LoLR Butterfly

Enterprise AI that operates reliably,
stays under your control, and keeps evolving

LoLR Butterfly (LoLR Butterfly) is LoLR.AI · LoLR's 3+1 AI infrastructure for professional services and enterprise management: the Trusted Foundation provides the runtime, sovereign models provide professional intelligence, LoLR.AI LDB provides trusted evidence, and Harness RSI organizes execution, governance, and continuous evolution.

LoLR Butterfly=Trusted Foundation+Sovereign Models+LoLR.AI LDB+Harness RSI
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Three foundational capabilities,
one operating framework.

Compute provides the runtime, models deliver professional capabilities, and LoLR.AI LDB provides trusted evidence. Harness RSI orchestrates all three around business tasks in a single executable, reviewable workflow.

LoLR Butterfly · Architecture Overview

3 foundational capabilities ＋ 1 operating framework

01 / Compute
LoLR HPCs

Trusted Foundation

Compute and private environments
process materials within clear boundaries.

  • On-device compute · Distributed scheduling
  • Private deployment · Authorized device–cloud collaboration
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+1 / Operating hub
LoLR.AI OS

Harness RSI

Around a shared task,
coordinate compute, models, and data.

  1. 01Task orchestration
  2. 02Coordinated execution
  3. 03Human review
  4. 04Evaluation & Iteration
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02 / Intelligence
LoLR Large Model

Sovereign Models

Adapt to domain knowledge and business tasks,
build professional capabilities under organizational control.

  • Scenario selection · Specialized adaptation
  • Professional evaluation · Private deployment
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Orchestrate by task · Invoke by permission
03 / Data · LoLR.AI LDB

LoLR.AI LDB

Trusted domain-specific databases

Professional data with sources, time validity, and authorization,
organized into understandable, connected, and citable evidence.

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Regulatory basisTax policy & Compliance knowledgePolicy applicability · Provision citationsDisclosed factsListed-company profiles and annual reportsEntities & Statements · Basis verificationEntity backgroundOverseas company credit dataCompany identification · Credit verification+ Ongoing expansionMore professional domainsIntegrated under unified governance standards
Compute supports execution · Models deliver capability · Data provides evidenceHarness RSI turns these three capabilities into executable, reviewable, and continuously improvable workflows.
Controlled operating boundaries

Choose private processing or authorized collaboration based on the task and data sensitivity.

Reviewable professional conclusions

Link data sources, versions, processing paths, and human confirmation points.

Evolving organizational capabilities

Continuously improve workflows through evaluation, feedback, and implementation iterations.

Within your enterprise's own boundaries
Deploy this architecture

Tell us your task types, data volume, and data boundaries. Our FDE team starts with an on-site assessment to define your device, model, and Harness solution together.

Explore industry solutions
LoLR HPCs · Trusted FoundationA complete on-device computing lineup from portable devices to organization-wide servers. LoLR Large Model Logos LoLR · Sovereign ModelsDomain expertise, foundation-model adaptation, device–cloud collaboration, and distributed scheduling. LoLR Operating System LoLR.AI OS · Enterprise HarnessAgent factory and Harness delivery tools: create, train, manage, and use experts. LoLR Mobile LoLR.AI APPMobile work, agent deployment, and on-the-go access bring the system into the field. Industry solutionsExplore scenarios, solution components, and devices by industry and role. Service & SupportSetup guides, FAQs, after-sales terms, and manual downloads. LoLR.AI LDB · Professional Database for Law, Tax, Accounting, and FinanceContinuously integrate high-value data and knowledge with unified definitions, authorization, and traceability.