Automation for UK Accounting Firms
Practice management software solves 80% of the workflow. The remaining 20% — the manual chasing, the spreadsheet bridges, the year-end scramble — is exactly where targeted Python automation pays for itself in weeks.
The repeated pain points
Invoice & receipt processing
Even with Dext / Hubdoc, the awkward edge cases still need a human. OCR + LLM pipelines handle those too.
Bank rec exceptions
The 5% of transactions that don't auto-match are still consuming the most hours. Rule-based + LLM classifiers handle most.
Year-end client chase
Manually nagging 200 clients for records every January. Automated reminder sequences with intelligent escalation.
Bespoke client reports
Each client wants their own KPI dashboard. Templated reporting pipelines that pull from Xero / QuickBooks / Sage.
What we typically build for accountants
Smart invoice ingest
OCR + LLM pipeline that handles emails, scans, and supplier portals, posts into Xero / QuickBooks, and flags anything weird for human review.
Reconciliation exception engine
A daily Python job that processes the bank-rec residual: rule-matched first, LLM-classified next, queue for human last.
Automated year-end prep
Client portals + scheduled email sequences + Slack escalations that keep the year-end pipeline moving without partner babysitting.
Client KPI dashboards
Per-client live dashboards (Metabase / Looker Studio) populated from accounting + ops data — sell as a productised advisory service.
Talk through your highest-cost workflow
30 minutes, no commitment. We'll tell you whether automation will pay back for the specific process you have in mind — honestly.
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