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Slack bots, finance reconcilers, and other 4-day builds

Agentic coding lets us build small, useful tools in 4 days that used to take 4 weeks in the pre-agentic era. The economics aren’t subtle and the deliverables aren’t speculative — these are real tools we’ve shipped for UK clients in 2026. Here’s a tour of three of them, with scopes, costs, and what made each one a 4-day build rather than a 4-week one.

What 4 days of agentic coding actually buys you

A 4-day build is the sweet spot for internal tooling. It’s long enough to scope properly (day 1), build (days 2–3), polish and deploy (day 4) — but short enough that we can quote it as a fixed-price engagement and short enough that it does not justify the architectural overhead of a proper SaaS product. The output is a working tool deployed somewhere your team can use, with documentation, with monitoring, and with a clear path to the team taking it over later if they want.

Cost lands around £3–5k for most of these, depending on integrations. That’s roughly the cost of a senior engineer for a week — but with agentic coding, that week now produces what used to take a month. The ROI is therefore not ‘cheaper engineer’; it’s ‘same cost, much more output per engagement.’

Real build 1: a Stripe → Xero reconciler

Brief: a 14-person UK B2B SaaS was reconciling Stripe payouts to Xero invoices manually each month, taking ~6 hours of finance time. Scope: a small web app (auth via Google, hosted on a £20/month VPS) that pulls Stripe payouts and matches them to Xero invoices on a daily cadence, flags mismatches, and lets the finance lead resolve them with one click.

Build: 4 days, including a half-day on Xero’s OAuth flow which is fiddlier than it should be. Result: monthly reconciliation went from 6 hours to ~30 minutes. The 30 minutes is the team reviewing flagged mismatches, which is the part that genuinely needs human judgement. The grind is gone. Cost: £4,400 fixed price. Payback: under 4 months on time saved alone.

Real build 2: a Linear → Slack escalation bot

Brief: an engineering team’s high-priority bugs were getting flagged in Linear and quietly aging because Slack notifications from Linear were too noisy to follow. Scope: a small bot that watches Linear webhook events, applies a custom severity rule (priority + label + age), posts to a dedicated #escalations channel with the right tag, and re-pings if not acknowledged within a configurable window.

Build: 3 days. The Linear webhook integration is straightforward; the trick was the re-ping logic and making sure noisy edits didn’t trigger duplicate posts. Result: P0 acknowledgement time went from 22 minutes to 4 minutes within the first week. Cost: £3,200 fixed price. The team has since asked for two extensions of the same pattern for support tickets and security alerts.

Real build 3: a CRM-to-Notion knowledge sync

Brief: an account team kept customer profile context in their CRM but the rest of the company kept written context in Notion, and the two drifted constantly. Scope: a one-way sync from CRM to a structured Notion database, daily, with conflict resolution that favours CRM as source of truth on contact data and Notion on narrative notes.

Build: 5 days (one day over budget — the Notion API has rate-limit quirks we hadn’t worked around before). Result: the company-wide ‘who is this customer?’ question is now answered in one place by anyone, without anyone manually copying anything. Cost: £4,800 fixed price. Subjective quality-of-life improvement noticeable within a fortnight.

Pricing: where the value lands

Notice the numbers. £3–5k builds. Time-saved-per-week somewhere between 3 and 15 hours. Payback under 6 months in every case. There is no model where this doesn’t pay for itself, and the multiplier compounds over years because these tools, once built, mostly stay running.

If you’ve got a candidate workflow we’d be happy to scope it on a free 30-minute call. We don’t oversell — about a third of the conversations we have end with us telling the prospect ‘this is actually a £500 Zapier setup, not a £4k build.’ That’s the right answer some of the time. Book the call and we’ll tell you which it is.

Got a 4-day-build candidate?

Free scoping call. We’ll tell you whether it needs custom code or just better Zapier.