Enterprise AI, optimised for value, control and scale.Discover AI Economics
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Private AI.
Built on Real-World Experience

Deploy and govern multiple AI models inside your data perimeter. T-Flux Enterprise connects trusted data, customer-controlled LLMs and operational controls to keep deployments secure, explainable and aligned to the business case. Since 2016, Solveworx has worked with banks across EMEA, Australia & Asia/Pacific, delivering innovation, technology strategy and operational transformation. [..more about Solveworx]

Book a discovery session..Discover AI Economics
T-Flux Ultra private AI lifecycle: a query is securely ingested and retrieved, orchestrated, processed by controlled models, and delivered without external data exposure. The organisation’s knowledge compounds into an AI asset over time.

AI Economics / AI FinOps

The real cost of enterprise AI isn’t the price of tokens. It’s inefficient AI engineering.

Foundational models are now commodities — open to all.Do you know what isn’t a commodity?Understanding the computational mathematics that drives AI and how to engineer AI models to deliver maximum business value at the lowest possible compute cost.

Solveworx applies advanced data science, computational mathematics, optimisation algorithms and the latest model architecture expertise to continuously tune the inference engine—so every workload delivers more value with less compute. That experience underpins T-Flux Ultra — our enterprise AI orchestration platform designed for organisations requiring control over their data, infrastructure, models and AI operations.

01Lower GPU utilisation
02Lower token consumption
03Better model selection
04Higher throughput
05Faster response times
06Lower operating costs

T-Flux Ultra

The enterprise AI fabric for data-regulated, data-secure, data-sensitive and data-secret entities.

T-Flux Ultra is an enterprise-class AI orchestration and management suite that enables organisations to deploy, govern and scale multiple large language models securely within their own data perimeter—on premises or within a private cloud or data estate.

Get a live TFlux Ultra Demo
Private AI environmentGoverned
Model 01Model 02Model 03
T-Flux Ultra CoreMulti-model intelligence orchestration
01 · Select02 · Analyse03 · Synthesise

Enterprise control

A panel of domain experts, not just one.

T-Flux Ultra can host and coordinate multiple private or vendor LLMs concurrently, applying proprietary computational selection logic to create an accurate, complete and compliant composite output.

01

Multi-model intelligence

Coordinate multiple LLMs simultaneously and draw on each model’s strengths for more context-relevant responses.

02

Private by design

Keep data, models and AI workloads within your controlled environment.

03

Governed retrieval

Ground responses in internal data, policies and governance frameworks.

04

Expert models

Create specialised, domain-specific models trained on proprietary knowledge and intellectual property.

05

Business-case driven AI

Fixed monthly pricing, cost-capped deployments, predictable operating expenditure and measurable ROI.

Professional services

Optimise once. Deliver always

01

AI strategy & advisory

Enterprise AI strategy, readiness, operating models, governance and business-case development.

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02

AI economics & FinOps

GPU and compute optimisation, model selection, inference architecture and cost-to-value analysis.

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03

AI engineering & optimisation

Benchmarking, prompt and context optimisation, RAG optimisation and production performance tuning.

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04

Private AI deployment

On-premises, private cloud and sovereign AI designed for secure enterprise environments.

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05

Knowledge & SLM services

Data preparation, knowledge-base design, governed RAG, specialist model build and validation.

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06

AI implementation

Discovery, proof of concept, pilot, production deployment, integration and managed optimisation.

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Bank & Customersour portfolio since 2016
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Industry solutions

Mission-critical AI, built around your environment.

For organisations where data sensitivity, regulation and operational control are fundamental—not optional.

Security & trust

Your models. Your data. Your perimeter.

Turn fragmented public-cloud experimentation into governed, explainable and scalable private AI infrastructure.

1

Data sovereignty

Deploy within your infrastructure so sensitive data remains under enterprise control.

2

Guardrails & governance

Embed security rules, operational limits and compliance controls within the running environment.

3

Visibility & audit

Maintain visibility into AI reasoning, model behaviour and enterprise workflows.

Start with the business case

Make enterprise AI predictable, private and valuable.

Book a discovery session to explore your AI economics, architecture and optimisation opportunity.

Book a discovery session