, inventory questions, product details, reviews, customer segments, and support tickets all day. Benri builds automation that resolves the routine work and surfaces the exceptions a human should own.
Where Benri usually starts
Faster answers for order status, returns, exchanges, and product questions
Cleaner returns and refund workflows before they become customer frustration
Better inventory, review, loyalty, and support follow-up
More useful customer records without forcing staff to clean every ticket manually
Operating loops
The industry changes. The handoffs still need owners.
These are the places Benri usually looks first when the page is already close to the buyer's day-to-day work.
Returns and exchanges
Collect return reasons, check rules, route exceptions, trigger labels or review queues, and keep refund status visible.
Inventory alerts
Monitor low-stock, backorder, pre-order, supplier, and high-demand signals so customers and staff get cleaner updates.
Customer follow-up
Draft review requests, loyalty notes, winback messages, product education, and segment updates from actual customer behavior.
Industry signals
The page is built around what the market is already showing.
$849.9B
in merchandise returns are projected for 2025, according to NRF and Happy Returns research.
NRF 2025 Retail Returns Landscape
19.3%
of online sales are expected to be returned in 2025, making returns automation and exception handling a major operational lever.
NRF 2025 Retail Returns Landscape
75%
of retailers say AI agents will be essential to compete within a year, based on Salesforce's 2025 retail AI trends reporting.
Salesforce Connected Shoppers
The first build
Start with the customer queue that repeats every day.
The first retail automation should reduce high-volume support while protecting the brand experience. Benri usually starts with order status, returns, exchanges, product questions, review requests, inventory alerts, or CRM cleanup.
01
Order status, shipping, and delivery support
02
Return, exchange, refund, and warranty workflows
03
Product question and sizing support drafts
04
Inventory, backorder, and supplier alert workflows
05
Review, loyalty, and winback follow-up
06
Shopify, help desk, CRM, and spreadsheet cleanup
Your stack stays useful
We connect storefronts, support queues, inventory data, and customer records.
Benri builds around the tools retailers already use for commerce, support, returns, inventory, email, SMS, reviews, and loyalty.
Commerce systems
ShopifyWooCommerceSquare
Support and returns
GorgiasZendeskLoop Returns
Marketing and data
KlaviyoAirtableGoogle Sheets
How Benri builds
We automate the routine questions and keep exceptions visible.
Retail automation should make customers feel answered, not trapped. Benri maps which questions can be resolved automatically, which should become drafted replies, and where refunds, policy exceptions, or upset customers need a human.
AI helps with support messages, product questions, return reasons, and customer summaries. Plain automation handles tags, routing, reminders, inventory alerts, and CRM updates.
Proof of build capability
The exact workflow changes by industry. The build pattern does not.
SilverDispatch and ClaimVex show Benri building around real operating constraints: routing, escalation, validation, review, and visible handoffs.
View proof hub
SilverDispatch
POCAfter-hours dispatch and service ticketing for an operator that needed every request turned into a tracked, escalating job.
Request intake and issue classification
Technician routing and SMS escalation
Dashboard for open, accepted, escalated, and resolved work
PythonFastAPITwilioSupabase
ClaimVex
LiveMedical coding validation for orthopedic workflows where accuracy, traceability, and review timing matter.
CPT combination and modifier validation
Rules-based review with AI assistance
Built around day-of-service staff workflows
ReactTypeScriptSupabaseVercel
AR Desk
POCA custom receivables workspace that turns accounting exports into a prioritized customer chase queue.
Customer-level aging and priority queue
Copy-ready follow-up emails in the operator's tone
Cleanup flags for stale balances that need review
Next.jsReactTypeScriptVercel
Slot Warehouse
POCAP, receiving, and inventory in one screen for a slot machine warehouse operator. Action queue surfaces today's work; vendor invoices match against history with named exceptions.
Inventory command center: summary tiles + clickable action queue + saved views
Vendor invoices match 2-way or 3-way; price-drift, qty-variance, items-not-on-PO surface as named exceptions
Approve simulates a QuickBooks Online bill; auto-receive bumps stock in lockstep
Next.jsReactTypeScriptVercel
Incoming · 8:47 PM
+1 (305) 555-0142
VoiceFront
Concept demoAI front-desk for after-hours calls. Transcribes, structures, SMS-confirms, and routes into calendar + Slack. Four industry scenarios with an emergency-escalation path.
Pulls caller name, intent, urgency, and callback window in real time
Auto-fires SMS confirmation, calendar block, and Slack ping after the call
Emergency keywords skip the queue and page the on-call person directly
Next.jsReactTypeScriptVercel
LeadLane
Concept demoAI router for inbound leads. Scores, routes, drafts replies, and schedules follow-ups across real estate, insurance, and staffing scenarios.
Scores every lead with reasoned positive + negative factors, not a black box
Routes by specialty, capacity, and referral history — not just round-robin
Drafts a tailored first-touch reply and schedules the follow-up cadence
Next.jsReactTypeScriptVercel
JobLine
Concept demoCustomer-visible job tracker for service businesses. Operator dashboard on one side, customer phone view on the other, across four trades.
Schedules + dispatches from a single calendar view
Progress photos and chat threaded into one customer-facing link
Status timeline auto-fills as the tech advances through milestones
Next.jsReactTypeScriptVercel
OnboardLoop
Concept demoNew-client onboarding pipeline for professional service firms. Step-by-step checklists with live status across law firm, accounting, and wealth-manager scenarios.
Per-client checklist with status, owner, and blocker reasons
Auto-fires reminders, escalates blockers, drafts engagement letters
Compliance gates (conflict checks, KYC, FATCA) surface as their own status
Next.jsReactTypeScriptVercel
Drafted replies
ReviewLoop
Concept demoUnified review inbox across Google, Yelp, Facebook, and Tripadvisor with AI-drafted responses in multiple tones. Complaints auto-escalate to the owner.
Multi-source inbox with sentiment + topic extraction
Multiple drafted responses per review with tone selector
Auto-escalates billing disputes, allegations, and 1-stars to owner
Next.jsReactTypeScriptVercel
QuotePilot
Concept demoAI-drafted quotes for service businesses. SMS or voicemail in, structured line-item quote out, drafted from your pricing rules.
Reads SMS / voicemail / form / email and structures the ask
Drafts line items from your pricing sheet with auto-applied bundle discounts
Surfaces flags for owner judgment (permit timing, unusual scope, conflicts)
Next.jsReactTypeScriptVercel
BillBox
Concept demoVendor invoice in, extracted fields and GL coding out. Flags duplicates, over-thresholds, missing W-9s. Owner approval routes 10%; 90% sync straight through.
Extracts vendor, dates, line items, totals with confidence per field
Suggests GL codes from your chart of accounts; reassignable from the full library
Flags 10% of bills that need human judgment, routes 90% straight through
Next.jsReactTypeScriptVercel
RouteSpark
Concept demoToday's stops + tech roster, optimized respecting time windows, skills, and capacity. SMS routes to the field in one click.
Schematic map with stops, techs, and animated route lines
Constraint toggles (time windows, skills, capacity, lunch) really recompute the route
Click-to-reassign overrides + SMS-the-day-to-techs handoff
Next.jsReactTypeScriptVercel
Helpful guides
Turn the industry fit into a first workflow.
Best first workflows
Use this when the industry page sounds right but you need to pick the first workflow.
Read guideOperations audit
See how Benri turns the current process into a written build scope.
Read guidePricing guide
Understand how scope, integrations, review paths, and custom tools affect cost.
Read guideKeep going
Other industries Benri builds for
Industry
AI automation for home service operators.
Missed calls, estimate delays, dispatch updates, appointment reminders, review requests, and CRM cleanup for HVAC, plumbing, electrical, roofing, and repair teams.
Read moreIndustry
Less admin. More billable work.
Client intake, document collection, proposal follow-up, scheduling, and status updates for firms that need more billable work and less inbox drag.
Read moreIndustry
Healthcare admin automation, gated on PHI — not on the industry.
Appointment reminders, no-show reduction, vendor coordination, owner reporting, and de-identified workflows. We scope around PHI, not around healthcare.
Read moreBring the retail workflow that keeps filling the queue.
Thirty minutes. We will tell you what can be automated, what needs a human path, and where the first retail or e-commerce build should start.
Book a Free Discovery CallFree. 30 minutes. No payment until we agree on scope.