Incubated at University of Edinburgh
Biological Intelligence Platform

Biological Intelligence with
Unbreakable Reproducibility.

We provide the Automated Validation and Technical Due Diligence required to turn your discovery into a Defensible Asset. Whether you are validating a target or preparing for acquisition, we ensure your science survives scrutiny.

VIEW ARCHITECTURE
SYSTEM_STATUS: VALIDATED SECURE
12,400+ Cohort Matches

Data Vault Ingestion

Secure connection established. Metadata harmonized.

Cohort Matching

Signal replicated in 4 independent datasets.

Patient Subgroups

Predictive accuracy > 0.8 in 6 conditions.

Glass-Box Export

SUCCESSFUL

AUDIT DEFENSE ENV: FROZEN_v1.0
21 CFR Part 11 ISO 27001 Immutable Trail

90%

Of Drug Discoveries Fail.

Pharma spends billions buying assets that disintegrate upon validation. Why? Because the science lacks global context and the analysis lacks technical rigor.

If your data cannot survive an external audit or replicate in independent cohorts, you do not have an asset. You have a liability.

The Context Gap

Looking at your dataset in isolation is blinding. Without benchmarking against global data, you are flying without a map.

The Reproducibility Crisis

50% of preclinical research fails to replicate. Investors know this. They will check. Will you pass?

The Reproducibility Moat

Standard analysis is a liability. In an industry where 50% of published research fails to replicate, a pipeline that cannot withstand due diligence makes your asset worthless.

We don't just process data; we engineer permanence. We act as the System of Record for your biological intelligence, generating a "Glass Box" audit trail that guarantees your results are reproducible—bit for bit—five years from today.

Signal over Noise

Benchmarking against raw public data is futile. We validate your findings against our Harmonized Global Atlas, filtering out technical artifacts to reveal true clinical signal.

Audit Defense

Immutable by design. We freeze every parameter, container, and version. When investors demand technical due diligence, you don't offer explanations—you deliver a verifiable audit log.

The Dual-Engine Approach

We combine aggressive scientific expansion with defensive technical auditing.

Engine 01: Offense CONTEXTUAL VALIDATION

Expand your Scientific Horizon.

We benchmark your findings against our Curated Bio-Atlas of 12,400+ Harmonized Cohorts. We identify where your target works, who it works for, and prove its robustness beyond your lab.

Engine 02: Defense TECHNICAL DUE DILIGENCE

Secure your Exit Strategy.

Great science is worthless if the code breaks during an audit. We act as your Data Vault, freezing your analysis in time to guarantee pixel-perfect reproducibility five years from now.

The Hybrid Engine

Expert Strategy.
Automated Execution.

We have decoupled execution from interpretation. By replacing high-variance manual analysis with deterministic computational engines, we focus our scientific resources exclusively on high-value strategic validation.

Scientific Board

A multidisciplinary team of domain experts defines the biological strategy and validates automated findings.

Parallel Processing Core

Automated pipelines handle normalization, QC, and statistical testing at scale. Zero human error. Infinite scalability.

CLIENT
(Input)
SCIENTIFIC BOARD
(Strategy & Validation)
PARALLEL
PIPELINE A
PARALLEL
PIPELINE B
PROPRIETARY DATA ENGINE

The "Glass Box" Deliverable

We do not provide static reports. We provide a Regulatory-Grade Audit Trail. This is a secure, immutable record of every computational step, benchmark, and validation metric—ready for immediate technical due diligence.

// SYSTEM_LOG: EXECUTION_TRACE
LIVE_MONITOR

Asset Definition

ID: DB-8829-X
Client: Biotech_Inc
Type: scRNA-seq
Hash: e3b0...4d

Security Specs

Protocol: TLS 1.3
Storage: Immutable
Access: RBAC-L3

Pipeline

Core: nf-core/rnaseq
Ver: v3.12.0 (Frozen)
Container: Docker v24.0
08:00:01 :: INGEST_HANDSHAKE [COMPLETE]

>> Received packet: raw_reads_v2.fastq.gz (145 GB)

>> Calculating Checksum...

>> SHA-256: e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855

>> Signature Verified. Data Locked in Vault.

08:04:12 :: STRESS_TEST_ENGINE [CRITICAL]

>> Analyzing Target: CTLA4

>> Artifact Detection: DETECTED (Batch Effect in Cohort B)

>> Auto-Correction: APPLIED (Combat-Seq)

Global Atlas Benchmarking (n=12,400)

Reproducibility Score
98/100
Clinical Signal Strength
High Conf.

>> PASS: Signal exceeds noise threshold in 94% of reference cohorts.

08:15:00 :: AUDIT_FINALIZATION [READY]

>> Generating Compliance Report...

>> Review Board: DSB-04 (Lead)

>> Status: DUE_DILIGENCE_READY

Tailored Intelligence For Every Stage

Venture Capital

Don't rely on pitch decks. Run a "Technical Audit" on prospective portfolio companies before you wire the funds. Verify the asset exists and replicates.

FOR DEAL FLOW →
HIGH GROWTH

Early-Stage Biotech

Prepare for the exit from Day 1. We act as your external Due Diligence partner, ensuring your data integrity stands up to investor scrutiny during Series A/B.

FOR EXIT STRATEGY →

Academic Institutes

Automate your Data Management & Sharing Plans. We provide the "System of Record" infrastructure for TTOs and Core Facilities.

FOR GRANT COMPLIANCE →

The Derisk Advantage

DEFENSIBLE ASSETS

The Data Vault

Your biological data is fragmented. We unify it. A secure, immutable cloud vault that becomes your organization's single source of truth.

Acquisition Ready

Built on 21 CFR Part 11 principles. Automated generation of immutable figures and audit trails that survive technical due diligence.

Harmonized Bio-Atlas

Don't benchmark against noise. We provide access to our curated atlas of harmonized public data, cleaned for clinical relevance.

Automated Engine

We don't sell hours. We sell uptime. Our automated pipelines process terabytes of data overnight, standardized and error-free.

Biology as Code

ARCHITECTURE: CONTINUOUS_VALIDATION_PIPELINE

Zero Manual Intervention
STEP_01

Containerized Ingest

Raw FASTQ/BAM files are ingested via secure API. Data is immediately encapsulated in a Dockerized Environment to neutralize version dependency issues.

STATUS: NORMALIZED
STEP_02

Unit Testing

Automated QC scripts run aggressive "Unit Tests" on your samples. We detect batch effects, low reads, and outliers before compute resources are wasted.

AUTO-FAIL: < 80% Q30
STEP_03

Global Integration

Your clean data is projected onto our Global Reference Atlas. We measure signal robustness across 12,000+ external cohorts instantly.

CORE IP ENGINE
STEP_04

The "Freeze"

Pipeline execution is halted. Containers, parameters, and results are hashed (SHA-256). A "Frozen State" is written to WORM (Write Once, Read Many) storage.

IMMUTABLE
STEP_05

Build Artifact

The system generates the "Glass Box" artifact: a self-contained, executable package containing your validation proof, ready for Due Diligence.

READY FOR DEPLOY
DEPLOY
Enterprise Environment Ready

Your Asset Deserves
Institutional Defense.

We are currently onboarding partners for Q4. Secure your data vault today and establish the audit trail that protects your valuation.

RESPONSE TIME: < 24 HOURS

Book an Analysis Session

Configure your session parameters. Our Lead Expert will review this context to prepare your computational environment before we meet.

01

Scientist Details

02

Data Specifications

03

The Objective

Encrypted Transfer