NEURO-SYMBOLIC RUNTIME v1.0

Stop writing analysis.
Start executing it.

Generative AI is transforming biology, but text is not enough. You can't execute a PDF.

Rete is the Runtime Environment for scientific discovery. We generate and execute verification code securely on your infrastructure to validate hypotheses in real-time.

Deploy the Runtime See Architecture
rete_agent_v4.py — VPC: eu-central-1
# Rete Agent: Verify Target Safety Protocol import rete.core as rt import rete.tox as tox def validate_hypothesis(target_id): # 1. Connect to Client Data Lake (Read-Only) data = rt.connect("s3://pharma-internal/rnaseq") # 2. EXECUTE Logic Check (Not LLM Prediction) risk_score = tox.calc_cardio_risk( data, target=target_id, model="rete-logic-v2" ) if risk_score > 0.8: # Stop the workflow if logic fails raise rt.SafetyViolation("High Toxicity") return rt.trigger_wetlab(target_id)
root@rete-engine:~# ./run_agent --verify >> CONNECTED to Secure Enclave. >> FETCHING data for Target: KRAS_G12C... >> EXECUTING Module: `tox.calc_cardio_risk`
>> WARN: Detected off-target binding (Myocardium) >> REASONING: Pathway overlap > 94% >> ACTION: HALTING EXECUTION. Validation Failed.
>> SYSTEM: Hallucination prevented. Workflow Stopped. _

The Architecture

The "Check Your Work" Engine.

Generative AI is like a brilliant but reckless assistant. It needs a supervisor. Rete couples the Creative Intuition of LLMs with a Logical Validator that enforces biological reality.

SYSTEM 1: INTUITION

Generative Proposal

The LLM scans millions of papers to propose a creative hypothesis (e.g., "Target Gene X for this disease").
Status: Unverified Guess.

SYSTEM 2: LOGIC

The Rete Compiler

Rete translates that guess into executable Python code. It checks against known biological rules (e.g., "Is Gene X actually expressed in this tissue?").

RESULT

Secure Execution

We run the code on your secure data. If the code errors or the data contradicts the hypothesis, we reject it.
We only return proven facts.

Use Cases

Programmable Biology.

// DISCOVERY

Target Validation

Automate the "Due Diligence" of new targets. Agents write scripts to cross-reference expression atlases, genetic dependency screens (CRISPR), and historical trial failures.

// CLINICAL

Protocol Logic Checks

Treat clinical protocols as code. Rete simulates patient enrollment against inclusion/exclusion criteria to find "logic bugs" that lead to trial failure.

// OPERATIONS

Automated Governance

Codify your operating model. Ensure every project passes the same battery of statistical tests before moving to the next milestone.

import rete.registry as reg

The Standard Library for Science.

We are aggregating the world's first repository of Verified Biological Logic. Every time an agent executes a successful proof, the logic is saved to the global registry.

Don't start from zero. Import the collective intelligence of the industry.

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OUR PHILOSOPHY

Architected for Reliability.

Rete was built on the thesis that Biology is an Operating System problem.

We are replacing the "Black Box" era of Biotech with a new standard:
Move Fast and Prove Things.