Real AI ROI: 24/7 Productivity per Employee
No per-seat fees. Every employee can deploy agents in minutes on one centralized AI platform with enterprise-grade security and privacy.
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One Secure Platform. Every AI. Company-Wide in One Week.
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The four blockers that keep enterprise AI ROI trapped.
C-I-M-A is the result of TESS extensive research on why enterprises fail to capture AI ROI. If one factor breaks, ROI collapses. When all four are solved together, enterprise AI starts compounding.
Cost
Enterprise AI budgets are quietly consumed by per-seat licensing long before any results appear. As companies try to scale access, costs multiply while adoption stays flat — which explains why even Fortune 500s average fewer than 500 ChatGPT licenses despite having tens of thousands of employees. The math breaks down before transformation ever begins.
Impact
Having AI available is not the same as putting it to work. In most organizations, employees still treat AI as a glorified search engine — asking isolated questions and moving on. The result is a tool that costs real money but changes nothing operational, leaving hallucinations as a daily frustration and ROI as a distant aspiration.
Multi-Model
In 2025 alone, more than 3,000 new AI models were released — each with different strengths, costs, and capabilities. Committing to a single model means locking your teams out of every breakthrough that follows. But switching to an AI wrapper is not the answer either: wrappers provide model access while stripping away everything that actually drives impact — agents, deep research, memory, skills, and enterprise integrations. They are token resellers, not transformation partners.
Adoption
Most enterprise AI programs begin with a POC and never graduate from it. Organizations cycle through pilots scoped to a handful of problems, never building the momentum needed to justify the investment. Worse, top-down rollouts consistently trigger fears of job displacement — pushing employees away from the very technology meant to empower them. When TESS is invited to lead a POC, we decline 75% of the time, because the problem is simply not compatible with AI. Real adoption requires a fundamentally different approach.
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Enterprise customers consistently report 3x ROI with TESS — in under 9 months of deployment.
We built TESS specifically to solve every variable in the equation.
The Enterprise AI Transformation Equation
Unlimited Seats for Free
Give access to everyone without cost friction. In enterprise deployments, TESS implementation is on average 80% more cost-efficient than rolling out a basic ChatGPT-only strategy.
Agents Live in Minutes
Each employee can build and launch AI agents quickly with any model in the ecosystem. In the first month, around 10% of employees typically have agents improving productivity.
The Biggest AI Ecosystem
Access the largest AI ecosystem in one secure workspace. Teams can select the best model for each use case with full privacy, governance, and control.
Instant AI Adoption Across Teams
Agents created by colleagues become reusable assets for the organization. This reduces fear of replacement and drives fast, collaborative adoption from teams to enterprise scale.
Grupo Profarma accelerated enterprise AI adoption with TESS and elevated AI leadership across the company.
Joining TESS AI's platform changed everything for us. I was promoted to Head of AI, and the company was recognized as one of the most innovative in the market — a direct result of what we built together with TESS.
Daniel Uderman
Head of AI at Grupo Profarma
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I built a team of autonomous agents that detect new products added to Drive and automatically place them on AI-generated models. I cut our studio costs by 50%, and these agents now operate like a production team, processing more than 15,000 products per quarter.
Andre Storari
Marketing Manager at Reserva (Listed Company)
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USE CASES
One Prompt. 40 Operations.
Tasks Done Automatically.
TESS agentic chat chains up to 40 skills in a single prompt — automating complete, multi-step workflows across your entire organization without any coding.
ECONOMICS
Save up to 90%.
Usage-based pricing means you pay for intelligence consumed, not seats occupied.
Companies using TESS save an average of $33,600/year compared to per-seat alternatives — while accessing 10x more AI models.
BOTTOM-UP ADOPTION
Three steps.
No IT department needed.
Skip the pilot purgatory. Start transforming your work today.
Design
Create AI agents that mirror your workflow. Drag, drop, configure — no code required.
Deploy
Share agents with your team via a simple link. Anyone can use them instantly — zero training.
Scale
Watch adoption spread organically. Bottom-up beats top-down — every time.
TRUST & COMPLIANCE
Enterprise-grade
security.
Your data stays yours. Always encrypted, always compliant, always under your control.
Put AI in the hands of every employee
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