Zenne Tech
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Engineering · AI · Greater Vitória

AI Automation and Research Company for real processes.

Zenne Tech helps businesses in Greater Vitória identify, test and implement AI applications — from initial assessment to automation, team enablement and governance.

Request an AI assessment Explore services
  • Assessment
  • Proof of concept
  • Implementation
  • Training
Applied AIfrom challenge to operation
Engineeringfeasibility, risk and control

Company and partners

Technology, research and human development in one system.

Zenne Tech brings together engineering, business insight and scientific inquiry to turn complex problems into applicable decisions and solutions.

The company

Zenne Tech

A Brazilian technology and artificial intelligence company with a consulting approach. We start with operational context, assess feasibility and define where technology creates value.

Selected
Tiago Aguioncio Vieira, founder and CEO of Zenne Tech in Greater Vitória

Founder and CEO

Tiago Aguioncio Vieira

Engineer and independent AI researcher working on cognitive-affective systems and mathematical modeling. Creator of MDEI.

Professional profile
Select
Erica Emanuelle, career and business consultant at Zenne Tech

Career and business

Erica Emanuelle

Specialist in human development, professional positioning and financial analysis for small and medium-sized businesses.

Professional profile
Select

Public research

Knowledge supporting practical work.

Research is presented only within publicly available material. Core algorithms, source code and confidential extensions remain protected.

In development

01

Internal State Dynamics Model

Vectorial mathematical research into cognitive-affective states, temporal dynamics and stability in AI systems.

Dynamical systemsCognitive-affective AI
Ongoing research

02

Latent spaces and vector fields

Public inquiry into neural networks, latent geometry, Neural ODEs, attractors and emergent behavior.

Neural ODEsGeometry
Publications available

03

Computational emotional stability

Vectorial foundations and Lyapunov-based stability analysis for cognitive-affective architectures.

View public articles

Services

Artificial intelligence applied to your business processes.

Services for businesses in Greater Vitória, with clear stages for assessment, validation, implementation and support.

Luminous data flows connecting digital modules in an abstract coastal landscape
Featured · Greater Vitória

AI agent automation for businesses

We design AI-agent workflows for information retrieval, triage, organization, internal support and digital routines.

The solution starts with the company's process, defining automation boundaries, human decisions and recorded validations.

  • Process mapping
  • Agent workflow design
  • Controlled proof of concept
Assess an agent
Luminous data flows connecting digital modules in an abstract coastal landscape
Assessment

AI and process automation assessment

We analyze workflows, bottlenecks, repetitive tasks and information flows to separate viable opportunities from premature investment.

You receive a roadmap prioritized by impact, risk, dependencies and implementation effort.

  • Opportunity map
  • Use-case priorities
  • Risks and dependencies
Request assessment
Blue glass digital modules connected by data lines
Controlled validation

Prototyping and proof of concept

We turn a prioritized opportunity into a prototype that tests logic, response quality, sources and validation steps.

The PoC shows whether the solution works in the selected process, its limitations and the conditions required to move forward.

  • Acceptance criteria
  • Relevant test scenarios
  • Technical recommendation
Discuss a PoC
Blue glass digital modules connected by data lines
Architecture and integration

AI solution implementation

We plan the transition from prototype to usable solution, defining components, access, sources, integrations and responsibilities.

Architecture balances performance, privacy, cost, traceability, vendor dependence and maintenance.

  • Solution architecture
  • Authorized integrations
  • Testing and documentation
Plan implementation
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Enablement

AI training for teams

We train leaders and teams to use AI with judgment, security and autonomy through content adapted to their work.

Participants learn to structure requests, review answers, protect sensitive information and recognize human decision points.

  • Practical generative AI
  • Answer verification
  • Privacy and accountability
Request training
Meeting environment with an abstract blue data visualization
Security and control

AI governance and responsible use

We support rules for tool selection, usage and oversight, including data exposure, wrong answers, bias, access and human supervision.

Guidelines define authorized tools, restricted information, validation procedures and incident records.

  • Preliminary risk map
  • Internal use guidelines
  • Roles and responsibilities
Build governance
Career

CV, LinkedIn and professional positioning

Organize experience, skills and outcomes into a professional presentation aligned with real career goals.

The work may include CV, LinkedIn, academic CV and professional narrative, always faithful to actual experience.

Discuss career
Business

Valuation, P&L and financial planning

Organize and interpret financial information to support scenarios, negotiation, priorities and decisions in small and medium-sized businesses.

Scope depends on the information provided and does not replace audits, accounting or legal advice where required.

Discuss the business

Articles and publications

Research, guides and applied intelligence.

Search by title, category, author or date. Each publication has its own page and language selector when a translation is available.

4 items found

Practical guideAI + operations
Applied AI

AI agent automation for businesses in Greater Vitória

What to assess before automating a process and how to distinguish a demo from an operational application.

Zenne Tech editorial team6 min
Read article
Scientific articleLatent spaces
Scientific research

Neural network dynamics, latent spaces and mathematical foundations

Neural ODEs, latent geometry, manifolds and vector fields in complex AI systems.

Tiago Aguioncio VieiraExternal publication
Open publication
Scientific articleMDEI
Scientific research

Algebraic-dynamic formalization applied to MDEI

From vector table to cognitive-affective system: publicly available research foundations.

Tiago Aguioncio VieiraExternal publication
Open publication
Scientific articleLyapunov
Scientific research

Vectorial foundation and computational emotional stability

A Lyapunov-based architecture for cognitive-affective artificial intelligence.

Tiago Aguioncio VieiraExternal publication
Open publication

News and information

Updates from Zenne Tech.

Practical guidance on AI adoption, business automation, governance, training and public research.

Local guide

First steps to automate processes with AI in Greater Vitória

A roadmap for businesses that want to investigate AI applications without starting with a software purchase.

Read information
In preparation

How to select the first process for AI automation

Repetition, data, risk, supervision and operational impact.

In preparation

AI governance for small and medium businesses

Principles for tools, data, result review and responsibilities.

Editorial channel

New publications without a database

A standard HTML model keeps text, images, languages and metadata consistent.

Initial conversation

Which process needs to work better?

Describe the challenge. The conversation starts with business context, not a preselected tool.