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T2S TECH LLCAI-FIRST ENGINEERING

Build what is next.
Ship what matters.

We turn complex problems into production software, combining agentic engineering workflows with experienced human judgment.

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AI accelerates delivery. Experienced engineers own the critical decisions.
From your challenge to accountable softwareModels (Claude, ChatGPT, Gemini, Muse Spark, Qwen, Z.ai, Kimi) and tools (Claude Code, Codex, Antigravity, Cursor, OpenCode, Pi, Devin, Hermes, OpenClaw) accelerate delivery. Diverse human decision-makers review architecture, security, quality and product, apply judgment and own the accountable software shipped to production. These are illustrative options, not exclusive providers or partnerships.From your challenge to accountable softwareModels (Claude, ChatGPT, Gemini, Muse Spark, Qwen, Z.ai, Kimi) and tools (Claude Code, Codex, Antigravity, Cursor, OpenCode, Pi, Devin, Hermes, OpenClaw) accelerate delivery. Diverse human decision-makers review architecture, security, quality and product, apply judgment and own the accountable software shipped to production. These are illustrative options, not exclusive providers or partnerships.

AI + Human

AI accelerates. Humans orchestrate. T2S delivers.

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PROOF UNDER PRESSURE

Built for operations that cannot stop.

Our roots are in complex operations, integrations and environments where reliability is not optional.

  • 800+projects delivered
  • 20+years engineering since 2003
  • 140+client companies
  • 500k+programming hours

Clients include JBS, Eldorado, Santos Brasil and Super Terminais.

JBS · Port operations

An emergency operation, made possible in two weeks.

A custom solution on Navis N4, the terminal operating system, with external integrations and regulatory traceability, delivered in two weeks.

Read the case ↗
2 weeksfrom urgent need to operational delivery
Eldorado · Export operations

From 10 minutes to 3, one automated export workflow at a time.

An automated export declaration (DUE) workflow, integrated with SISCOMEX, Brazil’s foreign trade system, cut issuance from 10 minutes to 3.

Read the case ↗
10 → 3minutes per export declaration (DUE)
Super Terminais · Resilient operations

Keeping a remote operation moving when connectivity could not be trusted.

An offline-first solution kept a remote transshipment operation moving through a severe Amazon drought.

Read the case ↗
27 vesselsand 33,000+ containers moved through the drought
The partnership with T2S is delivering highly satisfactory results. In one year, they did what our team would have taken about three years to do.
William Vale · Systems Analyst, Santos Brasil
One year delivered; about three years estimatedWilliam Vale, Systems Analyst at Santos Brasil, reports that the T2S partnership delivered in one year work his internal team would have taken about three years to do; the longer duration is his estimate, not an observed result or a performance forecast.T2S partnership1 YEARDeliveredInternal team estimateABOUT 3 YEARS0123
Client testimonial. Not a performance forecast.
WHAT WE DO

Choose the first move, not the biggest promise.

Start with a clear problem. Scale only when the evidence says to.

01

AI-First Discovery

A focused path from a high-value problem to a tested first move.

DISCOVER
02

AI-Native Delivery Pods

Experienced specialists and supervised agents, organized around outcomes.

ORCHESTRATE
03

Modernization and Integration

Incremental change for the systems your operation already depends on.

INTEGRATE
04

AI Quality and Reliability

Evidence, testing and guardrails for software accelerated by AI.

CONTROL
05

Managed Evolution

The capacity to keep improving after the first release.

EVOLVE
THE POINT OF VIEW

AI makes the work faster. Judgment makes it real.

Software does not live in a demo. It lives inside operations, constraints, integrations and decisions that carry consequences.

We bring AI-native engineering into the systems you already depend on.

Model-agnostic by design. Accountable by default. We choose the right combination of models, tools and human checkpoints for each data boundary, delivery risk and business outcome.From signal to accountable softwareIllustrative diagram: signal enters; the right combination of models, tools and human checkpoints applies judgment; accountable software is the outcome, chosen for each data boundary, delivery risk and business outcome.What turns signal into accountable software?SIGNALmodelsmodel-agnostictoolshuman checkpointsJUDGMENT · the right combinationACCOUNTABLESOFTWAREAI-native engineeringChosen for each data boundary · delivery risk · business outcome
THE DELIVERY SYSTEM

Five modes.
One accountable team.

The work changes shape as an idea becomes a product. Our teams are built to move with it.

01

Prototyper

Generate new ideas and prototypes, knowing most will not ship.

Illustration of the Prototyper mode
a mode of work, not a job title
02

Builder

Turn validated ideas into production-grade product and infrastructure.

Illustration of the Builder mode
a mode of work, not a job title
03

Sweeper

Simplify the system, remove what does not help and optimize performance.

Illustration of the Sweeper mode
a mode of work, not a job title
04

Grower

Iterate on a shipped product to improve its fit with the market.

Illustration of the Grower mode
a mode of work, not a job title
05

Maintainer

Keep mature systems secure, reliable, fast and efficient as they scale.

Illustration of the Maintainer mode
a mode of work, not a job title
AI-FIRST TRANSFORMATION

From scattered experiments to a living capability.

Most companies do not need another isolated AI demo. They need a durable way to deploy models, agents, automation and custom software inside the boundaries of their business.

Explore AI-first transformation
From experiments to a governed AI capabilityScattered models, agents and automation feed one AI operation with human supervision and policies; connected multi-agent workflows and business systems return audit evidence to keep the capability evolving.SCATTERED EXPERIMENTSAudited · EvolvingModelsAgentsAutomationAI operationHuman supervisionPolicies · model routingContext · integrationsWorkflowsMulti-agentSystemsConnected
People, agents and systems. Connected by design.
LEADERSHIP

Meet the humans who orchestrate.

  • Portrait of Ricardo Pupo Larguesa
    Ricardo Pupo Larguesa
  • Portrait of Rodrigo Lopes Salgado
    Rodrigo Lopes Salgado
READY WHEN YOU ARE

Your operation cannot wait for the next quarter.

Bring us the hard problem.

What happens next

  1. Share the problem, the constraint or the opportunity.
  2. We reply with the next useful question.
  3. We help you find the smallest credible step toward a better system.
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