Use case
Enterprises still move purchase orders, contracts, HR requests, and exceptions through email chains and chat forwards. Arcloops builds AI-assisted approval workflows that route with context, escalate on SLA, and leave an audit trail auditors can trust.
In most mid-to-large organisations, the hard part of an approval is not the decision itself — it is finding the right person, attaching the right documents, remembering the policy threshold, and proving later that the chain was followed. Purchase orders stall because an approver is travelling. Contract redlines bounce between legal and procurement with no single owner. Expense exceptions sit in a shared mailbox until someone notices the month-end clock.
Manual routing creates three compounding costs. First, cycle time: a request that should take hours consumes days because each hop depends on memory and goodwill. Second, inconsistency: two similar requests can take different paths depending on who submitted them and who was online. Third, audit risk: when regulators, internal audit, or a board committee ask for evidence, teams reconstruct history from email threads and screenshots.
Chat tools make this worse at scale. WhatsApp and Teams forwards feel fast for the requester, but they destroy structure — no SLA, no immutable log, no policy gate before the first human sees the packet. Spreadsheets of “pending approvals” become a second job for operations coordinators. The organisation pays in delayed vendor payments, missed hiring windows, and managers who approve under time pressure without full context.
AI does not replace the approver’s accountability. It removes the chaos around the decision: classifying the request type, checking completeness, surfacing policy and precedent, routing to the correct chain, and escalating when silence is the real blocker.
Requesters submit through a typed form with attachments — amount bands, department, document class, and justification fields that match how your policies actually work. Incomplete packets are blocked or flagged before they enter anyone’s queue, so approvers stop spending cycles chasing missing trade licences, quotes, or budget codes.
Rules and models determine the approval chain from request type, value, and organisational structure. Each approver sees a plain-language summary, policy conflict flags, and how similar past requests were decided — enough to decide quickly without drowning in noise.
Configurable timers trigger reminders and escalations when an approver has not acted. Delegates and out-of-office coverage are first-class, so travel and leave do not silently freeze procurement or finance.
Approvals, rejections, comments, and reassignments are logged for compliance and management reporting. Exports support internal audit and regulatory review without reconstructing threads from personal inboxes.
This use case maps directly to Approvals at /products/approvals — Arcloops’ product for intelligent document approval workflows across procurement, HR, finance, legal, and IT request types. AI assists with policy checks, precedent lookup, risk flags, and document summaries; humans remain the decision owners.
For organisations that also need finance or procurement automation upstream of the approval step, we commonly connect the same programme to /solutions/ai-in-finance and /solutions/ai-in-procurement so invoices and purchase orders arrive already classified. Engagements typically start with a readiness pass on request types and policy rules, then a controlled rollout by department rather than a big-bang cutover.
In Bangladesh and similar markets, mobile-first approvers and WhatsApp habits are common. Approvals supports structured workflows with optional email and WhatsApp-adjacent notification patterns so executives can act without abandoning governance. Deployments can be tuned for bilingual teams while keeping the system of record in English for audit.
Ready
Bring two or three real approval packets. We will show how Arcloops would route them, what an audit trail looks like, and where AI assists without taking the decision away from your managers.