The problem we're solving
Public Beta Q4 2026

Spend less time managing.
More time living.

Trip planning. Buying a home. Getting fit. Managing money.
Each one means juggling a dozen apps, websites, and phone calls — and doing all the coordination yourself.

There's a better way.

Join 312 people already waiting.
See the problem
14
tabs to plan one trip
23
apps the average person juggles
0
of them talk to each other
The problem we're solving

Every app solves one thing.
Life isn't one thing.

Planning a vacation takes 14 browser tabs and three weekends. Buying a home means coordinating a dozen strangers across six months. Getting fit requires four apps that don't talk to each other. The digital world was supposed to make your life easier. It made it more complicated.

✈️ Google Flights
🏨 Booking.com
🗺 TripAdvisor
🌤 Weather.com
💬 WhatsApp
📋 Google Docs
💰 XE Currency
📸 Instagram
🚕 Rome2Rio
⭐ Yelp
+4 more
Your notes doc, 3 days in
✈️ Flights — still comparing
BA via London: $1,240 · Delta direct: $1,420 · Lufthansa via Frankfurt: $980 (bad times)
🏨 Hotels — Rome shortlist
Hotel Campo de' Fiori ✓ · Hotel Indigo (expensive?) · Airbnb near Trastevere (3 nights)
⚠️ Still need to figure out
Amalfi Coast ferry times · Sorrento hotel (partner's birthday) · Car rental vs train · Restaurants in Naples · What to do about the overlap in Venice…
Budget: probably around $4k? Maybe more? Need to add it all up…
Person overwhelmed by trip planning
10 tabs open
3 days of research
Still not done
14
browser tabs to plan one trip
6h
average time spent on a long weekend plan
23
apps used by the average person monthly
0
of them talk to each other
What NeedfulThinx™ does for you

Say what you want.
NeedfulThinx™ gets it done.

Tell NeedfulThinx™ what you're trying to accomplish. The platform assembles the right agents, does the research, coordinates the moving parts, and delivers you a complete outcome — not a list of links.

Amalfi Coast Italy
🗺
Plan a trip
"Plan 10 days in Italy for two. We love food, art, and avoiding tourist crowds."
Today
14 tabs. 3 weekends. Spreadsheet. Still not sure if the hotels are good.
NeedfulThinx™
Full itinerary, flights found, hotels ranked, daily plan. 90 seconds.
Wedding celebration
🎉
Plan an event
"Help us plan a 40th birthday weekend for 20 people in Nashville. Budget around $8k."
Today
Group chat chaos. Venue calls. Deposits. Someone always drops the ball.
NeedfulThinx™
Venue options, catering quotes, guest coordination, timeline — handled.
Person working out
💪
Get fit
"I want to run a half marathon in 6 months. I'm starting from scratch and have 45 minutes a day."
Today
MyFitnessPal. Strava. YouTube videos. A plan you found on Reddit. Abandoned by week 3.
NeedfulThinx™
Adaptive training plan, nutrition guide, weekly check-ins. Adjusts when life happens.
Beautiful home
🏠
Buy a home
"We're ready to buy our first home in Austin. Budget $650k, need good schools, 3 beds."
Today
Zillow. Realtor calls. Mortgage pre-approval. 6 months of stress.
NeedfulThinx™
Market analysis, mortgage simulation, shortlisted homes, attorney on standby.
Financial planning
💼
Get your finances in order
"I want to retire at 55. I'm 38, make $140k, have $180k saved. Where do I start?"
Today
Three apps. A financial advisor who doesn't call back. General anxiety.
NeedfulThinx™
Savings plan, investment strategy, tax optimization — a real roadmap in minutes.
Introducing NeedfulThinx™

You express intent.
We handle execution.

One platform. You say what you want in plain language. NeedfulThinx™ assembles the right AI agents, does the work, and delivers you a complete outcome — not a list of links.

No apps to install. No coordination. No cognitive overhead. Just outcomes.

The transformation

From chaos to clarity.
Instantly.

Same goal. Same person. Completely different experience.

Before
Planning a trip to Italy
Person stressed at desk
"I've been at this for three days and I still haven't booked anything."
😮‍💨
Open 14 browser tabsGoogle Flights, Booking.com, TripAdvisor, Yelp, Weather.com, XE Currency, Rome2Rio, WhatsApp, your notes doc…
⏱️
Spend 6+ hours researchingCompare flights. Read reviews. Make a spreadsheet. Argue about the spreadsheet. Lose the spreadsheet.
😤
Still not sureAre those hotels any good? Is that flight price going to drop? Will the weather be okay in Amalfi in October?
📞
Make three phone callsThe Sorrento hotel doesn't have their birthday suite available. Back to searching.
→
With NeedfulThinx™
Same trip. Done in minutes.
Couple happy looking at laptop
"Done. We're going to Amalfi for our anniversary."
💬
Tell us what you want"10 days in Italy, two people, love food and art, avoid tourist crowds, mid-October." That's it.
⚡
Agents get to work immediatelyFlights found. Hotels ranked by what matters to you. Day-by-day itinerary built. Local experts consulted.
✅
You review and approveSee the full plan. Adjust anything. Approve the pieces you want. You stay in control — the platform does the legwork.
🎉
The Sorrento specialist reaches outA local expert — automatically surfaced — adds the hidden gems that no travel site would ever find.
You're always in control

The platform works.
You decide.

NeedfulThinx™ doesn't do anything without you. It assembles the options, does the research, coordinates the experts — and then puts you in the driver's seat. Every step is transparent. Every decision is yours.

✈️
Flights found
3 options found. Best value: Delta direct, $840pp. Shown with full comparison.
✓ Done
🏨
Hotels ranked for you
Ranked by your preferences — boutique, central, highly rated. Top 5 shown.
✓ Done
👨‍⚖️
Local Sorrento expert reviewing
A specialist is adding local recommendations to your Sorrento days. Results in ~2 hours.
⏳ In progress
📅
Final itinerary ready to review
Day-by-day plan with timings, restaurant bookings, and transport. Awaiting your approval.
Awaiting approval
Person relaxed, in control
Your Italy trip is ready to review
10 days · 2 people · Rome, Amalfi, Sorrento

Less managing.
More living.™

You have a life to live. NeedfulThinx™ handles the coordination, the research, the follow-up — so you can focus on the parts that actually matter.

Early access is free. No credit card. No commitment.

For partners & builders

Your expertise.
A much bigger stage.

Whether you've built a complete workflow platform or you have deep knowledge in a specific domain — NeedfulThinx™ puts you in front of the right people at exactly the right moment.

I build platforms I have specific expertise
The problem with expertise today

Great expertise.
Invisible reach.

The world is full of experts who solve real problems. Almost nobody who needs them can find them at the right moment.

🔍

Discovery is broken

A Sorrento travel expert with 20 years of knowledge sits behind a blog that gets 200 visitors a month. The person who needs them is on Google, finding nothing useful.

⏱️

Time traded for income

Every dollar an expert earns requires their time. One client at a time. Your knowledge can only reach as many people as your calendar allows.

🏗️

Distribution costs a fortune

Building a platform means marketing spend, user acquisition, product development. Most experts never get there. The knowledge stays locked up.

"The world's most valuable knowledge is trapped in the heads of people who don't have a platform to share it at scale. NeedfulThinx™ is that platform."

Platform Builder

You own the workflow.
We bring the world to it.

A top-level agent partner owns a complete domain — the questions to ask, the data to gather, the decisions to make, the outcome to deliver. You bring that expertise as an agent. NeedfulThinx™ brings the users, the infrastructure, and the payments.

✓
You own the workflowThe UI, the agent logic, the experience. NeedfulThinx™ provides identity, memory, payments, and orchestration.
✓
Access to our user base and memory graphYour agent starts with full context — not from zero.
✓
Revenue share — you keep the majority~70% to you. Payments, billing, and disputes handled by the platform.
Team building a platform
Example
A real estate firm builds a Home Buying agent
30 years of expertise, now running 24/7 for thousands of users simultaneously.
Who this is for
🗺 Travel Agency

Your trip expertise becomes an agent running for thousands of clients 24/7.

🏠 Real Estate Firm

Guide buyers from search to closing with your firm's expertise embedded.

💪 Wellness Platform

Personalized plans, progress tracking, adaptive coaching — at unlimited scale.

💼 Financial Advisory

Deliver retirement planning and investment strategy to users who'd never make it through your door.

🎓 Career Platform

Job search, resume optimization, interview prep — your methodology running around the clock.

✦
Your domain here
Deep expertise in how a complex problem gets solved? You belong here.
Expert

Deep knowledge.
Published once. Paid forever.

A micro-agent is a focused capability — one problem, solved really well. You publish it once. The platform discovers it in context and invokes it automatically when a user's situation matches. You earn every time.

Expert with knowledge
The idea
Marco has 20 years living in Sorrento
He publishes a micro-agent. It gets invoked 8,000 times this month — while he sleeps.
Digital
Fully automated. Runs 24/7 at any scale. Your knowledge encoded once, invoked endlessly.
e.g. Sorrento guide · Health check · Tax analyzer
Human
You're notified. You review, advise, or create. Your response flows back into the user's workflow.
e.g. Attorney review · Interior design · Medical consult

Both models earn on every invocation. Both reach people at exactly the moment they need you. No marketing. No client acquisition. No cold outreach.

🍋
Sorrento Local Expert
Digital · $4 / invocation

A travel blogger encodes 20 years of Sorrento knowledge — restaurants locals eat at, beaches tourists miss — into a micro-agent.

INVOKED WHEN
Any travel plan includes Sorrento or the Amalfi Coast.
👨‍⚖️
Property Attorney Review
Human · $18 / review

A licensed attorney receives a notification when a home purchase reaches the offer stage. Reviews terms asynchronously. Result flows back into the user's conversation.

INVOKED WHEN
Home purchase workflow reaches the contract stage.
🩺
Destination Health Brief
Digital · $2 / invocation

A medical data company cross-references destination health advisories, vaccination requirements, and the user's profile. Invoked silently on any international travel plan.

WHO BUILDS THIS
A medical data startup, health insurer, or public health org. Their data, monetized per use.
🎨
Interior Design Brief
Human · $45 / session

An interior designer reviews the floor plan and delivers a moodboard and style brief asynchronously — directly into the user's home purchase workflow.

THE ECONOMICS
$45 per session. 200 sessions a month. Zero marketing spend.
What the platform gives you

We bring the customers.
You bring the knowledge.

👥

Distribution without marketing

Your agent surfaces at the exact moment users need it — because the platform recognized the context. You never spend a dollar on acquisition.

⚡

Monetization built in

Every invocation is a transaction. You set the price. The platform handles billing, collection, and payouts. Knowledge flows, money follows.

🧠

Context you couldn't get alone

When invoked, your agent receives rich context from the user's memory graph. You're not starting cold — you're starting with everything that matters.

Top-level partner economics
~70%
Revenue share to you. Platform takes ~30% for infrastructure, identity, payments, orchestration, and distribution. Early partners negotiate preferred terms.
Micro-agent economics
You set it
You control the price per invocation or per session. No subscription, no upfront cost. You earn only when you deliver value.
How it works

Three steps to the platform.
Then the platform works for you.

01

Define your capability

Describe what you do, what signals should trigger your agent, and what you produce. No UI to build. No users to acquire. Just the thing you do best — made callable.

02

Set your terms

Pricing, availability, capacity, access controls. You decide how you're invoked, how often, and at what price. The platform enforces it. You get paid automatically.

03

Get invoked. Get paid.

Every contextual match generates revenue. No marketing spend. No cold outreach. No client acquisition. Distribution is built into execution.

agent.config.js
export default {
  id: "sorrento-experience-v1",
  triggers: ["destination includes Sorrento"],
  produces: ["enhanced_itinerary"],
  pricing: { model: "per_invocation", usd: 4 },
}
Early partners get the best terms

Ready to build
on the platform?

Early partners shape the platform, get preferred revenue share, and have direct access to the founding team. If you have the expertise — this is your moment.

Investor overview

The app era is over.
What comes next.

NeedfulThinx™ is building the execution layer for human intent — the infrastructure that connects what people want with networks of AI agents that get it done.

The macro shift

The way people get
things done is changing.

The old model
User opens apps to connect to services
Fragmented. Manual. The cognitive load sits entirely with the user. 23 apps. 14 tabs. Zero coordination.
✗ Tools don't talk to each other
✗ User does all the coordination
✗ Expertise is locked away
→
The new model
User states intent. Agents orchestrate everything.
Unified. Autonomous. The platform handles identity, memory, discovery, payments, and orchestration.
✓ Agents collaborate in real time
✓ Platform handles all coordination
✓ Expertise monetized at scale
🔒
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Why NeedfulThinx™ wins

Five structural
advantages.

01 — Intent aggregation
Sits at the highest-signal moment

Richer than search — captures full decisions, plans, and purchasing intent in context. Not passive browsing. Active, structured goals. A proprietary dataset of what people actually want to do.

02 — Embedded marketplace
Contextual discovery vs. static distribution

Agents surface when relevant — not when users browse an app store. Real-time contextual invocation replaces static distribution. Experts get discovered at the exact moment they're needed.

03 — Network effects
Agents recommending agents

Unlike traditional platforms, network effects are embedded in execution. Agents actively discover and invoke other agents mid-task. Supply-side and demand-side flywheels reinforce each other.

04 — Data moat
Irreplaceable personal memory graph

Every interaction deepens a structured model of each user — preferences, decisions, outcomes. Rising switching costs. No competitor can replicate this from a cold start. The moat widens with every use.

05 — Hyper-personalization
Anticipates needs before they're expressed

The platform doesn't just execute tasks — it learns and evolves with each user. Dynamic adaptability, anticipatory assistance, increasingly autonomous execution. The longer someone uses it, the smarter it gets for them specifically.

The growth engine

A self-reinforcing
flywheel.

Unlike traditional platforms, NeedfulThinx™ network effects are embedded in execution — agents discover and invoke other agents during task completion, making growth self-reinforcing.

Business model

Multiple revenue streams.
All aligned with value.

Every dollar NeedfulThinx™ earns is a direct result of value delivered. No ads. No dark patterns. Monetization is structurally aligned with user outcomes.

⚡
Marketplace take rate
~30%

On every micro-agent invocation. Natural, transaction-based revenue that scales directly with platform usage. Zero CAC — agents are discovered contextually.

👤
User subscription
SaaS

Monthly/annual tiers for power users. Unlocks expanded memory, priority agent access, and advanced orchestration. Recurring, predictable revenue.

🤝
Platform partner share
Rev share

Top-level agent partners share revenue generated through the platform. Aligns incentives — partners succeed when users succeed.

Natural monetization mechanics

Every micro-agent invocation is a discrete value exchange at a moment of active, declared intent. The user got what they needed. The expert got paid. The platform took its cut. No subscriptions extracted from passive users. No ads interrupting outcomes.

Supply-side lock-in compounds over time

As micro-agents accumulate invocation history, ratings, and context sensitivity, they become harder to replicate elsewhere. The longer an expert is on the platform, the more valuable their position — and the stronger the platform's supply-side moat.

The team

We lived this problem.
We built the solution.

Oliver Halter
Oliver Halter
Founder & CEO
Veteran technology executive and enterprise architect. Founded NeedfulThinx™ to solve the fragmentation problem he saw everywhere — in enterprise and in life.
👥
Additional team members
Available upon request to qualified investors.
Get in touch

We're talking to a
select group of investors.

If you're interested in learning more, request the full deck. We'll follow up within 24 hours.

"At some point the tools became the job.
Every app solves one thing. Life isn't one thing.
We're building the platform that works the way you think."

Oliver Halter
Oliver Halter
Founder & CEO