Your company,
AI-Native.
Taut builds autonomous AI workers for the enterprise — from legal calculations to procurement, ecommerce and finance. A new level of intelligence with systems of action.
Legal Calculus
Automated damage calculations and litigation risk scoring at scale — labor, tax and civil law.
Ecommerce Ops
Inventory, pricing and catalog agents that react to demand and competitor shifts in real time across marketplaces.
Financial Services
Reconciliation, credit review and fraud detection running directly inside your banking and treasury systems.
Procurement
Vendor negotiation and contract review agents that protect your supply chain and cut spend.
Ads
Creative generation and cross-channel budget allocation tuned to your first-party data.
CLOSE TO THE CUSTOMER
We don't ship decks. We embed a small team of operators and engineers directly into your workflow — and leave you with production systems.
Embed
We join your team, mapping your data, workflows and operational friction from day one.
Build
Design agents that sit on top of your existing stack — no rip-and-replace, no migration pain.
Deploy
Ship production-ready agents in weeks. Real-world feedback from operators drives rapid iteration.
Scale
Hand off to your team or keep building. Every deployment makes the next one faster.
Deployed in the real world.
Intelligence that actually operates.
Data foundations
We map, unify and clean your operational data — the precondition for any agent that actually works in production.
Agent orchestration
Multi-agent graphs with clear guardrails, evals and human-in-the-loop where the risk profile demands it.
System integrations
Native hooks into ERPs, CRMs, warehouses and legacy stacks — agents that act on real systems, not sandboxes.
Observability
Full trace of every decision, cost and outcome — so your operators can trust and improve the system over time.
Operators, truly AI experts.
We don't pitch. We ship. Our team is engineers, ex-founders and domain specialists who embed in your operation, build what actually works, and stay until the metrics move.
Arnaldo Gualberto
PHD DEEP LEARNING · GDE · AI SPECIALIST
PhD in Deep Learning and Google Developer Expert in Machine Learning. Partner at Taut, former Staff Data Scientist at iFood and Senior AI Engineer at Advolve (exit iFood). Also served as Senior ML Engineer at Wildlife Studios and Arado. Rare expertise in LLMs, AI agents and cutting-edge ML, grounded in strong academic foundations.
Carlos Lira
AI ENGINEER · SOFTWARE EXPERT
AI engineer and mission-critical financial systems specialist. Partner at Taut and former founding lead engineer at Advolve (exit iFood), where he built AI agents for the marketing of giants like Cogna and iFood. Previously, as Head at Giant Steps Capital — Latin America's largest quant manager — rearchitected the trading system to scale from <R$1B to R$7B in AUM. Also worked at Credit Suisse, SAP and Ford.
Vitor Franco
PRODUCT · OPERATOR · FDE
Partner at Taut and former founding team at Advolve (exit iFood), working in product and as a FDE, translating client pain points into AI solutions. Founded Notus, a viral content agency with +5B views generated for 100+ global clients, and Bash, which served startups like Tractian, Artifact AI (a16z), Advolve and Sharpi in recruitment and HR. Combines product vision and marketing funnel building, with experience at fintechs like Stone and CloudWalk.
Reimagine your operation.
We take on a limited number of deployments per quarter. Book a session.
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