Quneu
A NEW CLASS OF AI ARCHITECTURE

Research &
Development & Complex Manufacturing 
has a new mind.

Built to discover new ideas, new materials, and new processes.

New Ideas New Materials New Processes

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THE DIGITAL BRAIN

Q0 thinks in science. Q0 generates discovery.

LIVE DEMO
COGNITIVE ARCHITECTURE
LHAnalytical hemisphere — structured data, models & validation.
RHCognitive hemisphere — science, memory & hypothesis synthesis.
MCShared memory core — continuously learning across both sides.
AUTONOMOUS AGENTS
Ingestion — reads any format, any source, any language.
Reasoning — connects knowledge, generates testable hypotheses.
Validation — simulates outcomes before the lab opens.
2.1s paper to
hypotheses
47M+ papers in
knowledge graph
3 days saved per
researcher/week
QUNEU · PROPRIETARY & CONFIDENTIAL

Quneu delivers sovereign AI software and compute
for research & development teams.

INGEST &
EXTRACT
CLASSIFY
DISCOVER
VALIDATE
ACT
Q0 structures research into a living knowledge graph
QUNEU PLATFORM
GPU COMPUTING
WHAT GOES IN
Internal Research
External Science
Experimental Data
Company Systems
Expert Knowledge
WHAT COMES OUT
New Formulations
Material Candidates
Experiment Plans
Performance Predictions
Validation Roadmaps
Q0 COGNITIVE BRAIN LIVE TAXONOMY Bioactive Anthocyanin Polyphenol Carotenoid Flavonoid KNOWLEDGE GRAPH is-a affects sensitive-to undergoes triggers accelerates determines Pigment Stability pH Temperature Hue Degradation Anthocyanin pH-sensitive variable thermal
SOVEREIGN · ON-PREMISE · FULLY AUDITABLE
THE R&D PROBLEM · SCATTERED KNOWLEDGE

The ideas exist. The connections don't.

Research, experiments, data and expertise sit locked in disconnected silos — and nothing reasons across them.

Research Papers — PubMed/Scopus
Cited 142Cited 87
Research papers
Lab Notebook — Experiment #141
14 Sep 2024 · Exp #141
β-Carotene · TDS batch
Temp 65°C · RH 40%
Next: HPLC validation
Lab notes
Experiment Data — HPLC Export
R-001 · 6.29.412
R-002 · 6.59.391
R-003 · 7.09.418
R-004 · 6.10.298
R-005 · 7.89.419
Agilent 1260 · 2024-03-16
Experiment data
Formulation Record — FR-2024-089
CaroShield-X · v3.2APPROVED
Maltodextrin40.0%
β-Carotene 10%16.2%
Starch OSA20.0%
Tocopherol mix0.5%
Water (process)21.8%
Formulation records
Patent Filing — EP1893715A1
European Patent Office
Appl: DSM Nutritional
Priority 2020 · Granted
StatusGRANTED
Patent filings
Raw Materials TDS — LycoVit-10%
Lycopene≥10.0%
Moisture<10 ppm
Heavy metals<10 ppm
Arsenic<1 ppm
Bulk densityRed-orange
DSM · LycoVit 10%
Raw materials TDS
Run Log — caro142_20240319
[INFO] RUN START · CaroShield
[DATA] setpoint 65.0°C
[DATA] flow 1.00 mL/min
[WARN] drift 63.0→65.1
[INFO] RUN STOP · export
Raw data / logs
Scale-Up Report — CaroShield-X
CaroShield-X Pilot
Lab · 50 g■■■
Bench · 5 kg■■
Pilot · 50 kg■
Yield loss at scale ↑
Scale-up report
✕
✕
✕
✕
THE COST OF FRAGMENTATION
$2.6B
Average R&D cost to bring a new food ingredient or pharma compound to market.
90%+
Failure rate of promising formulations between lab discovery and commercial scale.
5–10%
Of academic research on novel materials ever reaches industrial application.
QUNEU · PROPRIETARY & CONFIDENTIAL
QUNEU · PROPRIETARY & CONFIDENTIAL
AUTO-PLAY · CLICK A STEP
THE SOLUTION · Q0 / 04

Raw data in. New materials out.

01
Ingest
Pulls in any data, any format
02
Classify
Auto-structures & tags it
03
Connect
Links it into one knowledge graph
04
Hypotheses
Proposes testable hypotheses
05
Audit
Traces every result to its source
06
Simulate
Predicts performance before the lab
07
Act
Delivers a decision-ready answer
QuneuPLATFORM
BUILT ON A SOVEREIGN AI STACK · FOUNDATION → APPLICATIONS
01New materials & formulations
02Faster R&D outcomes
03Discovery & validation
QuneuAI MODELS
Sovereign Proprietary Foundation
05From research to product

We turn complex R&D into real-world impact.

AI-powered knowledge orchestration that accelerates decisions and outcomes.

Formulate & Innovate
Solve formulation and material challenges with connected data, science, and experiments.
→ Better formulations. Faster.
Discover & Optimize
Identify high-potential materials and candidates. Predict performance and prioritize what to test.
→ Smarter choices. Higher success.
Diagnose & Predict
Analyze complex machines and systems. Find root causes, predict issues, and recommend actions.
→ Less downtime. More reliability.
IMPACT ACROSS
COMPLEX INDUSTRIES
Life Science
ADVANCED
MATERIALS
COMPLEX
MANUFACTURING
AND MORE
Quneu One Platform.
Limitless Possibilities.
Weeks instead of months to the next best answer.
MARKET · SIZING & FOCUS / 06

A large, structured path to scale.

TAM
$360B–560B
Total Addressable Market
Global R&D intelligence opportunity across ~1,300 target enterprises.
SAM
$36B–168B
Serviceable Available Market
~650 priority accounts across the United States and Europe.
5-YEAR SOM
$37.5M to $68M
Serviceable Obtainable Market
30–40 enterprise customers at ~$1.25M–$1.7M annually.
2026–2027 FOCUS MARKETS
Life Science
Complex Molecular, formulations, stability, and shelf life
Semiconductors & Complex Manufacturing
Materials, processes, engineering knowledge & customer service
Advanced & Critical Materials
Composites, coatings, chemicals, and rare-earth applications
TRACTION · FROM THEORY TO PRACTICE / 07

Engaged enterprises. Signed revenue · deep pipeline.

LICENSE
License
License Deployment Q3
Global lobal top-tier testing & certification lab. Live onboarding underway, with a defined land-and-expand path across the group.
LICENSE
License Agreement
License Deployment Q3
Top-tier semiconductor capital equipment manufacturer. Multi-month engagement with defined commercial conversion milestone in Q3 2026.
LICENSE
In Negotiation
License Deployment Q4
Top-5 global food & beverage manufacturer. Active R&D engagement for formulation license deployment.
21 ACTIVE CONVERSATION
Top-5 global food & beverage
Supplier of advanced wafer fabrication equipment
Top-5 integrated energy
Global Technology and Infrastructure Company
Top-3 global beer
Universities · Material Science & Life Sciences
HEADQUARTER
Miami, Florida
AI INNOVATION CENTER
Eindhoven, NL
HUB
San Francisco, CA
HUB
Sydney, AU
13+
CORE TEAM
specialists
40+
GLOBAL NETWORK
partners
QUNEU · PROPRIETARY & CONFIDENTIAL
BUSINESS MODEL / 08

Who pays, and how it grows.

THREE WAYS TO DEPLOY
SaaS
Quneu-hosted subscription
On-premise
Sovereign 
Isolated hardware, air-gapped
NINE WAYS WE CHARGE
Paid pilot
Fixed-fee proof of value
LAND
Annual license
Value-based, SaaS or on-prem
RECURRING ARR
Implementation
Onboarding, integration & setup
ONE-TIME
Support & success
SLAs, training & ongoing enablement
RECURRING
Versioning upgrade
New models & capability tiers
UPSELL
Usage & expansion
Per output, plus new domains & teams
GROWS
Compute services
GPU & inference capacity for R&D workloads
METERED
Material selling
Validated AI-discovered materials to industry
TRANSACTION
Formula selling · labs
Co-developed formulas licensed to lab partners
REV SHARE
PRICING LOGIC Priced to R&D value, not per seat — a pilot costs less than one failed formulation cycle.
GO-TO-MARKET / 09

Founder-led and Indirect enterprise sales.

WHO WE SELL TO
Regulated, R&D-intensive enterprises ($1B+) with sovereignty needs.
Focus Markets: semiconductors & advanced materials, then widen.
HOW WE SELL
Direct & indirect sales, with a paid pilot as the wedge.

Founder-led enterprise sales, expanded through partners and integrators. We work directly with customers to deploy, train, and scale the platform within their organization.

LAND & EXPAND · ~4–7 MONTHS
Qualify
→
Paid pilot
→
Validation
→
License
→
Expand
WHY WE WIN
Domain depth
Scientific models per domain — not a generic LLM.
Sovereign & on-prem
Serves regulated buyers the cloud cannot.
Provenance & audit
Trust built for compliance.
COMPETITIVE POSITION

Defining a new category for R&D intelligence.

AUTONOMOUS REASONING
High
Low
DYNAMIC KNOWLEDGE INFRASTRUCTURE
Manual
Self-Evolving
C3 AI
Palantir
Databricks
Dassault
Schrödinger
RelationalAI
Collibra
Stardog
Altair
TigerGraph
Quneu
WHAT SETS US APART
→Built for processes, not single industries.
→Our own expert propetary models — no fine-tuning existings once
→Knowledge seas, not data lakehouses.
→We deliver infrastructure.
→Not integrators. Not an AI wrapper.
→Token-free — energy & cost savings.
60+
years of combined Corporate  experience
Results-Focused
Entrepreneurial Spirit
Execution
Hands-On Approach
WHO WE ARE / 12

Quneu's Core Team

Leadership team
Frank Lisitano
Frank Lisitano
Co-founder · Director of Cognitive Intelligence
Charlie Siebenberg
Charlie Siebenberg
Co-founder · Director of Business & Development
Praveen Bhandari
Praveen Bhandari
Engineering of AI
Strategic Advisors
DO
Dennis Onstenk
Director of IBM
PA
Patrick Attalah
VP at ASM
MN
Meike Nauta
Lead Data Scientist
RH
Rien Heuver
Software Developer
OK
Oliver Kip
Infrastructure
SK
Shreya Kumari
Q/A Tester
AK
Arpita Khot
Full-Stack Engineer
VU
Vladimir Uzunov
Knowledge Modeling
MB
Mateo Boccalato
AI Engineer
SE
Sehan Ediriweera
Full Stack Engineer
SJ
Stijn Jacobs
Back Office Engineer
TD
Thabo Dube
AI Engineer
PC
Patricio Corazza
UX/UI Designer
IM
Igor Mitrovich
Engineer Coordinator
PT
Pieter Taks
Hardware Management
RV
Rocio Victorica
Marketing & Demand Gen Lead
GLOBAL PRESENCE

Three continents. One mission.

Trusted by global category leaders — from semiconductor fabs and pharma labs to food innovation and energy R&D.
AI INNOVATION CENTER
Eindhoven
Netherlands, EU
HUB
San Francisco
California, USA
HQ
Miami
Florida, USA
HUB
Sydney
Australia, APAC
THE ASK · USE OF FUNDS

Raising 5M to reach commercial scale.

0–8 MO Productize the platform off proven deployments (anchor-account delivery → repeatable product) 1M
9–16 MO Expand anchor accounts org-wide + onboard converting pipeline 2M
17–24 MO Commercial scale-up + materials/formulation expansion across verticals 2M

Seed round · 24-month runway from foundation to a repeatable sales motion.

TOTAL RAISE
5M
Seed Round
QUNEU · SEED ROUND 2026

Thank you.

Research & development has a new mind. Let's build the next breakthrough together.

✉ info@quneu.com
quneu.com
QUNEU · PROPRIETARY & CONFIDENTIAL