Investor briefing

Europe's regulatory-protected reasoning layer for oncology.

POLI8 is the only tumor board-native Clinical AI built from day one for MDR Class IIa and EU AI Act compliance.

POLI8 Trace Fall #4721
Enzalutamid ↔ S3-Prostata-CA §6.2.1
Abirateron ↔ EAU abw. Empfehlung EAU 2024
Darolutamid ↔ NCCN konform PRO-3.1
Off-Label: PARP-Inhibitor BRCA+ / HRD
4 Leitlinien geprüft v2024.3 · 3.2s
€338–563M
TAM EU oncology ARR (3,000–5,000 institutions)
Internal calculation, €45k/board
€56–90M
SAM DACH ARR (500–800 institutions)
Certified cancer centres and urology departments
€3.4M
SOM by end of 2028 (30 lighthouse clinics)
Internal 3-year plan
Aug 2026
EU AI Act high-risk phase-in binding
Regulation 2024/1689

The thesis

Three structural levers.

01 · MOAT

Regulatory moat.

From August 2, 2026, high-risk medical AI requires a conformity assessment under the EU AI Act. POLI8 is built for this from day one.

02 · DATA FLYWHEEL

Anonymised reasoning traces as an asset.

Every board decision generates an anonymized trace: which options were checked, which sources were used, why deviations occurred.

03 · WHITE BOX

Reproducible reasoning beats generalist chat.

A study published in Nature Medicine (Ramaswamy et al., 2026) showed: ChatGPT achieves only 34% sensitivity in health triage. Specialized reasoning systems are superior.

Market frame

Oncology AI EU: €338 to 563M ARR potential by 2034.

TAM EU Onkologie: 3.000 bis 5.000 Institutionen mit Top-Tumorboards × 45k € pro Boar

USA question

Europe first. USA from Series B, indication-led.

Wir starten bewusst in Europa: dort wirkt der regulatorische Vorsprung am stärksten,

Competitive matrix

Specialised. Transparent. Locally compliant.

Dimension POLI8 ConcertAI Roche NAVIFY OpenEvidence Tempus AI
Geographic focus EU / DACH first USA USA Global USA
Product approach Tumor board verification, audit-trailed. Clinician Q&A, ad-supported. Diagnostics plus RWD platform. MTB workflow container. RWD analytics for pharma.
EU MDR / AI Act MDR IIa plus AI Act, day one. Not the focus. Beginning EU strategy. CE-marked (large vendor). EU entry unclear.
S3 oncology native Yes, primary. No. No. Partial. No.
Valuation (latest) Pre-seed-seed. ≈ $12B (Series D, 2026). Public, mkt cap variable. Roche group asset. Private, sponsor-backed.

Why now

Three drivers, time-aligned.

CAPITAL

KHVVG Transformationsfonds

Bis zu 50 Mrd. Euro für die strukturelle Transformation deutscher Kliniken, 2026 bis

REGULATION

EU AI Act phase-in

Pflichten für Hochrisiko-Medizin-KI sind ab dem 2. August 2026 durchsetzbar (Verordn

COMPETITION

Generalists collapse in specialty

Die Februar-2026-Auswertung in Nature Medicine zur ChatGPT-Health-Triage hat den Mar

Scientific anchoring

ESMO-compliant · shared-responsibility model.

POLI8 folgt dem von ESMO 2025 publizierten ELCAP-Framework zur Nutzung großer Sprach

Annals of Oncology ↗

The ask

€0.8M pre-seed.

We are raising EUR 0.8m to bring POLI8 through CE certification (MDR IIa) and into the first 10 paying clinics.

40 %

40% · Tech & product

Multimodale Erweiterung (Text plus Bildgebung), UI-Härtung, FHIR-Integration tiefer

30 %

30% · Regulatory & CE

MDR-Klasse-IIa-Dossier, Notified-Body-Verfahren, ISO 13485, klinische Evidenzsammlun

30 %

30% · Sales & pilot

Skalierung von Pilot zu zahlenden Boards, KHZG-Beratungs-Vertriebsweg, KIS-Integrati

Business model

Three revenue streams. Scaled to board volume.

Die Standard-SaaS-Lizenz inkludiert ein Fallvolumen von bis zu 1.000 Fällen pro Jahr

B2B SaaS
€30k–60k

pro Tumorboard pro Jahr, inkl. bis zu 1.000 Fälle. Standard-Audit-Trail, Leitlinien-

Per-case
€80–150

per case, above the license envelope. Small practices can run fully on per-case.

Value-based
€10k–20k

ARR pro Modul pro Standort. Audit-Reporting, Leitlinien-Diff-Dashboard, RWE-Connecto

Three-stage roadmap

From MVP to multimodal, CE-certified platform.

Q1–Q2 2026 · MVP

UI finalisation & integration

Eigenfinanzierung über Caps & Collars. Gründung in Zug (CH). Erste zahlende Pilot-Bo

Q3–Q4 2026 · MDR IIa

Technical file for MDR Class IIa

Software as a medical device. KHZG-consultancy sales active. 10 paying boards.

2027–2028 · CE & EU

CE mark, multimodal, 2nd indication

CE-Mark erteilt. Indikationsausweitung Brust, Lunge, Kolon. Top-4 Tumorboards 2027,

Financial forecast 2026–2028

Three years. Break-even in 2028.

Annahmen: Personal 80k € pro FTE plus 1,3-Faktor (Sozialabgaben). Hohe Regulatorik-I

Year 1 · 2026
Revenue
EBITDA
Revenue 0,3 Mio. €
EBITDA -0,7 Mio. €
Paying institutions 3
Year 2 · 2027
Revenue
EBITDA
Revenue 1,2 Mio. €
EBITDA -0,9 Mio. €
Paying institutions 10
Year 3 · 2028
Revenue
BREAK-EVEN
Revenue 3,4 Mio. €
EBITDA BREAK-EVEN
Paying institutions 10

Regulatory moat

Compliance is not a tax. It is part of the product.

The EU AI Act classifies medical AI systems as high-risk. Full compliance requires technical documentation, human oversight, and transparency obligations. POLI8 is built for this from day one.

„The EU AI Act classifies medical AI as high-risk. Compliance is not optional. It is the entry ticket to a EUR 3.6bn market."

Ab dem 2. August 2026 sind Hochrisiko-KI-Systeme im medizinischen Bereich verpflichtend:

  • Technische Dokumentation gemäß Anhang IV
  • Konformitätsbewertungsverfahren (Benannte Stelle)
  • Menschliche Aufsicht und Eingriffsmöglichkeit
  • Transparenz- und Aufzeichnungspflichten
  • Post-Market Surveillance System

Status

Pre-founding. Ready to incorporate immediately.

POLI8 wird aktuell als Marke und Venture innerhalb der Caps & Collars GmbH (Hamburg)

Pre-Seed

Pre-Seed

Open for strategic and financial investors.

3 LOIs

3 LOIs

DACH clinics, formally declared.

Zug, CH Q1 2026

Zug, CH Q1 2026

Entity formation upon funding close.

Founding team

Medical excellence and specialised execution.

Onkologen, KI-Forscher, Regulierer. Keine Career-Pivoter.

Tech & operations

Oliver Rößling

Product & tech strategy

Serial Entrepreneur und Tech-Stratege. Experte für Company Building und KI-Innovatio

Dr Pascal Wichmann

AI Lead

Applied AI Specialist. PhD in Machine Learning und Data Science. Fokus auf Deploymen

Sophia Bartsch

Operations

Operational Excellence. Hintergrund als Chief of Staff. Starker Fokus auf Prozessman

Medical & strategy

Assoc. Prof. Dr Ulf Petrausch

Product & med strategy

Onkologe und Immunologe. Tiefe klinische Expertise (Krebs- und T-Zell-Therapie) verb

PD Dr Christian von Bodman

Med-Expert · CMO & Urologist

Medical Executive mit Erfahrung in der Leitung großer Klinik-Netzwerke (Uroviva) und

Prof. Dr Daniel R. Zwahlen

Med-Expert · Chief Physician Radio-Oncology

Akademische Autorität in der Radioonkologie. Tiefe Expertise in interdisziplinärer T

Advisory board

Bastian Werminghoff

Market Access · CEO Philips Switzerland

CEO Philips Schweiz seit September 2025. Direkter Zugang zu Entscheider:innen im Sch

Xiaowen Paulus-Ye

Healthcare M&A · Equity Partner Taylor Wessing

Equity Partner Taylor Wessing (Healthcare M&A). Expertin mit über 150 Healthcare-Dea

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