OUR PLATFORM

Three layers. One scientific platform.

Hordago separates product shells, scientific engines, and execution infrastructure. This allows new domain products to be generated without rebuilding the stack from scratch.

Platform Architecture

Built in Layers

Domain Operating Systems

CRISPRos CRISPR Operating System
GWASos GWAS Operating System

Shared Scientific Engines

biocontext7 Tool discovery
paper-intelligence Literature engine
co-scientist Hypothesis engine
co-writer Evidence-locked writing
Knowledge Graph Entity + provenance

Factory & Execution

life-sciences-factory Scientific compiler
specforge Spec generation
velocity Batch execution

LAYER 2

Shared Scientific Engines

The reusable substrate that powers every DomainOS product.

biocontext7

Tool Discovery Intelligence

47,000+ bioinformatics tools scored and indexed.

paper-intelligence

Literature Analysis Engine

Structured citation graphs and literature triage.

co-scientist

Scientific Reasoning Engine

Hypothesis generation with mandatory falsification plans. Evidence-locked reasoning, not hallucination.

co-writer

Manuscript Drafting Engine

Grounded manuscript drafting from artifacts.

Knowledge Graph

Scientific Knowledge Graph

Connected knowledge across papers, experiments, and datasets.

LAYER 3

Factory & Execution

How Hordago manufactures scientific products.

Scientific Compiler

Deterministic Build System

Spec Engine

Work Decomposition

Agentic Orchestration

Parallel Execution

THE FLYWHEEL

How DomainOS products learn

Every experiment makes the system smarter.

1

Prioritize

Foundation models score rare variants and predict regulatory effects with calibrated uncertainty

Variant scoring
2

Plan

Agentic workflows generate optimized CRISPR perturbation strategies and protocols

Guide design
3

Execute

Experiments run with full provenance capture, tracking every parameter and condition

Lab execution
4

Learn

Outcomes feed back to improve predictions, closing the loop for continuous improvement

Model updates
Continuous Learning Cycle

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