Product Roadmap 2025–2026

AI-programmable DNA switches for selective, safe, and adaptive gene therapy

10 experimental cycles
3–5 months until first licence
Angel round target: $1.1 M
“We build the foundation for smart and safe gene therapy — from design to validation.”

Building a Smarter, Safer Future for Gene Therapy

  • Cancer affects everyone — the goal is treatment that’s effective yet gentle.
  • OncoSwitch develops DNA switches that activate only in tumours and stay silent in normal tissue.
  • Each experiment is measured by results and progress, not promises.
  • The platform ensures transparency, reproducibility, and continuous improvement.
  • Every cycle brings us closer to fully customizable gene therapy.

Key Differentiators

Scalable online service
Continuously expanding proprietary dataset
Learning AI model improving with each cycle
Patented, validated sequences forming a unique IP portfolio

Roadmap Timeline (18-Month Structure)

Development Phases 2025–2026

Phase 01

Preparation (0–60 days)

Setup team, lab contracts, and SOPs; build MVP library and risk assessment.

Phase 02

 MPRA+AI Models (61–135 days)

2–3 MPRA cycles (~$50k each); generate first sequence–activity data; train model prototype.

Phase 03

 MVP & BD Launch (136–180 days)

Clone essays, reports, and demo packages; BD outreach and partner access.

Phase 04

Pilot (6–12 months)

Production library, calibrations, 3–4 cycles, first paid pilot ($200–300k), AUC 0.85–0.90 confirmed.

Phase 05

Licensing (12–18 months)

Extended validation (organoids/primary cells), ≥ 2 PCT patents, licensing/SaaS start, ARR ≈ $1.5 M / year.

Totals: Cost ≈ $1.1 M; Revenue ≈ $1.0–1.25 M; ROI ≈ 1.4×.

Validation

Quality, transparency, stepwise validation, and safety control.

Cell line

Organoids

Primary cells

In vivo

Financial Model & ROI

18-month predictable economics with 1.4× ROI.

Overview
Required budget: $1.1 M

Costs

Research & Development ≈ $700 000 Human Resources ≈ 400 000

Revenue

ARR (Annual Recurring Revenue)
≈ $1.5 M / year.

Investor Value / Business Model

Revenue Sources:

Pilots

$225 k × 8 = $1.8 M

SaaS

$50 k × 10 = $0.5 M

Licenses

$0.5–1 M × 1–2 = $1–2 M

Libraries

$50–300 k × 3 = $0.6–0.9 M

Upsell Path: Pilot → Core Platform → Modules → Licenses.

Conclusion / Call for Partners

Together Toward Therapy You Can Trust

AI designs, the lab tests, and together they find the most precise DNA switches. We build a platform that makes therapy customizable, safe, and effective — with hope, not fear.

Before

Cycles: 0
Validated Switches: 0
Clients: 0
Partners: 0
ARR: 0
Patents: 0

After 18 Months

Cycles: 10
Validated Switches: 5
Clients: 3
Partners: 2
ARR: $1.5 M+
Patents: ≥ 2 PCT

Team & Resource Structure

Compact, Efficient Team

Founder & CEO

Malika Gallyamova

  • MSc AI & Computer Science, University of Birmingham
  • Expert in networking and communications
  • Experience managing teams and complex processes
Scientific CTO

Vitalii Volkov

  • MSc AI & Computer Science, University of Birmingham
  • Graduate of Pirogov Russian National Research Medical University
  • Senior Bioinformatician at Genomed