Case Studies

Real Teams.
Real Hours Back.

We've helped businesses across industries eliminate the manual grind. Here's the proof.

FIQA – automated financial document processing dashboard
Financial Services Client: FIQA

From 3-Day Turnaround to Same-Day Financial Reporting

The FIQA team was manually extracting figures from hundreds of PDFs each week and re-entering them into spreadsheets. We built an automated pipeline that reads incoming financial documents, validates the data, and populates their reporting dashboard in real time.

80% Time Saved
3 hrs Saved Daily
0 Manual Errors
  • Automated extraction from PDFs, Excel sheets, and email attachments
  • Real-time validation against compliance rules before entry
  • Direct write-through to their existing reporting dashboard
  • Deployed in under two weeks, no internal IT resource required
Healthcare admin automation – patient intake and insurance workflow
Healthcare Client: Private Medical Practice

Patient Admin That Runs Itself So Clinicians Can Focus on Care

Busy clinics are drowning in paper intake forms, insurance pre-authorisation requests, and referral letters. We automated the entire admin chain - from patient data capture to insurer submission - eliminating a full day of admin work per week per site.

40+ Hrs/Month Saved
2 days Faster Claims
3 sites Rolled Out
  • Digital intake forms auto-populate the patient management system
  • Insurance pre-auth requests generated and submitted automatically
  • Referral letters drafted from structured notes, ready for clinician sign-off
  • GDPR-compliant data handling baked in from day one
Zymem – automated compliance and inventory documentation
Life Sciences Client: Zymem

Automated Memory Layer for a Growing Organisation

Zymem's operations team was manually compiling batch records, certificates, and regulatory submissions - a process prone to version errors and delays. We built a system that generates audit-ready documentation automatically whenever a batch is signed off.

60% Faster Audits
12 hrs Saved per Batch
100% Audit Accuracy
  • Batch records auto-compiled from data on sign-off
  • Supplier CoAs automatically matched, verified, and archived
  • Regulatory submission packs generated in the correct format per regulator
  • Full version history and audit trail maintained automatically
Voice agent – conversation interface Voice agent – memory and routing layer
Voice AI Client: Internal Product

A Voice Agent That Remembers Every Conversation

Most voice assistants start every call from scratch. We built a persistent voice agent backed by the Maple Memory API - so it recalls prior interactions, adapts to each user's preferences, and picks up mid-task without needing to be re-briefed.

<300ms Memory Recall
98% Context Accuracy
0 Re-briefs Needed
  • Persistent memory layer stores conversation context across sessions
  • Graph-based routing surfaces the right memories for each query
  • Works with any TTS/STT stack via the Maple Memory REST API
  • Zero-knowledge encryption - call data is never stored in plain text
Live Demo

The Maple Memory API in Action

Watch how memory is written, retrieved, and routed in real time - from a single API call to a contextually-aware response.

maple-memory · api-demo.mp4

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