For a lot of Malaysian SMEs, finance runs on a mess of WhatsApp messages, Excel files and paper receipts. Lark replaces that with one app — messaging, docs, a spreadsheet-database called Base, an Approval engine, and low-code automation through Anycross — at a fraction of the cost of stitching four separate tools together. It is mobile-first and multilingual (Bahasa Malaysia, Chinese, English), which suits frontline and multi-outlet businesses. This guide is part of our tool-by-tool finance series (see also n8n, Copilot 365, Gemini and Claude).
Why Lark fits a Malaysian SME finance team
Lark’s edge is consolidation. Instead of Excel for tracking, WhatsApp for approvals and email for reminders, you get a single shared live database (Base), structured routing (Approval) and automation/AI on top — so a finance person can build an expense or invoice workflow without a developer, and the whole team sees the same numbers on their phone. Resellers cite cost savings of up to ~70% versus four or five separate subscriptions, which is why it has spread fast among SEA SMEs. It is not an accounting ledger — it complements Xero/QuickBooks/AutoCount rather than replacing them — but for workflow, tracking, approvals and dashboards it is hard to beat on price and mobile experience.
Six agentic finance workflows in Lark
| Finance use case | How the AI agent works | The payoff |
|---|---|---|
| 1. Expense claim + receipt capture | An employee submits an expense on mobile with a receipt photo; Approval routes by amount and department with auto-escalation, a Base automation records it, Lark AI/OCR pre-fills amount, date and vendor, and on final approval the status flips to “Approved – to pay” and pings finance. | Paperless, audit-trailed claims; finance gets clean structured data instead of email attachments. |
| 2. Invoice tracking + payment reminders (AR) | A new invoice row is added to a Base Invoice Tracker; a daily scheduled automation scans for invoices near or past due and unpaid, messages the account owner, optionally emails the client via Anycross, and updates an ageing bucket. | No manual chasing, fewer overdue receivables, and a live shared AR ageing view. |
| 3. Vendor-bill approval + reminders (AP) | A vendor bill is logged in Base; an automation starts an Approval for sign-off, checks a three-way match against a linked PO table, schedules a payment-due reminder and pushes the approved payable to the accounting system via Anycross. | Controlled, on-time supplier payments with a full audit trail and no missed due dates. |
| 4. Live budget vs actual dashboard | New expense or revenue records update Base; rollup fields aggregate actuals against budget by cost centre, a dashboard visualises variance, and a scheduled automation posts the weekly summary to the leadership chat — with an alert when spend crosses a threshold. | Real-time budget visibility and proactive overspend alerts, replacing month-lagged Excel. See FP&A. |
| 5. Petty cash / reimbursement flow | Staff request reimbursement via a mobile Approval form with a receipt; rule-based routing to manager then finance; the approved amount deducts from a running petty-cash balance field, and a low-balance threshold triggers a top-up alert. | Controlled petty cash with a self-updating balance and audit trail — ideal for multi-outlet retail and F&B. |
| 6. Month-end close checklist | On a fixed day each month, a Base automation generates the close checklist as records assigned to owners (bank rec, accruals, AP/AR cutoff); a bot notifies each assignee, overdue tasks escalate, and Lark AI drafts a status update to management. | A repeatable, tracked close with accountability and a faster cycle. Pairs with reporting. |
What is real today — and the honest limits
The real pieces: the Approval app with rule-based routing, escalation and full audit trails; Base automations triggered by record changes, schedules or form submissions; Anycross connectors (plus generic API/HTTP connectors) to reach external systems; bots and webhooks for reminders; and Lark AI / Aily plus the official Lark CLI/MCP for genuinely agentic flows. The limits to respect: Lark does not have a one-click connector for every accounting SaaS — many integrations go through generic API connectors or third-party bridges and need setup. Base is a lightweight database, not a statutory ledger, so it complements rather than replaces your accounting software. Receipt OCR accuracy varies and needs review, and the deeper agentic pieces (Aily, CLI/MCP) lean developer-oriented.
The Malaysian angle: cost, mobile and HRD Corp
For a cost-conscious Malaysian SME with a mobile, multi-outlet workforce, Lark is often the most practical starting point for finance automation — low cost, Bahasa Malaysia support and everything in one app. The skills to build these flows are HRDC-claimable via SBL-KHAS (see HRDC AI training), and this pairs with AI for accountants. New to the concept? Start with what is agentic AI.
Automate your finance workflow on Lark
- Build an expense-claim + approval flow with receipt OCR
- Invoice tracking, AP reminders and a live budget dashboard in Base
- Connect to your accounting software via Anycross
All classes are HRDC-claimable for eligible employers — delivered on your own finance processes and data.
Where to start
Start with the expense-claim and approval flow — it is the fastest win, removes paper immediately and gives finance clean data. Add invoice tracking and a budget dashboard next. Because everything lives in one app your team already uses on their phones, adoption is usually the easy part.