⬡ GLYNNE AI ENGINEERING & FINE-TUNING

The bridge between advanced AI and your business operations

We build AI technology with a clear purpose: eliminating operational friction. We provide the models that power decisions, the tools your team interacts with, and the autonomous workflows that keep your business moving forward without relying on manual processes.

Explore the methodology →Explore the architecture →
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⬡GLYNNE AI ENGINEERING & AUTONOMOUS REASONING

Razonamiento de IA basado en la experiencia

Interactúa con AX, el motor de razonamiento autónomo que se ejecuta bajo la capa de control de GLYNNE, para explorar cómo funciona la autonomía empresarial segura.

Nuevo: Modelo AX 5.2 disponible

Accede a inferencia directa, pesos abiertos y fine-tuning acelerado en NVIDIA H100 para transformar procesos empresariales con autonomía total.

GLYNNE STUDIO // PIPELINE DE ARQUITECTURA AUTÓNOMA|SUITE DEL SISTEMA V2.4
RUNTIME OPERATIVO // ACTIVO
01/03
01 // QUIÉNES SOMOS & IDENTIDAD

Inteligencia artificial y modelos abiertos para automatizar tu empresa.

Somos GLYNNE, una empresa especializada en desarrollo de procesos e inteligencia artificial para automatizar operaciones de negocio. Proveemos herramientas open source para integrar, reentrenar y acceder a pesos de modelos libres, democratizando el desarrollo con estas tecnologías e incentivando la investigación para crear herramientas de impacto real.

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●SCULPT_T-1 // CAD
SEARCH: 0317
MÁQUINA & SISTEMA // ID: 83991
CURVAS CONTROLADAS 92.8
LAYER 01 // GEOMETRIC GRIDAXIAL VECTOR 100%
NVIDIA Vector Logo
OFFICIAL HARDWARE ECOSYSTEM
Certified Model Acceleration & Infrastructure
DIRECT COMPUTE PIPELINE // ACTIVE
NVIDIA ENTERPRISE COMPUTE // DIRECT HARDWARE PIPELINE|H100 SXM5 CLUSTERS

Direct AI Compute: API Inference and Fine-Tuning on NVIDIA Hardware

At GLYNNE, we don't rely on slow intermediaries or generic layers. Both real-time requests to our model APIs and enterprise custom Fine-Tuning workflows run directly on NVIDIA H100 SXM5 supercomputing architecture, delivering minimal latency, industrial thermal headroom, and secure data isolation.

Real-Time API Inference

All requests to our model APIs run accelerated by optimized inference engines (TensorRT-LLM and NVIDIA NIM), achieving ultra-low latencies down to 10ms per token in continuous streaming.

High-Precision Native Fine-Tuning

Training and parameter adaptation workloads (QLoRA) execute directly on 80GB HBM3 memory (3.35 TB/s) and FP8 Tensor Cores of GH100 silicon, adapting models to your data without bottlenecks.

900 GB/s NVLink Interconnect

GPU clusters linked point-to-point with 7x greater bandwidth than PCIe Gen 5. Enables tensor parallelism for massive models without memory fragmentation.

Zero Data Retention & Isolation

Your prompts, API calls, and confidential datasets are processed on hardware with cryptographic partitioning and strict zero-data-retention-at-rest policies.

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●NVIDIA H100 SXM // SCHEMATIC BLUEPRINT
CAD ISOMETRIC EXPLODED VIEW
NVIDIA H100 SXM Technical Diagram - Exploded Isometric View
LAYER 1-4 DECONSTRUCTED ARCHITECTURE80GB HBM3 · NVLINK 900 GB/S
01 // MEMORY SPEED
3.35 TB/s
Ultra-fast HBM3 bandwidth
02 // INTERCONNECT
900 GB/s
Bidirectional point-to-point NVLink
03 // TENSOR CORES
4th Gen FP8
Transformer Engine inference
04 // AVERAGE LATENCY
< 15ms / tok
Real-time streaming response

Create Your API to Integrate Our LLMs into Your Projects

Create AI API

Turn your enterprise data into your own proprietary AI Model, fully trained and 100% owned by you.

Don't rely on generic responses. We possess proprietary Fine-Tuning technology (QLoRA) to train LLM models using your own manuals, databases, and operational processes. Test your model in our control panel or download the open-weight files to run it on your own infrastructure.

/ MODEL TRAINING & OPEN WEIGHT DOWNLOAD PLATFORM (QLoRA SFT)PROPRIETARY TECHNOLOGY
001

Extraction & Synthetic Dataset Generation (SFT)

Upload your documents (PDF, TXT, CSV, JSON) and our technology extracts and generates hundreds of high-diversity instruction-response pairs to prevent model hallucinations and repetitive phrasing.

002

QLoRA Training on High-Speed GPUs

We inject LoRA neural adapters (r=16) into state-of-the-art base models (Llama 3.2, Qwen 2.5, Phi 3.5) quantized to 4-bit over high-performance GPU clusters.

003

Anti-Overfitting Tuning & Live Telemetry

Monitor your training process in real time. We optimize learning rates and ChatML formatting to ensure the AI strictly adheres to your corporate governance and rules.

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Live Chat Testing & Weight Download (GGUF)

Test your custom-trained AI immediately in our interactive chat or download the final weights (GGUF / Safetensors) to deploy on your own servers with zero per-token fees.

Dedicated AI Models & Advanced Fine-Tuning

From specialized language models to deep reasoning architectures, we develop and adapt AI algorithms tailored to your enterprise. We perform continuous fine-tuning (QLoRA) on your own corporate data so agents resolve complex operational tasks with millimeter precision.

Explore AI Models →

Open Weights. Total Sovereignty.

Explore and download our curated catalog of open-source LLM architectures. From ultra-lightweight models for local device execution to heavy foundation engines pre-configured for retraining.

Browse Full Model Library →

EDGE & LOCAL MODEL LIBRARY

Download ultra-fast, quantized open-source models (GGUF Q4_K_M / Q8_0) ready to run directly on consumer laptops, edge devices, or local hardware with zero token fees.

3BEDGE7BDESKTOP14BSTATIONGGUF Q4_K_M // ZERO-TOKEN COST

COMPLEX FOUNDATION ENGINES

Access state-of-the-art heavy reasoning architectures (Llama 3.2, Qwen 2.5, Phi 3.5) pre-aligned for enterprise workflows and internal infrastructure deployment.

LLAMA 3.2QWEN 2.5PHI 3.5OPEN BENCHMARK94.8%MMLU-PRO // MATH-500FOUNDATION REASONING STACK

1-CLICK WEIGHT FILE EXPORTS

Obtain the exact mathematical algorithm file containing 100% of functional model weights with a single click. Deploy on your own private cloud or air-gapped systems.

100% WEIGHTSAIR-GAPPEDGGUF / SAFETENSORS

RETRAIN PANEL INTEGRATION

Instantly connect any model from our open catalog directly into our QLoRA retraining panel to fine-tune parameters using your corporate operational data.

RETRAIN STUDIOQLORA v2.4LOSS: 0.124EPOCH 3TARGET:ALL-LINEARLORA RANK:r = 64 / a = 128STATUS:● CONVERGEDQLORA: READY // FINE-TUNED

Cognitive Automation & Dedicated AI Development

We take your enterprise to the next level by designing advanced AI pipelines. We adapt models, fine-tune algorithms with your own operational data, and deploy governed infrastructures ready to execute massive tasks with total precision and auditability.

Explore Methodology →
AX Control Architecture

How AX Filters and Controls AI Actions

ContextAccessPolicyPayloadIntentTokenIdentityRule OKExecutedAudited

Contextualize

Define the operational scope.
Phase 1
68.4%
OPERATIONAL
StatusActive
OwnerAX System
MetricContext

Permissions

Restrict tool execution.
Phase 1
VOLUME 561TBPROGRESS 50%
StatusActive
OwnerAX System
MetricAccess control

Design filter

Inspect the prompt and payload.
Phase 2
CANCEL
CLOSE WINDOW
StatusActive
OwnerAX System
MetricControl layer

Security protocol

Verify identity and policy.
Phase 2
68.4%
OPERATIONAL
StatusActive
OwnerAX System
MetricZero trust

Rules engine

Apply deterministic rules.
Phase 3
VOLUME 561TBPROGRESS 50%
StatusActive
OwnerAX System
MetricGuardrails

Integration

Connect enterprise tools.
Phase 3
CANCEL
CLOSE WINDOW
StatusActive
OwnerAX System
MetricAPI gateways

Traceability

Log decision telemetry.
Phase 3
VOLUME 561TBPROGRESS 50%
StatusActive
OwnerAX System
MetricAudit logs

Governed Autonomy

Secure, auditable execution.
Outcome
StatusContinuous
OwnerAX System
MetricProduction

Not everything is Chat!

Grab a coffee. Your first step toward innovation begins by talking with AX, the AXGLYNNE artificial intelligence. Together, you will brainstorm your bottlenecks, and AX will map out how our infrastructure and team can transform those blockers into automated systems.

Enterprise AI Infrastructure

The GLYNNE AI Architecture

Desde clusters acelerados por NVIDIA y modelos de pesos abiertos reentrenados, hasta orquestación MCP determinista y pipelines de inferencia de baja latencia. GLYNNE opera en la vanguardia técnica de la inteligencia artificial corporativa.

Case Study: The Servex Autonomous Ecosystem

Evidence of governed autonomy in production: We engineered an independent AI orchestration system for Servex—capable of processing high-volume product catalogs, resolving schema anomalies, and executing real-time ERP updates with 100% auditability.

Explore the Case Study
Problem: Ingesting high-volume manufacturing catalog
Constraint: Zero margin for pricing discrepancy in ERP
Policy: GLYNNE zero-trust token & permission check
Architecture: Bounding agent to catalog:write scope
AI Reasoning: Semantic matching for missing 3D geometry
Execution: Transactional commit to Servex ERP
Traceability: Immutable event append to audit log
Problem: LESRO 2026 Price List schema migration
Constraint: Detecting duplicate SKUs before write
AI Filter: Inspecting payload against security rules
Execution: Real-time matrix transformation for CET
Result: 100% auditable workflow execution completed
Problem: Ingesting high-volume manufacturing catalog
Constraint: Zero margin for pricing discrepancy in ERP
Policy: GLYNNE zero-trust token & permission check
Architecture: Bounding agent to catalog:write scope
AI Reasoning: Semantic matching for missing 3D geometry
Execution: Transactional commit to Servex ERP
Traceability: Immutable event append to audit log
Problem: LESRO 2026 Price List schema migration
Constraint: Detecting duplicate SKUs before write
AI Filter: Inspecting payload against security rules
Execution: Real-time matrix transformation for CET
Result: 100% auditable workflow execution completed

Architectural Rigor & Engineering Vision

GLYNNE is engineered by systems architects who believe AI cannot enter enterprise operations without strict deterministic control. We design the infrastructure that makes AI predictable, secure, and fully auditable.

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system: "GLYNNE Governance Engine"
mode: "Deterministic Enforcement"
---

# SECURITY TELEMETRY

> Verifying zero-trust identity keys...
> Evaluating agent operational permissions...
> Enforcing immutable audit trail logging...

[STATUS]: System Guardrails ACTIVE & PROTECTED.
Proven in Production Environments
SERVEX US - Enterprise AI & Catalog Automation Client
SERVEX US
Corporación Unificada Nacional CUN - Educational Institution
CUN
El Sol - Enterprise Business Client
El Sol
Nido Automation - Industrial Automation Client
Nido Automation
AXGLYNNE Enterprise AI Infrastructure Emblem
AXGLYNNE

Enterprise Governance & Control Access

We operate on a foundation of zero-trust security and complete auditability. Review our legal frameworks, data privacy protocols, and architectural documentation, or log in to manage your dedicated enterprise AI nodes.