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AMAGUMO LABS

By AMAGUMO LABS

Company founded in 2014, focusing on: Agentic AI / Autonomous Agents – AI agents that autonomously complete multi-step tasks ||| AI for Knowledge & Search – Enterprise search, document Q&A, RAG systems ||| Predictive Analytics & Forecasting – Demand prediction, risk scoring, simulations, targeting markets: Financial Services ||| Healthcare & Wellness ||| Real Estate & Construction ||| Logistics & Supply Chain ||| Technology / Software / IT Services ||| Legal & Professional Services

  • Stage
    • Prototype
  • Industries
    • Banking and finance
    • Legal
    • Professional services
  • Deployment
    • On-premise

Why it is worth it

Lexika is the only AI platform purpose-built for Vietnam's regulated industries — sovereign by architecture, not retrofit. 100% on-premise, SBV-compliant from day one. Production data never leaves the firm. SBV Decree 53/2022 is satisfied by deployment model, not policy. Cloud-only competitors (Harvey AI, Hebbia, ChatGPT Enterprise) are disqualified for production banking workloads in Vietnam. RAG that knows the grey zones. Two-tier corpus (statute + case-law / arbitral decisions) with validity tracking and citation-by-default. Refuses to answer when no support exists — kills the hallucination risk that blocks banking adoption today. Bilingual native EN ↔ VN. Single-pass dual-column drafting and retrieval. Foreign-invested clients see English, statutory filings render in Vietnamese, no translation step. One platform, many regulated verticals. Legal (Lexika core), audit, accounting, compliance, banking — all served by the same four reusable bricks. Adding a vertical is configuration time, not engineering time. The Shinhan POC validates the platform on one BU; the same engine addresses ~220 audit firms, ~5,000 attorneys and 3,375 new FDI projects per year in Vietnam alone. Operating company, not a stealth pitch. 30+ engineers, 14+ years building software across 4 countries (France, Japan, Australia, US). Lexika MVP under active development with a pilot client confirmed. Commercial readiness — Shinhan's #1 evaluation criterion — is de-risked. Open-source LLM stack (Apache 2.0). Aligned with Innoboost Q&A V.6 preference; no vendor lock-in, no per-token cost spiral.

  • Three classes of high-value work in regulated industries (banking, securities, accounting, legal, audit) cannot move to cloud AI today:
  • Document-heavy lookup. Auditors, lawyers and compliance officers query standards, circulars and contracts dozens of times per day. Today this means Ctrl-F across PDFs and copy-paste into Word — 30–90 minutes per query, no leverage, knowledge trapped in heads.
  • Data-heavy testing. Audit, AML and compliance teams test journal entries and transactions against risk indicators. Existing tools cap at Excel pivots, so teams sample ~25 rows out of millions and miss findings. Full-population testing is technically out of reach.
  • Bilingual drafting. Foreign-invested clients demand English; statutory filings require Vietnamese. Every deliverable is produced twice or translated manually — 1–2 days per bilingual contract, quality drifts.
  • Underlying all three: production banking, securities and legal data cannot leave the firm. SBV Decree 53/2022 disqualifies cloud LLM APIs (Harvey AI, Hebbia, ChatGPT Enterprise) for production workloads in Vietnam. The fastest-growing market for legal/regtech AI is the worst-served by current solutions.

Opening the deck…

Page 1

Best customer profile

Law firms, accounting audit firm, financials department

Notable paying customers

  • MVP

Key milestones

MVP witj

AMAGUMO LABS

Vietnam

Founded 2014 · Team size: 10–49 people

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