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How Do We Get Our Fintech Ops Team Out of Spreadsheets for Manual Reviews?

Fintech ops teams run manual reviews of held payments and flagged accounts from spreadsheets and Slack. We build one review queue with routing and history.

Updated 3 min readBy SpiderHunts Technologies

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Quick answer — TL;DR

Manual reviews end up in spreadsheets and Slack threads because each new rule or alert type was added without a place for a person to work it. We build one review queue for held payments, flagged accounts and other exceptions, with routing by type, a full history per item and actions that write back to your systems.

Where the reviews actually happen

Your product holds a payment above a threshold. A rule flags an account after a change of details. A card transaction pattern triggers an alert. Each of these was added by an engineer at a different time, and each one tells ops in a different way: a Slack message from a bot, a row in a shared Google Sheet, an email to the ops inbox, a filter in the admin panel.

So the ops day is spent moving between them. Someone reacts to the Slack message with an eye emoji to claim it, checks the account in the admin panel, looks at transactions in another tool, then writes the outcome in the thread. The sheet has a column for status that is half filled. A reviewer who is off sick leaves claimed items nobody else can see.

How it drifted into this

Each exception type was built as an engineering task: detect the thing, notify someone. The notification was the finish line. What the person does next, where they record it and how the action reaches the product was left to ops to sort out.

  • Every alert type has its own channel and format.
  • Claiming an item is informal, so two people sometimes review the same one.
  • Actions like releasing a payment or restricting an account need an engineer or a separate admin screen.
  • There is no single place to see what is waiting, how long it has waited and who has it.

The cost you feel and the one you do not

You feel the switching and the chasing every day. What is harder to see is the customer on the other end of a held payment, waiting without knowing why, and the item that nobody picked up because it arrived in a channel people had muted. When a partner or auditor asks how held payments are reviewed, the honest answer involves several tools and a lot of explaining.

One queue, built around the reviewer

What we build is a review tool for your ops team, fed by the rules and alerts you already have.

  1. Every exception source sends a structured item into one queue through a small API or by reading existing events, instead of posting to Slack.
  2. Items are typed, such as held payment, account change, card alert or refund over limit, and routed to the right people by type and by value.
  3. Claiming is explicit and visible, with automatic release if an item sits claimed and untouched.
  4. The item screen shows the customer, recent activity, prior reviews and the rule that fired, pulled from your systems.
  5. Actions such as release, reject, request information or escalate call your product's APIs directly, so ops do not need an engineer.
  6. Every view, note and action is recorded against the item.
Exception typeTypical actionWho can act
Held outbound paymentRelease or returnOps analyst, senior above your set limit
Change of account detailsConfirm or restrictOps analyst
Card transaction alertClear, block card, contact customerAnalyst, escalate by your rules
Refund above a limitApprove or declineTeam lead
Anything unclassifiedTriageTeam lead

The queue can be a custom web app or built on an internal tool platform such as Retool if your engineers already use one. We pick whichever your team will maintain.

The ops morning, reorganised

People log in to one queue. Items are sorted by type and age, and each reviewer sees what is theirs. The Slack bots go quiet except for genuine emergencies. When a reviewer is away, their items return to the pool.

The team lead sees what is waiting and for how long, and can move people between queue types when one gets busy. Engineers stop getting asked to release payments by hand.

Checklist: has your review process sprawled?

  • Exceptions arrive by Slack, email, a sheet and the admin panel.
  • Claiming work happens with emoji reactions or messages.
  • Some actions still need an engineer to run a script.
  • You cannot see total waiting items in one place.
  • A reviewer's absence leaves items stuck.

FAQ

Frequently asked questions

The questions readers ask us after this guide.

Still have a question?

Ask us directly — a senior engineer will get back to you.

Ask about your project

Do we have to change our detection rules?

No. The rules keep deciding what gets flagged. We change where flagged items go and how people work them.

Can reviewers act without an engineer?

Yes, for actions your product exposes through an API. Where no safe endpoint exists, we build one with your engineers or leave that action manual and clearly marked.

What about permissions?

Actions are restricted by role and value using limits you set, and every action is logged with the person and time.

Should we use Retool or a custom build?

If you already have Retool and engineers who maintain it, building there is often sensible. If not, or if the queue needs more than it handles well, a small custom app is usually easier to live with.

What drives the cost?

The number of exception types, how many systems the item screen pulls from, and how many actions write back.

Keep reading

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