Decision Operating Systems

AI that coordinates your most important decisions over time.

AI-native platforms that help people make complex decisions across everyday life — starting with travel.

First product: Voyami — intelligent travel planning powered by AI.

Voyami is live. Try it today.
Live Now

Plan trips with AI that understands how you travel

Voyami coordinates destinations, timing, and logistics into personalized trip plans that get better with every journey.

Travel Persona Quiz — Discover your travel style in minutes

Travel Persona Quiz

Discover your travel style in minutes

AI Itinerary Builder — Generate a full trip plan instantly

AI Itinerary Builder

Generate a full trip plan instantly

Map + Timeline — Explore your journey visually

Map + Timeline

Explore your journey visually

Voya AI Chat — Refine plans with Voya AI

Voya AI Chat

Refine plans with Voya AI

Start Planning a Trip

Takes ~5 minutes to set up your travel profile

Example Trip Created by Voyami

What Voyami actually produces

A representative itinerary showing how Voyami coordinates destinations, timing, and activities into a personalized trip plan.

Italy — 10 Days

Personalized for The ExplorerNature + culture, moderate pace

AI Generated
Rome
Florence
Tuscany
Venice
Day 1–2

Rome

Colosseum & Roman Forum
Trastevere dinner walk
Vatican Museums morning
Day 3–5

Florence

Uffizi Gallery
Tuscan countryside day trip
San Lorenzo market
Day 6–7

Tuscany

Chianti wine route
Siena historic center
Val d'Orcia sunset drive
Day 8–10

Venice

Grand Canal sunset walk
Murano glass workshops
Rialto Market morning

Representative example — actual itineraries are generated by Voya AI based on your travel persona and preferences

See how Voyami plans a trip in minutes

Your journey, step by step

From travel persona to polished itinerary in four steps. Each one powered by the Decision OS.

1

Reveal Your Travel Persona

Answer a few thoughtful questions. Voyami adapts destinations, plans, and real-time guidance around you.

The Explorer — Nature + culture focus, moderate pace
2

Build Your Itinerary with Voya AI

Voya AI assembles destinations, activities, timing, and logistics into a complete trip plan.

Italy — 10 days: Rome → Florence → Tuscany → Venice
3

Explore on Map + Timeline

See where you're going and when. Everything stays in sync as your plans evolve.

Always in sync — map, timeline, and itinerary connected
4

Refine With Voya Co-Pilot

Plans update when life happens. Ask Voya to adjust, add stops, or find new experiences.

"Add more scenic stops between Florence and Venice"

Takes ~5 minutes to set up your travel profile

Today's tools answer questions.They don't manage decisions.

Planning a trip means coordinating flights, hotels, activities, timing, budget, and personal preferences across dozens of disconnected tools. AI assistants help with individual questions — but they can't coordinate complex decisions that unfold over time and context.

This is the problem Decision Operating Systems solve. Not better search. Not another chatbot. A system that understands your goals, coordinates across services, and gets smarter with every outcome.

Today
Search enginesReview sitesSpreadsheetsChat assistantsBooking tools

Fragmented tools. No coordination.

Decision OS
Voyami — coordinated intelligence

One system. Every decision connected.

What Makes a Decision OS Different

From AI Assistants toDecision Operating Systems

Traditional AI answers questions then forgets. A Decision OS coordinates complex decisions that unfold over time and context — and gets smarter with every outcome.

1

Persistent Context

The system remembers your preferences, constraints, and past decisions. In Voyami, your travel persona and itinerary history compound into better recommendations over time.

In Voyami: Your travel persona evolves with every trip
2

Multi-Step Coordination

Agents orchestrate APIs, services, and workflows automatically. Voyami coordinates flights, hotels, activities, timing, and logistics into a single coherent plan.

In Voyami: Full trip plans from a single conversation
3

Reasoning & Tradeoffs

AI evaluates competing options against your actual constraints — budget, timing, preferences, group dynamics — not just keyword matching.

In Voyami: Plans shaped by how you actually travel
4

Outcome Learning

Every decision makes the system smarter for the next one. Feedback loops turn individual choices into compounding intelligence across your decision history.

In Voyami: Every trip makes the next one better

AI that remembers your decisions

Traditional AI assistants forget every conversation. Decision Operating Systems maintain persistent context — your preferences, constraints, past choices, and outcomes — so every decision becomes smarter over time.

A platform for decision intelligenceacross everyday life

Each product builds deep domain intelligence. The shared platform makes every product stronger.

Voyami

Available Now

Intelligent travel planning that learns how you travel. Voyami coordinates destinations, timing, and logistics into personalized trip plans that get better with every journey.

Travel persona system
AI itinerary builder
Map + timeline sync
Voya AI co-pilot

Brickami

Property decisions
Coming Soon

AI that coordinates buying, designing, and managing homes and investments.

Sportami

Athletic decisions
Coming Soon

AI that coordinates training, nutrition, and performance across sports.

Your data.Your rules.

Decision systems understand your preferences, constraints, and goals. That data stays yours — always.

Privacy-first architecture: consent-gated analytics, PII redaction at every layer, self-hosted analytics infrastructure, and Global Privacy Control support.

End-to-end encryption
Granular permissions
Zero data sale
How We Protect Your Data

Platform Status

Toutami is building a platform of AI-native decision systems across multiple life domains.

Voyami
Travel decisions
LIVE
Brickami
Property decisions
In Development
Sportami
Athletic decisions
In Development

Built for modern AI applications

Toutami platforms are built using modern cloud-native architecture designed for scalable AI systems.

AI model orchestration
Distributed data infrastructure
API-driven service architecture
Real-time decision systems
Privacy-first analytics

Toutami is built on Google Cloud Platform, leveraging Cloud Run for containerized deployment, Cloud Build for CI/CD, Cloud SQL for managed databases, and Artifact Registry for container management. The platform is deployed in us-central1 with auto-scaling infrastructure.

Start making betterdecisions

Voyami is the first Decision Operating System. Try intelligent travel planning that learns how you travel — and gets smarter with every trip.