Use case
Vehicle, equipment, and real-estate leases still live in contracts, calendars, and reconciliations nobody fully trusts. Arcloops automates extraction, schedules, payment matching, and compliance exports so lease ops stop being a month-end fire drill.
Every additional lease multiplies calendar risk. Payment due dates, grace periods, escalations, rent reviews, early terminations, and renewal windows rarely sit in one system of record. Finance owns IFRS 16 maths; operations owns vendor relationships; legal owns amendments — and the shared truth is often a workbook that diverges from the signed PDF within a quarter.
Manual lease ops create predictable pain. Schedules are rebuilt when someone leaves. Partial payments are tracked in notes. Missed invoices surface only when a lessor escalates. Renewals arrive as surprises because the 60-day reminder lived in one person’s Outlook. Auditors ask for right-of-use and liability roll-forwards; teams spend nights reconciling contract extracts to the general ledger.
Portfolio complexity makes spreadsheets brittle: multi-currency schedules, step rents, residual values, subleases, and mid-term modifications. IFRS 16 does not forgive “we will clean it up at year end.” Controllers need continuous calculation discipline, not heroic close-week patches.
Lease ops or treasury typically owns day-to-day schedules; controllers own accounting policy choices; legal owns amendment authority; AP owns payment execution. Anti-patterns include treating extraction as “set and forget,” ignoring mid-term modifications until year-end, and running IFRS maths in a disconnected workbook while operations uses another calendar.
Automation here is not a chatbot over PDFs. It is lifecycle control: extract contract terms once, generate schedules, reconcile cash, escalate exceptions, and produce auditor-ready outputs without re-keying the portfolio every reporting cycle.
AI document parsing pulls key fields from lease PDFs — parties, term, payment rhythm, escalation clauses, and options — into a governed lease record. Humans validate exceptions; the portfolio stops living as unread attachments. Amendments re-enter the same record rather than spawning orphan rows.
Schedules respect monthly, quarterly, annual, and custom structures, including weekends, holidays, and grace logic. Modifications and rent reviews update obligations without rebuilding the workbook from scratch. What good looks like: ops and finance see the same due dates and amounts before cash moves.
Received payments match against due obligations. Partial payments carry forward; late or failed payments trigger configurable notifications and retries so collections and AP are not chasing ghosts. Exception ownership is named — lessor invoice mismatch vs internal coding error.
Right-of-use and liability calculations, renewal reminders, and export packs support controllers and auditors. Operations gets forward visibility; finance gets a close process that does not depend on tribal knowledge. Failure modes to watch: stale discount rates, missed early-termination clauses, and renewals that auto-roll without Approvals when policy requires sign-off.
Delivery runs through the AI Lease Payment Processing product at /products/ai-lease-payment-processing — covering lifecycle management, payment reconciliation, and compliance reporting including IFRS 16. For organisations connecting lease payables into broader finance automation, we align with /solutions/ai-in-finance so invoice and close processes share the same operational standards.
Programmes usually start with a portfolio sample (active leases + recent amendments), validate extraction accuracy on your contract formats, then integrate payment rails and GL export paths. Approvals at /products/approvals can govern high-value lease modifications when your control framework requires formal sign-off. Integration notes cover bank or payment-gateway matching, GL export mapping, and document storage for the signed contract pack auditors expect.
Global English deployments emphasise IFRS 16 and multi-entity portfolios. In Bangladesh, programmes additionally account for local tax documentation and bank/payment-gateway integration patterns common to regional enterprises — without turning the product story into a country-only pitch. Vehicle fleets and equipment leases are common early portfolios because payment rhythms are regular and contract volumes justify automation quickly.
Ready
Share a handful of active contracts and your current reconciliation pain. Arcloops will show how schedules, matching, and IFRS 16 outputs would look on your data.