Benefits: What You Get from TNE.ai
Three numbers. Not projections — what we are measuring in production deployments today. 10x productivity gains in targeted workflows. As few as 90 days from first conversation to running in production. Up to 50–80% lower inference costs through automatic model routing. These are not aspirational targets from a vendor slide deck — they are outcomes from clients who started where you are now.
The reason these numbers hold is structural. Most enterprise AI projects fail because they treat AI as a software project: long scoping phases, bespoke integrations, and a go-live that arrives after the business case has expired. We inverted the model. TNE starts with a measurable outcome, deploys on pre-built infrastructure, and ships to production in ninety days. The gains compound because your AI agents keep running — learning your business, your customers, and your data — while a competitor who starts later is still in discovery.
10x and Compounding
10x productivity gains in targeted workflows are what TNE is measuring in production deployments today — and unlike cost reduction, the gains compound the longer your AI runs. Every day your agents learn more about your business, your customers, and your market. Competitors can buy the same models; they cannot buy what your AI has learned. Most AI vendors sell efficiency. TNE sells growth, because cost cutting has a floor and revenue growth does not.
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90 Days to Production
From first conversation to running in production in as few as 90 days — not the 18-month pilot that never graduates that defines the industry standard. Catalyst Starter is a one-day workshop producing a working proof-of-concept, a RoAI business case, and a 90-day production roadmap before end of day. Pre-built Compass Fleets and Orion infrastructure remove the foundational work that makes AI projects slow. Ninety days later, production before the next board meeting.
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Minimal Lock-In
Your AI, your data, your infrastructure — framework-agnostic and built on open source foundations you can own independently. Orion runs on Microsoft, Salesforce, Google, or your own systems, so your agents and training come with you if you switch. Automatic model routing delivers up to 50–80% lower inference costs that update as prices change, with no re-engineering. The open foundation means your AI investment is permanently yours, not a subscription you lose access to.
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