Add genomic intelligence
to your platform

Health and wellness platforms want to personalize by biology, not just behavior. GeneOps is the intelligence layer that makes genomic personalization a product feature — delivered via the integration surface that fits your architecture.

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Your architecture.
Your choice of integration.

GeneOps doesn't prescribe a single integration model. The platform exposes multiple surfaces — from a low-level API to fully-branded user experiences — so you connect at the layer that makes sense for your product.

01 — REST API

Structured genomic data via API

Upload a standard genotype file (23andMe, AncestryDNA, VCF). Receive structured, evidence-graded insights across 30 health domains in JSON. Full PubMed citation traceability in every response.

02 — MCP Server

Genomic intelligence for AI agents

The GeneOps MCP server lets your AI products query the genomic knowledge base in real time. Your conversational products can reason about a user's genome — with cited, evidence-graded answers.

03 — White-label dashboard

A complete genomics product under your brand

Deploy a fully branded genomic health portal — your logo, your domain, your product experience. GeneOps powers the science and infrastructure. You own the user relationship.

04 — Embedded components

Drop-in UI for existing products

Pre-built, themeable components that embed genomic content inside your existing interface. Surface DNA-based insights, action recommendations, and conversation UI without a complete product rebuild.

05 — Internationalization

Multi-language from day one

The polymorphic translation layer means every output — actions, insights, UI strings — is translatable. Launch in English, Swedish, or any language. Localization is built into the data model, not bolted on.

06 — Continuous updates

Science that keeps improving

The knowledge base is updated continuously as new peer-reviewed research is curated and validated. Your product becomes more intelligent over time — without changes to your integration.

What your users
actually experience

Genomic personalization is a meaningful product differentiation when the intelligence behind it is deep enough to change behavior. GeneOps delivers that depth.

A biological baseline

Users understand why they respond differently to diet, exercise, supplements, and sleep strategies. Not as a curiosity — as a concrete, citable explanation grounded in their own variants.

9,017+ personalized actions

Specific, evidence-graded actions across supplements, nutrition, training, lifestyle, monitoring, and avoidances — each tied to one or more of the user's actual variants.

Conversational genomics

Users can ask questions about their genome in natural language and receive cited, calibrated answers. Not hallucinated — grounded in structured data with confidence scores and citations.

A living relationship with their data

Unlike a static report, the GeneOps experience evolves. As the knowledge base grows and users explore new domains, the product deepens. Engagement is durable, not one-time.

The infrastructure
behind the integration

1477+
SNPs operationalized, dbSNP-verified
1682+
Gene–gene interactions mapped
30
Health domains covered
6,520+
Peer-reviewed papers in the knowledge base

All variant data is dbSNP-verified and HGVS-notated. Every finding carries a confidence grade and at least one PubMed PMID. The deterministic matching engine produces identical results for identical inputs — no randomness, no hallucination risk in the analysis layer.

Ready to see the
integration in detail?

We'll walk through the API documentation, sample outputs, and integration timeline for your specific product architecture.

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