← Case Studies
3–4× peak throughput
Accounting & Finance · A regional accounting practice (multi-partner)
The challenge
Seasonal workload spikes forced overtime and temporary hiring, while disconnected tools created reconciliation errors.
The system we built
An end-to-end document-ingestion and data-extraction pipeline with human-in-the-loop review and automated reconciliation flags.
The result
Up to 3–4× throughput during peak periods and a measurable drop in reconciliation rework — absorbed without seasonal hires.
Results based on aggregate client outcomes and typical implementations. Individual results vary.