Deployment boundary
On-prem, private cloud, or Solveworx-hosted enterprise environment.
Architecture
The full end-to-end enterprise AI stack.
T-Flux is not a single model or a simple interface layer. It spans deployment, ingestion, governed retrieval, orchestration, proprietary SLM creation, workflow automation, governance, and observability in one enterprise operating platform.
Platform stack
Layered architecture
This visual stack explains how T-Flux connects enterprise applications and data with secure multi-model AI.
Platform stack
Eight layers, one operating platform.
Every layer is designed to work together, from a controlled deployment boundary through to evidence-led operations.
Tenant and control plane
Workspace isolation, security baseline, identity, and enterprise administration.
Model catalogue
On-site model integration for approved model families, GGUF, SafeTensor, and private endpoints.
Governed retrieval layer
Connectors, documents, repositories, databases, APIs, metadata, ACLs, and retrieval control.
Proprietary SLM creation
Purpose definition, source onboarding, corpus preparation, train and tune, validation, and publication.
Orchestration and reasoning
Multi-model synthesis, policy-aware response generation, and workflow control.
Workflow automation
Agents, batches, scheduled tasks, and job execution history.
Audit-ready observability
Compute and Models, Data Plane, Quality and Governance, Batches and Agents, Reporting and Exports.
Data flow
How intelligence moves through the platform.
The architecture is strongest when shown as an end-to-end flow rather than as disconnected components.
- 01
Connect
Documents, systems, repositories, APIs, and knowledge sources.
- 02
Govern
Apply ACLs, trust labels, visibility rules, and lifecycle controls.
- 03
Retrieve
Ground prompts in enterprise sources using policy-aware access.
- 04
Orchestrate
Route requests across approved models and synthesis logic.
- 05
Observe
Capture evidence, metrics, policy outcomes, and exports.
Enterprise outcome
Private, multi-model enterprise AI built for control.
T-Flux brings data, approved models, governed retrieval, orchestration, workflows, and audit-ready observability into a coherent enterprise platform.