Today
Finite follicle pool
Restoration is constrained by what already exists and can be relocated.
Scientific intelligence for follicle engineering
Engineering the future of hair restoration.
FollicleGraph is building the evidence layer for hair follicle engineering — transforming fragmented experimental literature into structured, comparable and auditable scientific knowledge.
Creating new hair follicles.
Not transplanting existing ones.
Not transplanting existing ones.
Experiment-level knowledgeThe experiment — not the paper — is the primary unit of comparison.
Evidence-linked recordsEvery structured claim remains traceable to its supporting source.
Auditable intelligenceFacts, uncertainty and hypotheses remain explicitly separated.
The thesis
Hair restoration has a supply constraint.
Current transplantation redistributes existing follicles. The long-term opportunity is to make new functional follicles possible. FollicleGraph begins upstream: by making the biology computable.
Future
Engineered follicle supply
A regenerative path where new follicles can be created, validated and ultimately implanted.
The product
Scientific intelligence with evidence attached.
Not a generic chatbot. A structured, auditable research platform for experiment-level comparison.
01 / ACQUIRE
Acquire
PubMed · Europe PMC · PMC OA · Crossref · OpenAlex · GEO
02 / STRUCTURE
Structure
Publication → Experiment → Material → Culture → Intervention → Assay → Result
03 / VERIFY
Verify
Field-level evidence · deterministic checks · human verification · provenance review
04 / COMPARE
Compare
Search · filter · contrast protocols · surface contradictions · export evidence
Research principles
Evidence before answer.
The model sits inside a scientific system. Provenance, verification and explicit uncertainty are part of the product — not afterthoughts.
Evidence before answer
Scientific claims remain connected to the material that supports them.
Human in the loop
High-value records can be reviewed, corrected and strengthened over time.
Facts ≠ hypotheses
Observed evidence remains distinct from interpretation and future questions.
Explicit absence
Negative, ambiguous and contradictory evidence is preserved.
PublicationExperimentConditionsEvidence
Scientific wedge
Start with dermal papilla inductivity.
The first question is deliberately constrained before expanding to broader follicle engineering: which culture conditions, interventions and experimental contexts preserve or restore markers and functions associated with the inductive capacity of human dermal papilla cells?
Initial comparison space
2D / 3D culture
Passage & senescence
Spheroids / matrices
Signalling pathways
ALP · VCAN · LEF1
Functional validation
“The defensible asset is the reviewed experiment graph.”
Models can change. The structured evidence, corrections and provenance accumulate.
Roadmap
Research infrastructure first. Regenerative biology later.
The company earns the right to expand only after the first use case demonstrates quality and utility.
01
MVP
200–500 experiments · ISO-100 papers · external pilot
02
Scientific intelligence
Omics + images · contradiction maps · partner workflows
03
Learning loop
Proprietary results · validated hypotheses · lab feedback
04
Discovery support
Protocol optimisation · experimental design · regenerative systems
05
Long-term vision
Enable the science required for engineered human hair follicles.
FollicleGraph
Build the evidence layer.
Benchmark the intelligence.
Earn the biology.
No therapy claim. No premature laboratory programme. Expansion follows evidence, validation and rights.