Handler runs production, BOM, raw materials, B2B orders, the retail POS for the shop next to your factory, costing and payroll — in one system. The owner finally sees a daily picture of what is working and where money is leaking. Built for manufacturers who have outgrown Excel and LINE, but are not ready for SAP or Odoo.
Most owners discover problems too late: when the invoice is wrong, the order is delayed, the warehouse is empty, or the customer is already gone.
Without a live BOM and proper costing, every quote is a gamble. The price looks fine on paper — until you ship and realize the margin is gone.
By the time the monthly P&L hits the table, the production line has already eaten the margin. You need a daily picture, not a quarterly autopsy.
Customer orders, supplier prices, recipes and stock counts spread across chats, paper notes and three different spreadsheets. Nothing matches.
The order is on the line, but a single ingredient or label is missing — and nobody noticed in time. Days are lost, customers are angry.
When the master leaves, the recipe leaves with them. New staff need weeks to relearn what should be a one-click standard.
Shifts, piece-rates, deductions, bonuses — calculated by hand, argued by everyone, costing hours every cycle and creating real conflict.
Spreadsheets store yesterday. They don't say which order to start, which supplier to call, or which product is bleeding margin right now.
Handler is the operational backbone for owner-led manufacturers — the layer where orders, materials, production, costs and people finally stop fighting each other.
Built-in POS for the shop next to your factory, plus B2B orders from LINE and WhatsApp parsed straight into the system. One stock, one customer history, one margin number — whether you sell wholesale, in-store or online.
Raw material inventory, purchase planning driven by real demand, supplier orders, deliveries, lot tracking and FIFO costing. No more material surprises.
Production orders driven by BOM, real cost per batch, daily owner dashboard, payroll and shifts. The owner finally sees the truth, every morning.
Built for owner-led small manufacturers in Southeast Asia — not bent into shape from a generic enterprise template.
Most AI tools talk. Handler lets agents act: take an order, draft an invoice, raise a purchase order, post a stock receipt — with full audit trail and human approval. Not a chatbot. A real coworker with permissions.
How agents work inside Handler →Most ERPs die in onboarding. Handler ships with import templates for BOM, stock and customers, and a setup playbook our team runs with you. First production orders flowing in 14–30 days.
On day one you see today's orders, today's production, today's missing materials, this week's margin and last month's payroll variance. No SQL. No reports project. Just the picture.
From around 25,000 THB per month — roughly the salary of an admin or junior planner — Handler covers production control, inventory, B2B orders and the owner view. Setup is a one-time investment in cleaning up your data and processes.
Handler powers OG Lab Technologies' own production back room and its retail counter every day. Every feature is born from real shifts, real BOM and real customers — across both the factory floor and the shop till. Not whiteboard product strategy.
Handler is built for the owner who already outgrew Excel and LINE — and who knows that another month of operational chaos costs more than the software ever will.
Bakeries, sauces, snacks, beverages, packaging kitchens, contract food.
Skincare, oils, supplements, wellness products, traditional remedies.
Labels, boxes, custom print, contract packaging, fulfilment.
Coconut, dried fruits, herbs, oils, extracts, tea, coffee.
Everything a small manufacturer actually needs to run the business — and nothing it doesn't.
Handler does not wait for the end of the month. Sixteen automated checks run every day on your real data — across production, raw materials, retail stock, pricing, margin and customer behavior — and surface the specific orders, items and customers that need your attention now. Not charts. Decisions.
Gross Margin Return on Inventory Investment — how many dollars of gross profit each dollar tied up in stock generates, across raw materials and finished goods.
Identifies items with zero or near-zero sales velocity, calculating the capital frozen in non-performing inventory on the shop floor and in the warehouse.
Ratio of units sold to units available — reveals how efficiently retail stock and finished goods convert to revenue.
Predicts which retail items and finished goods will run out based on current sales velocity — prevents lost sales at the counter and missed B2B orders.
How many days each raw material will last at current consumption — production stops when this hits zero, regardless of how many orders are open.
Work-in-progress sitting too long on the production floor — finds blocked, forgotten or silently de-prioritized batches before they become late shipments.
Estimates how sensitive demand is to price changes — guides smart pricing on retail SKUs and B2B contracts without killing volume.
Detects items where margin percentage is declining over time — early warning for both retail products and wholesale lines slipping unnoticed.
Flags items that only sell with discounts — reveals pricing strategy failures and revenue leakage at the till and in B2B quotes.
What the recipe says vs what the batch actually consumed — catches over-pour, waste and silent recipe drift before it eats your margin.
Recency-Frequency-Monetary scoring identifies retail and B2B customers drifting away before they are gone.
Tracks customer return rates by acquisition month — measures true loyalty across the shop counter and wholesale accounts, not just transactions.
Discovers which products are frequently bought together — powers cross-sell at the till and bundle suggestions for B2B customers.
Detects unexpected spikes or drops in revenue — catches problems and opportunities early across the shop, B2B and online channels.
Measures sales predictability per product — volatile items need different stocking, pricing and production planning strategies.
Share of B2B orders shipped on time and in full from production — the single number that protects every wholesale relationship you have.
We don't sell software. We implement an operational layer for your factory — and then keep it sharp every day.
1–2 days inside your real flow: orders, BOM, stock, payroll, owner reports. We map the chaos and price the fix.
We import your BOM, stock, customers, suppliers and staff. Production templates and dashboards configured to your reality.
Production orders, B2B sales and inventory go live in 14–30 days. Your team is trained on the parts they actually use.
Owner dashboard every morning. Anomaly alerts. Weekly reviews until the system runs without us in the room.
Once the operational layer is solid, AI agents take over the repeating work — ordering, payroll drafts, anomaly checks.
3–5x
−40%
Material stockouts on the production line
+12%
Real margin recovered through accurate costing
−80%
Hours spent on monthly payroll calculation
Daily
Owner dashboard, not a quarterly autopsy
Handler is not a license. It is an operational layer we install, run and improve with you. The one-time setup brings order to your data and processes; the monthly fee keeps the system, the support and the AI agents working.
Starts at the cost of one admin or junior planner — and replaces the chaos of three.
At 3M THB monthly revenue, Handler pays for itself if it recovers just 1% through margin control, accurate costing and stockout prevention. Most clients see 5–12% in the first 90 days.
How the math worksIn businesses still running on LINE, Excel and chat, dozens of small mistakes pile up: wrong costing, uncontrolled discounts, stockouts, over-ordering, dead stock, payroll errors, missed invoices. Owners feel the pain monthly but rarely see the line items.
Handler is built to plug those leaks: live BOM, FIFO costing, margin per order, stock discipline, payroll accuracy. At 3M THB monthly turnover, recovering just 1% (30,000 THB) covers the monthly fee. Most clients close 5–12% in the first 90 days.
Handler agents draft purchase orders, assemble payroll, take B2B orders from LINE, post stock receipts — all under your approval. Same team handles 2× the volume. The next hire becomes the hire you don't need.
Where every Handler engagement starts.
15,000–30,000 THB
Credited toward setup if you continue with Handler.
Book the diagnostic →1–2 days inside your real operations. We map orders, BOM, stock, payroll and margin, and quote the exact cost of fixing what is leaking. You keep the written report regardless of whether you continue.
Software foundation for production, inventory, staff and daily operations.
For owners who can drive Handler themselves. Software, AI agents and remote support — no scheduled human time on your team.
12,000–20,000 THB / month
Setup from 50,000 THB
Handler with guided implementation, training, regular reviews and operational support.
Most teams start here. Same software, plus a regular cadence with us — weekly remote review, monthly owner report, configuration tuning.
35,000–55,000 THB / month
Setup from 120,000 THB
A higher-touch operating layer for owners who want priority support, regular control reviews and stronger implementation responsibility.
When you want a person inside your operation, not just behind a screen. Regular onsite visits, deep process redesign, executive cadence.
80,000–130,000 THB / month
Setup from 250,000 THB
Want a person on-site every week? That is Assured — not Managed. Choosing your service level honestly is what makes the price math work for both sides.
All prices in Thai Baht. Setup is one-time and covers data import, BOM build, training, and the first 30 days of go-live support. Software, hosting, security, updates and AI agents are included in the monthly fee.
Book a paid diagnostic. We spend 1–2 days inside your operation, map exactly where money is leaking, and price the fix. The diagnostic fee credits to your setup if you go ahead.
Handler is built and operated by OG Lab Technologies — a real production company in Thailand that automated itself first.
15+ years building real production and retail operations from the inside
20/2 Moo 1, Taling Ngam, Koh Samui, Surat Thani, Thailand, 84140
Tax ID: 09910-24070-583
DPD ID: OGLAB 0845566003349