SEARCHING FOR INFO≈ 3 h a day per worker · Coveo 2025·WORK ABOUT WORK58% of the time · Asana, Anatomy of Work 2023·ITALIAN FIRMS · AI USE16.4% (≥ 10 staff) · Istat 2025·AI PROJECTS · SMB vs LARGE8% vs 71% · PoliMi Observatory 2025·AI ACT ART. 50 · IN FORCE2 Aug 2026 · EU 2024/1689·GARANTE FINE · CAREGGI€80,000 · Provv. 474/2025·AI ACT ART. 50 · FINEup to €15M or 3% turnover · art. 99·ITALIAN AI MARKET 2025€1.8bn · +50% · PoliMi Observatory·SEARCHING FOR INFO≈ 3 h a day per worker · Coveo 2025·WORK ABOUT WORK58% of the time · Asana, Anatomy of Work 2023·ITALIAN FIRMS · AI USE16.4% (≥ 10 staff) · Istat 2025·AI PROJECTS · SMB vs LARGE8% vs 71% · PoliMi Observatory 2025·AI ACT ART. 50 · IN FORCE2 Aug 2026 · EU 2024/1689·GARANTE FINE · CAREGGI€80,000 · Provv. 474/2025·AI ACT ART. 50 · FINEup to €15M or 3% turnover · art. 99·ITALIAN AI MARKET 2025€1.8bn · +50% · PoliMi Observatory·SEARCHING FOR INFO≈ 3 h a day per worker · Coveo 2025·WORK ABOUT WORK58% of the time · Asana, Anatomy of Work 2023·ITALIAN FIRMS · AI USE16.4% (≥ 10 staff) · Istat 2025·AI PROJECTS · SMB vs LARGE8% vs 71% · PoliMi Observatory 2025·AI ACT ART. 50 · IN FORCE2 Aug 2026 · EU 2024/1689·GARANTE FINE · CAREGGI€80,000 · Provv. 474/2025·AI ACT ART. 50 · FINEup to €15M or 3% turnover · art. 99·ITALIAN AI MARKET 2025€1.8bn · +50% · PoliMi Observatory·
LemniaBUSINESS
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TECHNICAL DOSSIER · PDF

Architecture, compliance, deployment in 24 pages.

The technical dossier gathers the anatomy of the Lemnia engine, from the graph to the cite-or-refuse pipeline to the local models to security, together with the connector map, the per-niche DPIA matrix, the Annex V hyper-amortisation requirements and the bench benchmarks. It is made for CTOs, DPOs, accountants and technical leads.

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The PDF is generated on demand from the canonical source content: six sections, A4 portrait, signed by Lemnia s.r.l. as the publisher. There is no email handoff and no follow-up form gate, so the company's CTO can read it before deciding whether to take a call.

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A brief tailored to the company's context.

The form below collects the company's operational questions. A reply arrives within 48 working hours with a sector-specific brief built around those questions, together with calendar windows for an optional 30-minute walk-through.

TABLE OF CONTENTS

What the PDF contains.

  • 01 · Engine anatomy

    Graph schema (entity-classes, 28 canonical relations), the cite-or-refuse 5-step pipeline, the local model stack (Qwen3.5-4B Q4_K_XL + mDeBERTa NLI + Qwen3-Embedding-0.6B).

  • 02 · Compliance matrix

    AI Act Art. 50 mapping, GDPR Art. 30 register format, NIS2 D.Lgs. 138/2024 ACN measure coverage, per-niche DPIA template index.

  • 03 · Deployment topologies

    T1 standalone laptop, T2 LAN appliance (Mac mini / NUC), T3 sovereign on-prem GPU appliance. Hardware sizing, network requirements, attestation chain.

  • 04 · Connectors

    All 19 v0.1.5 connectors documented with the source protocol, the scope of credentials, the read/write direction and the latency at the bench. OpenAPI adapter for in-house systems.

  • 05 · Annex V evidence

    Interconnection log format, automation measurement procedure, integration map and cost breakdown. Material ready for the appraising engineer's perizia tecnica.

  • 06 · Bench measurements

    Voice query first-response time, OCR capture-to-ERP time, dossier composition latency, multi-source retrieval p95, cloud-burst round-trip envelope.

FOUNDERS PROGRAMME · LIMITED PLACES

Lemnia running on the data of a real company.

A thirty-minute demonstration, calibrated to the company's sector. Lemnia composes the record of a real customer, cites the sources line by line and presents the signed register ready for the DPO.

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