Quantum Temple Group

The Agentic and Data Infrastructure
Powering Luxury Travel

The proprietary data layer for luxury travel, and the AI concierge built on top of it.

$5M SAFE $100M Pre-Money March 2026
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CONFIDENTIAL
01 Origin Story

Four years earning trust.
Before a single line of code.

QT
2021 to 2025
Quantum Temple
A regenerative travel experience company with government partnerships across Indonesia, Egypt, Morocco, Panama, and UAE. Institutional credibility that capital alone cannot replicate.
The Inflection
Clients Asked for Everything
As trust deepened, UHNW clients wanted full travel management. We spent 2025 manually validating concierge workflows across FIT, incentive, and corporate segments.
◆ Government & UNESCO◆ IATA & Virtuoso◆ Direct Hotel Contracts◆ DMC Network · 12+ Countries◆ 36K Waitlist · $0 Marketing
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02 Traction

Real revenue. Zero marketing.
All manual.

Everything below was delivered by Quantum Temple, by hand. Workflows and unit economics validated before a single line of product code.

$5.74M
FY2025 Revenue
642%
YoY Growth
~$250K
Monthly Run Rate
36K
Waitlist
$0
Paid Marketing
Revenue Composition
◆ One whale family office: ~$250K/month commission
◆ Organic UHNW pipeline: $150K to $200K/month
◆ All manual concierge, deliberate workflow validation
◆ Zero paid acquisition, pure QT ecosystem + referrals
What This Proves
Willingness to pay at extreme price points ($120K+ ACV)
Workflows validated across FIT, incentive, corporate
Supplier infrastructure live and operational
Client trust compounds. Scope expands organically
On concentration: Our anchor client represents ~60% of current revenue. This is intentional validation, not dependency. One whale at $250K/month proves the model works at scale. The $5M raise funds diversification: 3 additional whale-tier accounts in late-stage pipeline, founding member onboarding converting waitlist into 100+ paying members by Q4, and B2B revenue launching Q3.
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03 The Problem

Manual concierge proved the model.
It can't scale without infrastructure.

UHNW travelers spend six figures annually on travel managed through phone calls, emails, and assistants who forget everything between trips. We lived it. Now we're solving it.

$200K+
Dedicated Executive Assistant
One brain, one timezone, takes vacations. When they leave, every preference walks out the door.
0
Legacy CRMs With Private Memory
Static systems that store contacts, not context. No personalization, no learning, no proactive intelligence.
5+
Tools Per Advisor
Travel advisors juggle GDS terminals, spreadsheets, PDFs, WhatsApp, and email. No unified luxury inventory exists.
80%
Time Wasted
From client request to curated proposal: hours of manual research across disconnected systems.
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04 Why Now

Three structural shifts just converged.
Travel hasn't caught up.

A once-in-a-decade window to build the infrastructure layer for luxury travel.

Agentic AI Works Now
LLMs can now orchestrate complex booking chains: flights, hotels, tables, ground transport, all coordinated without human intervention. This capability reached production-grade reliability in early 2026.
MCP Creates Distribution
Think of MCP as a USB port for AI: it lets any AI assistant plug into our inventory. Obelisk as an MCP server means every AI assistant becomes a potential distribution channel for luxury travel.
No End-to-End Data Layer
Flights and hotels have GDS data. But the end-to-end guest experience: dining, experiences, ground transport, VIP access: has no structured inventory layer. It lives in PDFs, emails, and human memory. First to structure it wins.
The window: We spent 4 years building relationships and ops knowledge that AI-native companies cannot replicate. Now agentic AI lets us scale what we already proved manually.
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05 KARNAK

Say it.
Your world opens.

Invite-only luxury concierge and lifestyle management mobile app. Voice-first, private memory, insider-only access.

Aria Voice Interface
Speech-to-Command Model
Speak naturally. A purpose-built pipeline converts voice notes into structured booking intents.
LIVE · ALPHA
Hyper-Personalization
Deep Guest Intelligence
Every interaction builds your profile. Your 10th trip uses everything from the first nine.
LIVE · ALPHA
Private Memory
Encrypted · Sovereign
Sensitive preferences and payments stored with end-to-end encryption and user-owned data sovereignty. Your data stays yours.
IN DEVELOPMENT
Proprietary Inventory
Powered by Obelisk
Curated experiences, preferred rates, VIP access. Unavailable through any other platform.
LIVE · ALPHA
Status: Live in alpha with investors and selected clients. Rolling out onboarding for founding members through Q1 to Q2 2026. Core voice interface and inventory are operational; personalization and memory layers shipping Q2 to Q3.
2,000+ Luxury Hotels · Direct Partnerships & Exclusive Benefits
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06 Obelisk

The intelligence layer
that doesn't exist anywhere else.

Every travel platform runs on parametric search. Obelisk replaces filters with intelligence.

TODAY
Traditional Advisor / Every OTA
Parametric Search
Client calls. Advisor searches 5+ disconnected platforms by location, dates, and star rating. Manually assembles a proposal in spreadsheets. Takes hours. Starts from scratch every trip because nothing remembers who the client is.
✕5+ disconnected tools per advisor
✕Zero memory between trips or clients
✕400 generic results sorted by price
✕Hours per proposal, every single time
"Hotel in Paris, 2 guests, June 15" → 400 results
OBELISK
AI-Powered Platform
Curated Search
Client speaks. Obelisk matches enriched inventory against their profile, behavioral history, and implicit preferences. Proposal generated in minutes. Every interaction makes the next one smarter.
1
Unified Inventory
Flights, hotels, dining, experiences, and ground transport in a single searchable layer. No more switching between five disconnected tools.
∞
Compounding Memory
Every booking, rejection, and preference trains the next recommendation. Trip 10 is smarter than trip 1 without asking a single question.
3
Curated Matching
Semantic search against enriched inventory returns 3 perfect-fit options instead of 400 generic results sorted by price.
Min
Instant Proposals
Full multi-segment proposals generated in minutes. No spreadsheets, no manual assembly, no starting from scratch every trip.
Same traveler → 3 hotels that match who they are
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06b Obelisk Architecture

How data flows from raw to curated.
Every layer we own.

Raw feeds enter left. AI agents enrich and structure. Curated intelligence flows to our service layers and customers.

RAW SOURCES
GDS / NDCLIVE
Travel BrokerageLIVE
PDFs & DecksRAW
DMCs · 10 RegionsEXCL
AI DISCOVERY
Scraper Agents
Structured extraction from hotel sites, review platforms, DMC portals
Browser Agents
Live web discovery for new properties, experiences, pop-ups
OBELISK
ENRICHMENT CORE
PARAMETRIC LAYER
Structured data any GDS can provide. Necessary but not defensible.
+
NARRATIVE LAYER
What it feels like, who it suits, and why. Built from 4 years of operations. Proprietary.
SERVICE LAYER
Service Agent
Concierge AI
MCP & API
B2B interface
CUSTOMERS
KARNAK
B2C · UHNW
JMPR
B2C · Premium Mass
B2B Advisors
Travel agencies · Q4
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07 The Moat

Three revenue streams.
One compounding flywheel.

Obelisk powers our brands, sells to advisors, and generates supplier intelligence. Every interaction makes the system smarter.

B2C · KARNAK & JMPR
Our own brands as first clients
Membership revenue ($12K to $180K/yr) + commission on bookings. Every proposal generates behavioral signals that feed back into Obelisk.
KARNAK
UHNW · Invite Only
JMPR
Premium Mass · Beta
B2B · Advisors & Agencies
MCP server + API + CLI · Q4 launch
Advisors with deep client relationships but no tech. Obelisk gives them curated search, proposal generation, and booking infrastructure. They keep their clients. We capture transaction fees and usage data.
B2B · Supplier Intelligence
Data product for hotels & DMCs
Hotels and DMCs pay for selection rate analytics, competitive positioning, and demand signals. "You were shown to 40 UHNW clients, selected twice. Here's why." Revenue without being the booking platform.
OBELISK
DATA CORE
MORE
PROPOSALS
SELECTION
SIGNALS
SMARTER
MATCHING
FASTER
CONVERSION
The compounding advantage: Every proposal, every selection, every rejection makes Obelisk smarter. Conversion gets faster and cheaper while accuracy improves. A competitor starting today can access the same GDS feeds. They cannot replicate the enrichment layer or the selection graph we've built through years of operations.
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08 Why Not ChatGPT?

AI is the engine.
Not the moat.

Every investor asks. Here's why general-purpose AI can't compete.

Can't Book
Requires IATA, GDS, Virtuoso, payment rails, supplier contracts.
Parametric vs. Curated
LLMs do keyword search against public data. Obelisk does semantic matching against enriched, vectorized inventory with behavioral signals.
Trust ≠ Tokens
Preferred rates, upgrades, clearances are relationship-based.
Stakes Too High
No one books a $100K trip in a chat box with no fallback.
Memory Compounds
ChatGPT resets. KARNAK's 10th trip uses all 9 before it.
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08b Competitive Landscape

Everyone serves luxury travelers.
No one owns the data layer.

Legacy concierge services lack technology. AI startups lack relationships and inventory. We have both.

BOOKING INFRA AI / AGENTS PROPRIETARY DATA LUXURY NETWORK UHNW FOCUS STATUS
QTG / KARNAK ● ● ● ● ● $5.7M rev · AI + Ops + Data
Velocity Black ● ○ ○ ● ● Raised $64M · Acquired by Capital One (2023). No AI.
Quintessentially ● ○ ○ ● ● $2M raised · Est. ~$342M rev · 60+ offices, 1500 staff. No tech moat.
Ten Group ● ○ ○ ● ◐ Public (AIM: TENG) · $91M mkt cap · $91M rev. HNW, not UHNW.
Amex Centurion ● ○ ◐ ● ◐ Amex internal. Card perk, not core product. Outsourced.
Mindtrip ○ ● ○ ○ ○ Raised $22.5M (Seed/A) · Mass market. No inventory.
Layla AI ◐ ● ○ ○ ○ Raised ~$3.3M (Seed) · Mass market. No booking rails.
Aurora ○ ● ○ ◐ ● Raised $3.8M (Pre-Seed) · Ex-Velocity Black founder. No booking rails.
● Has capability◐ Partial○ Missing
The gap: Legacy concierge companies have relationships but no technology. AI startups have models but no inventory, booking rails, or supplier trust. QTG is the only player combining 4 years of operational relationships with AI-native infrastructure and proprietary enriched data.
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09 Market

Three markets.
One platform.

KARNAK · UHNW Concierge
$30B
Serviceable Addressable Market
~395K UHNW individuals globally spending $75K+ annually on managed travel. Currently served by fragmented concierge services and personal EAs with no tech.
JMPR · Premium Mass Travel
$200B
Serviceable Addressable Market
Affluent travelers spending $10K to $100K per year who want AI-powered curation without the concierge price tag. 100x the KARNAK addressable base.
Obelisk · B2B Travel Tech
$12B
Serviceable Addressable Market
Traditional travel advisors and agencies with deep luxury networks but no AI tools, data infrastructure, or technical capability. They have the clients. We have the platform.
TOTAL ADDRESSABLE MARKET · GLOBAL LUXURY TRAVEL
$1.59T
Grand View Research, 2025
BOTTOM-UP · KARNAK YEAR 3
395K UHNW individuals × $75K avg managed travel spend = $29.6B SAM
Conservative 0.1% capture by Year 3 = ~400 members × $130K blended ARPU = $52M annual revenue
Year 3 Target
$52M
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10 Business Model

Three revenue engines.
Two monetization layers.

KARNAK and JMPR monetize membership + transactions. Obelisk captures transactional revenue from B2B partners.

KARNAK
B2C · UHNW
Membership: $12K to $180K/yr
Commission: ~15% on GMV
Virtuoso preferred rates
SOVEREIGN
$12K
$1K/mo
WHALE
$120K
$10K/mo
CORPORATE
$180K
$15K/mo · Unlimited
JMPR
B2C · Premium Mass · Q1 2027 Beta
Membership: $1.2K to $6K/yr
Commission: ~15% on GMV
Brokerage rates (not Virtuoso)
EXPLORER
$1.2K
NAVIGATOR
$3.6K
VOYAGER
$6K
OBELISK
B2B · Advisors & Agencies
Transaction fee per booking
SaaS access fee (planned)
Data licensing via MCP
Advisors bring the clients. Obelisk powers inventory, AI curation, and booking rails. We capture a fee on every transaction.
KARNAK Unit Economics
$192,000
Annual Revenue / Sovereign User
Membership · 6%$12,000
Commission on $100K/mo GMV @ ~15% · 94%$180,000
Member spends $1.2M/yr on travel. $12K membership = 1% of spend.
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10b Go-to-Market

Trust-based acquisition.
Zero paid marketing.

UHNW clients don't click ads. Every channel below is earned through trust, and each one compounds into the next.

STRATEGIC CAPITAL
GATEKEEPERS
FOUNDING
MEMBERS
Each ring feeds the next →
Founding Members
36K WAITLIST · INVITE ONLY
Hand-selected from 36K QT waitlist. Beta testers who validate the product, then become the most credible referral source. Incentivized referrals turn each member into a distribution node. Target: 100+ active members by Q4.
Gatekeepers
EAs · HOUSE MANAGERS · ADVISORS
Executive assistants, house managers, wealth advisors, and luxury real estate agents who already control UHNW spending. Millions on LinkedIn alone. KARNAK solves their infrastructure problem directly, and every gatekeeper who adopts brings their entire client roster.
Strategic Capital
INVESTORS AS DISTRIBUTION
Investors with direct access to UHNW networks: family offices, private banks, luxury brand executives. Every strategic investor unlocks trusted referral channels that cold outreach and paid marketing cannot buy.
The compounding effect: Founding members prove the product. Gatekeepers scale it without headcount. Strategic investors open doors. All channels are zero CAC, trust-driven, and self-reinforcing.
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11 Use of Funds

Product-led.
Capital-efficient.

65% goes directly into Obelisk and KARNAK product. Growth spending activates trust-based channels, not paid ads.

Obelisk 40%
KARNAK 25%
Hires 20%
Growth 10%
Infra 5%
$2M
Obelisk Data Platform
MCP server live by Q3 with 3 pilot B2B partners. Sabre GDS integration. 10-region DMC automation. AI enrichment pipeline processing 10K+ properties.
$1.25M
KARNAK App & AI
Voice-first mobile GA by Q2. Service Agent handling 80% of routine requests. Personalization engine live across 100+ member profiles.
$1M
Key Hires & Ops
COO onboarded May. Head of Product by Q3. IATA/GDS credentialing, payment rails, and compliance infrastructure.
$500K
Growth & Partnerships
Activate 36K waitlist into 100+ founding members by Q4. LinkedIn hyper-targeting of EAs and house managers. Referral incentive programs. Strategic partnership cultivation. Zero paid acquisition.
$250K
Infrastructure
Cloud, security, encrypted memory layer, monitoring, CI/CD. SOC 2 Type I by Q4. Built for high-value transactions.
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12 Team

Humans set direction.
Agents execute.

Team reduced from 35 humans and 2 AI agents to 12 humans and 20 AI agents. OPEX reduced 65% in 6 months.

Linda
Linda Adami
Founder & CEO
Human
Hunter
Hunter Soik
Chairman
Human
Vincent
Vincent Guittet
Head of Growth Tech & Obelisk
Human
Hao Cheng
Hao Cheng
Head of Product & Engineering
Human
Aria
Customer Orchestration
AI · Service
Scraper Agents
Data Sourcing
AI · Sourcing
Browser Agents
Live Web Discovery
AI · Sourcing
Enrichment Engine
AI Data Processing
AI · Enrichment
CRM Brain
User Intelligence
AI · Enrichment
Proposal Agent
Match + Generate
AI · Orchestration
COO
COO Hire
Ex-COO, acquired tech-enabled concierge (Tier 1 US bank)
Late-Stage · May Start
?
TBD
Head of Product
Pipeline · Senior
Agentic profitability: Traditional concierge = more users → more staff. Our model: AI agents handle the work. User growth increases margin, not headcount.
Brand optionality: Spinning up a new brand on Obelisk is fast and cheap. Adventure, wellness, heritage. Same infrastructure, different audience.
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13 The Ask

Join us at the
inflection point.

YC SAFE
Lead Investor $1M
March 1st
$5,000,000
Pre-A SAFE · $100M Pre-Money · Quantum Temple Group
12-Month Milestones
→ 100+ active KARNAK members
→ $2M+ monthly GMV
→ Obelisk API live · 3+ B2B clients
→ 3+ whale accounts
→ JMPR beta launch
Why $100M Valuation
→ $5.74M revenue at 642% YoY = ~17x
→ Vertical AI SaaS: 20 to 40x at this growth
→ Inspirato peak: $1.1B on ~$200M rev
→ Cap One / Velocity Black: ~$82M acq
→ Proprietary data moat + 4yr ops
What You're Buying Into
→ The only AI-native luxury platform
→ 4-year booking infrastructure
→ Data that exists nowhere else
→ Multiple independent exit paths
→ Agentic team that scales without cost
Contact
Linda Adami · linda@quantumtemple.io · getkarnak.com
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A1 Strategic Value

Three credible exit paths.
Different assets, different buyers.

Each path monetizes a different layer of the platform. All three are independently viable.

PATH 1 · HIGHEST STRATEGIC VALUE
Luxury Groups (LVMH, Kering, Richemont)
They want: UHNW spending and preference data: the richest behavioral signal in luxury. KARNAK's member base is the exact audience these groups spend billions to reach. The data alone justifies acquisition before considering the travel revenue.
PATH 2 · STRONGEST PRECEDENT
Banks & Neobanks
They want: Lifestyle as a card benefit to acquire and retain premium customers. Precedent: Capital One acquired Velocity Black. Every premium issuer needs this capability and none have built it in-house.
PATH 3 · INFRASTRUCTURE PLAY
Travel Tech / GDS (Amadeus, Sabre)
They want: Curated luxury inventory, the B2B advisor network, and AI enrichment capabilities. They've spent years trying to move upmarket from commodity booking. Obelisk is the layer they cannot build.
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