RPA and AI automation for document- and rules-heavy processes.
Mindrops combines robotic process automation with AI and document intelligence to take repetitive, document- and rules-heavy processes off your team — with human review where the stakes are high.
Software Mindrops has designed and built for clients in this area.
Extraction accuracy99%with human-in-the-loop review, on tens of thousands of documents a monthUK accountancy
AI · Accounting
Caelum AI — Document Processing
A Mindrops document-intelligence product that extracts transactions, line items, totals and dates to Excel, CSV, JSON or XML through a REST API, with human-in-the-loop review.
Delivers 99% extraction accuracy on supported documents across bank statements, invoices and receipts.
Mindrops built four production ML products in Python: predictive maintenance, computer-vision body measurement, multi-channel attribution and deep-learning manpower forecasting.
25% lower maintenance cost, 20% fewer sales returns, 15% more sales and 90% better forecasting accuracy for the respective clients.
A read-only validation platform that runs 30+ checks across seven detection modules — including eight statistical anomaly methods — with one governed review workspace.
Every client close is now checked the same way and tracked from one dashboard, with 100% of findings carrying an audit trail for sign-off.
Mindrops automates document- and rules-heavy business processes end to end by combining robotic process automation (RPA) with AI — document intelligence, extraction and decisioning. Each workflow runs with human-in-the-loop checkpoints where the stakes are high.
01
Process discovery
Find the highest-value, automatable processes and quantify the payback.
02
RPA bots
Software robots that handle repetitive, rules-based tasks across systems.
03
Document intelligence
OCR and LLM extraction that read invoices, forms and statements — no templates required.
04
Workflow orchestration
Coordinate bots, AI and people into reliable end-to-end workflows.
05
Human-in-the-loop
Review and approval where accuracy and accountability matter.
06
Integration
Connect ERPs, CRMs and finance systems so automation spans the whole process.
Who we build automation for
Accounts payable & finance operations
Vendor invoices arrive as PDFs, scans and phone photos and are keyed in by hand. Extraction reads the fields; staff confirm and commit.
Accounting practices running periodic closes
Ledger review is manual and varies between reviewers. Scheduled checks flag duplicates, gaps and anomalies before sign-off.
Shared services moving data between systems
Teams copy records between ERP, CRM and finance tools. Bots and APIs move them reliably and route exceptions to a person.
Operations scaling without new headcount
Volume is rising faster than the team. Automation absorbs the repetitive share so people focus on exceptions and judgement calls.
Why Mindrops for intelligent automation
Human confirmation as a design rule
In an ethanol manufacturer’s invoice platform, OCR and AI read six fields from each invoice, and every record is confirmed by a person before it is saved.
Checks that run the same way every time
For a UK accountancy-software firm we built seven detection modules with 30+ validation checks and eight statistical anomaly methods, each finding carrying an audit trail.
Rules your team can write
A plain-English rule builder, parsed by an LLM into executable checks, lets bookkeepers add practice-specific monitoring without hand-coding.
Extraction from our own product
Our own Caelum AI uses OCR and LLM extraction to read statements, receipts and invoices from 25+ UK banks at 99% accuracy — the approach we bring to your documents.
A mobile app, website and admin dashboard connecting patients in rural and semi-urban India with doctors, with video consultations, digital prescriptions and patient registration.
From the client’s review
“The UI/UX design process was collaborative and they kept the end user in mind throughout, which mattered a lot for a platform targeting rural users.”
RPA plus AI: software robots handle repetitive tasks while AI reads documents and makes judgement calls, so whole processes can be automated end to end.
What processes are worth automating?
High-volume, repetitive, document- or rules-heavy work — invoice processing, onboarding, data entry, reconciliations. Mindrops starts with a discovery to quantify the payback.
Does Mindrops use AI for documents?
Yes. OCR and LLM extraction read invoices, forms and statements without rigid templates — the same engine behind the Caelum AI product.
Is it safe to automate critical work?
Yes, with human-in-the-loop checkpoints where accuracy and accountability matter, plus monitoring and audit trails.
Will it integrate with existing systems?
Yes. Mindrops connects ERPs, CRMs and finance systems so automation runs across the whole process. See API integration.
Contact us
Name the process that consumes the most hours. We’ll assess volumes, exceptions and payback, and reply within one business day.