Use Cases

The work is real. The people are composites. The math checks out.

Eight scenarios we see every week — what the problem costs, and what automating it typically looks like. Personas are fictional composites; numbers are illustrative, not client claims.

01 / telephonyReal Estate

Never lose a lead to a faster broker again.

Meet Dennis · licensed broker · fictional

Dennis runs Facebook lead ads out of his own pocket — around ₱15,000 a month, 40–60 inquiries on a good week. But he’s good at his job, which means he’s rarely at his desk: tripping in Nuvali at 10 AM, a client meeting in BGC at 2 PM.

He calls leads back that evening. Half don’t answer anymore. Two say, “Ay sir, may kausap na po kaming ibang agent.” He didn’t lose those buyers on price or project — someone else just called first.

The problem

Property inquiries are shared inquiries — one form fill usually means three or four agents contacted in the same hour. Conversion odds drop dramatically within minutes, and the first responder wins a disproportionate share of deals. Brokers physically can't respond in minutes; the leads they paid for go cold.

Who feels it
Brokers and agents running their own FB or Marketplace lead ads
Brokerage owners whose follow-up depends on whoever's free
Developer in-house teams with leads spread across busy sellers
// how wiseman helps
1 · Lead fills out your form
Facebook ad, landing page, or listing inquiry.
2 · The AI calls immediately
Natural English, Tagalog, or Bisaya — it introduces itself as your team's assistant.
3 · It qualifies the lead
Budget, location, timeline, financing — bank, Pag-IBIG, or cash.
4 · You get a summary
A clean card on Viber or your CRM — you call a warm, qualified buyer.
what results look like
Every lead called within minutes — vs the 30–50% reached same-day
Personal calling time goes only to serious, pre-qualified buyers
One extra sale a quarter pays for the service many times over — a condo commission is five to six figures
02 / telephonyE-Commerce COD

Stop bleeding money on bogus orders.

Meet Aira · online seller · fictional

Aira sells skincare bundles on Shopee, TikTok Shop, and her own page — about 70% COD, because that’s what her buyers trust. Last month she shipped 800 COD orders. 190 came back: RTS. Joy orders, wrong addresses, buyers who were never real.

She did the math once and stopped, kasi masakit: her RTS losses were bigger than her ad budget. The fix every FB group repeats — call the buyer before you ship — she tried. She lasted three days. You can’t manually call 40 orders a day and still run a business.

The problem

COD is non-negotiable for PH e-commerce — remove it and conversion collapses. But zero-commitment checkout is exactly what makes joy orders possible. RTS rates of 15–30% are common, and every return means shipping paid both ways, inventory locked in transit, items back damaged, and courier penalties. Confirmation calls are a proven fix — the problem was never "does it work," it's "who has time for 800 calls a month?"

Who feels it
Shopee, Lazada & TikTok Shop sellers with meaningful COD volume
Own-website and FB page sellers shipping COD via couriers
Fulfillment centers eating RTS costs across client shops
// how wiseman helps
1 · Order comes in
Synced from your order sheet or platform export.
2 · The AI calls the buyer
English, Tagalog, or Bisaya — confirms order, items, address, ETA.
3 · Fakes get filtered
No answer after retries, "hindi ako umorder," wrong number — flagged, not shipped.
4 · Confirmed orders ship
Buyers who verbally confirm refuse far less at the door. Optional: a small discount to switch to GCash — prepaid, zero risk.
what results look like
Confirmation calls cutting RTS from 24% to 12–15% — in line with what sellers report from manual calling
70–90 parcels/month that no longer ship and bounce
₱7,000–₱9,000/month in direct shipping losses avoided — before recovered inventory and courier standing
03 / telephonyAuto Sales

The first agent to call sells the car.

Meet Marco · dealership sales agent · fictional

Marco runs his own Marketplace listings and boosted posts. Inquiries come in all day — and all night. “Boss, magkano DP?” “All-in promo pa ba?” “Available pa?” He knows the buyer messaging him is messaging three other agents, sometimes about the same unit at a different dealership.

But Marco spends his day on the floor doing test drives and releasing units. By the time he works through inquiries at 7 PM, the hot ones already scheduled a visit — somewhere else.

The problem

Car buyers shop in parallel — the inquiry is a starting gun, not a reservation. Leads decay by the hour, and agents who pay for their own lead generation lose deals not on price or product, but on response time. A missed lead is wasted ad money and a commission handed to a competitor.

Who feels it
Sales agents running their own Marketplace listings and boosts
Sales managers whose team leads sit unattended during floor hours
Multi-brand used car dealers with high volume, small teams
// how wiseman helps
1 · Inquiry comes in
From your ad, listing, or page.
2 · Called back in minutes
While the buyer is still actively shopping.
3 · It qualifies
Cash or financing, trade-in, target DP range, timeline.
4 · Visit booked, summary sent
Showroom visit lands in your calendar; you get name, unit, financing profile before you step off the floor.
what results look like
Every inquiry called back in minutes — including 9 PM and Sunday
Visits booked automatically instead of lost to “sige sir, tatawag na lang ako ulit”
One extra unit a month in commission covers the service with plenty of room
04 / telephonyReview Centers & Course Providers

Enroll them while they're still deciding.

Meet Teacher Grace · review center owner · fictional

Every enrollment season, Grace’s Facebook page floods: “Magkano po ang review fee?” “May online option po ba?” “Kailan po ang start?” Her small admin team answers as fast as they can — but during peak season, replies take a day or two.

The frustrating part: these aren’t cold leads. They have an exam date, a deadline, and money set aside. They will enroll somewhere — whichever center answered first, kasi pare-pareho naman daw.

The problem

Education inquiries are urgent and seasonal. They arrive in bursts, overwhelm small admin teams precisely when it matters most, and every slow reply is an enrollee gained by a competitor. Hiring seasonal staff for two peak months rarely makes sense — so inquiries pile up.

Who feels it
Board exam review centers — nursing, CPA, LET, engineering, criminology
Certification & short-course providers — caregiving, IT bootcamps
Tutorial centers and online academies with enrollment spikes
// how wiseman helps
1 · Inquiry comes in
From the page, ad, or website.
2 · The AI calls the inquirer
Answers the questions they always ask: schedule, fees, modes, start dates.
3 · It captures intent
Which program, target exam date, preferred schedule.
4 · Slot reserved, list ready
Your team gets a ready-to-enroll list instead of a backlog of unread messages. Off-season, you pay only for calls made.
what results look like
Same-day calls for every inquirer — even at 200 inquiries a week
Admin staff enroll committed students instead of chasing cold messages
Recovering even 5% more enrollments means tens of thousands in tuition that was already yours to lose
05 / encoderBookkeepers & Accounting Firms

Stop paying professionals to type receipts.

Meet Ms. Len · bookkeeping practice, 25 SME clients · fictional

Every month, the same ritual: clients hand over envelopes — sometimes literal shoeboxes — of ORs, invoices, and expense records. Her two staff spend the first two weeks of the month just typing: OR number, date, supplier, TIN, amount, VAT. During tax season, everyone’s encoding until 10 PM.

The painful part: Len bills for accounting expertise, but half her team’s hours go to data entry. She can’t take more clients without hiring another encoder — and margins don’t allow it.

The problem

PH bookkeeping and compliance runs on paper. Books of accounts, VAT relief schedules, expense summaries — all of it starts with someone transcribing receipts. Encoding is the bottleneck that caps how many clients a firm can serve, and every mistyped amount ripples into wrong totals, wrong filings, and rework.

Who feels it
Freelance bookkeepers and small firms serving multiple SMEs
In-house accounting staff handling their own books
Tax practitioners buried in receipts every filing season
// how encoder helps
1 · Set up a workflow once
Your exact fields — OR/invoice number, date, supplier, TIN, gross, VAT. One per document type, reused forever.
2 · Batch upload
Hundreds of images at once — even multiple receipts in a single photo, separated automatically.
3 · Extract & review
Seconds per document; a quick pass to confirm or fix — far faster than typing.
4 · Export to Excel
Summary or detailed line items, ready for books, schedules, working papers.
what results look like · ~2,000 docs/mo
Encoding drops from weeks of staff hours to a few review sessions
₱3,000–₱4,000/month at ₱1.5–2 per image — vs the salary hours consumed by typing
Staff hours shift to billable work — more clients without new hires
06 / encoderSME Owners

Your supplier invoices, encoded before merienda.

Meet Kuya Jon · food business, 3 branches · fictional

Every week: meat supplier, packaging, LPG, softdrinks, vegetables with handwritten resibos. Every invoice needs to end up in his expense tracker — without it, he honestly doesn’t know which branch is making money.

In practice? Invoices pile up in a folder (okay, a plastic bag). Every few weeks, Jon or his wife spends a Sunday encoding into Excel. Sometimes the pile wins and a month’s expenses just… never gets recorded. Then he wonders why his food cost percentage doesn’t match reality.

The problem

Owners know they should track expenses per branch, per supplier, per category — but encoding never fits into a day already full of operations. Financial visibility arrives weeks late or not at all, and decisions get made on gut feel instead of numbers.

Who feels it
F&B owners with one to a handful of branches
Retail and trading businesses with frequent supplier deliveries
Franchisees submitting expense reports to franchisors
// how encoder helps
1 · One supplier-invoice workflow
Supplier, date, invoice number, items, amount — set up once.
2 · Snap as deliveries arrive
A phone photo at the receiving area is enough; multiple resibos in one photo split automatically.
3 · Review in minutes
Not a whole Sunday.
4 · Export clean Excel
Line items included for per-ingredient cost tracking — straight into your existing tracker.
what results look like · ~300 docs/mo
The Sunday marathon becomes a 15-minute review
~₱600/month at on-demand pricing — less than one day of an encoder’s wage
Food cost, per-branch spend, and supplier price creep visible while you can still act
07 / encoderDistributors & Field Sales

Every delivery receipt, in the system same day.

Meet Sir Ramon · snacks & beverage distributor · fictional

His salesmen and drivers issue delivery receipts and sales invoices all day, in the field, on paper. Booklets of them. Every evening the paperwork comes back, and every evening his encoder types them into the sales monitoring file.

When she’s on leave, nothing gets encoded. When volume spikes, encoding runs 2–3 days behind — so collections, salesman reports, and inventory counts always look at last week’s picture. He’s considered a second encoder. That’s another salary to solve a typing problem.

The problem

Field-heavy businesses generate paper at the edge but run reports at the center. The gap between the two is manual encoding — delay, errors, and a single point of failure. The business is effectively blind between the transaction and the encoding.

Who feels it
FMCG & beverage distributors with van sales or booking-delivery ops
Wholesale suppliers issuing handwritten DRs and invoices in the field
Logistics operations digitizing PODs and trip documents
// how encoder helps
1 · Field staff photograph docs
End of each stop or end of day — no new devices, just phones.
2 · Office uploads in batches
Or pushes them straight in via API from your existing system.
3 · Encoder extracts your fields
Outlet name, DR number, date, items, quantities, amounts.
4 · Same-day exports
Excel feeds sales monitoring, collections, inventory — or the API writes directly into them.
what results look like · ~1,500 docs/mo
Sales and collection data current same day instead of 2–3 days behind
₱2,250–₱3,000/month replaces an additional encoder hire
Volume spikes mean a bigger batch upload, not overtime
08 / encoderExpense Liquidations

Close cash advances without the receipt-typing marathon.

Meet Ma'am Cecil · admin & finance, project-based company · fictional

Site engineers get cash advances, spend on materials, meals, fuel, and permits, then submit liquidation reports stapled to a wad of receipts. Every liquidation means typing each receipt into the form — multiply by fifteen field personnel liquidating twice a month.

Receipts are crumpled, thermal paper is fading, and if the total doesn’t match the advance, someone digs through the pile again. Liquidations take so long that new cash advances get delayed — and the field blames finance, when really, finance is just typing.

The problem

Any organization that moves money through cash advances pays twice: once in the expense, again in the hours transcribing receipts into liquidation reports. Slow, error-prone, and universally hated by both the person liquidating and the person checking.

Who feels it
Construction & engineering firms with per-project cash advances
Companies with traveling sales or service teams liquidating expenses
Events companies, agencies & NGOs processing per-activity budgets
// how encoder helps
1 · A liquidation workflow
Your exact fields: date, establishment, TIN, category, amount.
2 · Employee photographs receipts
Several per photo is fine; Encoder separates them.
3 · Extract & review
Finance checks a pre-filled table instead of typing. Fading thermal receipts captured while still readable.
4 · Export the report
Excel with line items, totals ready to check against the advance.
what results look like · ~30 liquidations/mo (≈900 receipts)
Per-liquidation processing drops from an hour of typing to minutes of review
Under ₱2,000/month at per-image pricing
Faster clearing means faster release of the next advance — fewer complaints in the group chat
telephony

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