Large Model Enterprise Knowledge Base – Empowering Knowledge Management & Compliance

A leading Singaporean bank has been named “Global Best Bank” for several consecutive years. The bank wanted to transform its fragmented knowledge management into an intelligent, AI‑driven system to improve compliance quality and operational efficiency.

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Pain Points

  • Document fragmentation – Internal documents were scattered across different departments, making them hard to manage and locate.
  • Diverse formats – Inconsistent file formats (PDF, PPT, Word, scanned images) hindered classification, retrieval, and knowledge reuse.
  • High labor costs – Manual knowledge management was slow, error‑prone, and often failed to meet strict regulatory requirements.

Powered by Instadesk

  • Financial domain fine‑tuned LLM – Instadesk’s large model engine supports a full “retrieval‑analysis‑generation” workflow, turning static knowledge into dynamic applications.
  • Multimodal document recognition – Instadesk Smart QA (with built‑in OCR) analyzes multi‑format documents (PDF, PPT, Word, images) and extracts key information automatically.
  • Intelligent document management & QA system – Instadesk Agent Assistant + Knowledge Base automates document generation, policy Q&A, and regulatory responses, replacing manual work.
  • Compliance‑ready audit trail – Instadesk Smart Ticket System logs every knowledge query and document version change, supporting full auditability for regulators.
  • Role‑based knowledge access – Instadesk’s permission controls ensure sensitive documents are only accessible to authorized personnel.

Efficiency Gains by Product

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Smart QA (LLM + OCR)

Multi‑format document parsing, response accuracy 90%+

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Agent Assistant

Real‑time knowledge Q&A, reduces search time by 50%

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Knowledge Base (built‑in)

Centralized storage + auto‑tagging, cuts ops workload by 70%

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Smart Ticket System

Version control + audit trail for compliance

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Permission Management

Role‑based access, prevents data leakage

Business Results

90%+
Model response accuracy
+50%
Knowledge search efficiency
‑70%
Ops workload reduction
100%
Audit readiness 100% automated logs
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Before vs. After

Metric
Knowledge search time per employee
Knowledge base ops workload
Compliance audit readiness
Document retrieval accuracy
After Instadesk
  • ‑50% (twice as fast)
  • 70% less (mostly automated)
  • Complete audit trail
  • 90%+ AI‑powered accuracy
Before
Baseline
100% manual
Fragmented logs
Low (manual search)
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Instadesk’s large model knowledge base turned our scattered documents into a powerful compliance asset. Search efficiency doubled, operational workload dropped by 70%, and our audit readiness improved dramatically.

— Knowledge Management Lead

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