TNE.ai™ (Total Neural Enterprises) is a software company that makes AI transformation real for enterprises in financial services, private markets, and customer experience. We provide the tools, methodology, and infrastructure to move from AI interest to working production systems — in as few as 90 days. Our team has built mission-critical software at Microsoft, Amazon, Apple, and Google across over 35 years of platform revolutions, with operations in the US, Singapore, and Europe.
Our platform has three layers. Catalyst™ is the transformation service: the human layer that gets your people aligned, trained, and capable before you invest heavily in infrastructure. Compass™ provides pre-built industry agent fleets for your domain — pre-trained, governed, and ready to configure against your data. Orion™ is the infrastructure platform: model routing, governance, sovereign deployment, and cross-platform portability.
- Catalyst — AI transformation service covering planning, training, and ongoing coaching for business and technical teams
- Compass — pre-built agent fleets for financial services, private markets, and customer experience; your IP, trained on your data
- Orion — infrastructure platform for model routing, governance, sovereign deployment, and cross-platform portability
- 90-day production deployment — from first workshop to a working system before the next board meeting
- Mission-critical design — five-layer hallucination prevention, full audit trails, and enterprise security from day one