---
title: Life sciences & biotech: Optimization with SpinForge | SpinForge
url: https://spin-forge.com/industries/life-sciences
description: Sequence, structure and combination design for drugs, proteins and nucleic acids.
---

SPINFORGE BY INDUSTRY

# Life sciences & biotech

Sequence, structure and combination design for drugs, proteins and nucleic acids.

5 problem types · 3 applications · 3 products with measured results

## Problems SpinForge models here

- Protein folding on a lattice model
- Molecular conformation search
- Gene regulatory network inference
- CRISPR guide RNA selection
- Phylogenetic tree construction

## Applications

[Validated demo

### Protein Designer

Designs an amino-acid sequence for a target protein fold.

α-helix contact map: optimal sequence, equal to the exhaustive optimum (-109.876).

Product page](https://spin-forge.com/industries/life-sciences/protein-designer) [Validated demo

### DNA Designer

Designs DNA or RNA sequences that fold into a target structure.

24-nucleotide hairpin target: F1 0.94 against the target pairing (not an exact match).

Product page](https://spin-forge.com/industries/life-sciences/dna-designer) [Tested prototype

### Drug Interaction

Chooses multi-drug combinations for benefit under interaction limits.

Product page](https://spin-forge.com/industries/life-sciences/drug-interaction)

## Products with measured results

[SpinForge Bio](https://spin-forge.com/discovery/bio) [AMDE + ALCHEMI](https://spin-forge.com/synthesis/amde-alchemi) [Discovery Core](https://spin-forge.com/discovery/core)

## Pricing

INDUSTRY PACK

### Life sciences & biotech pack

$135,000 / year

$180,000 bought separately: 25% less as a pack.

- [SpinForge + Atlas](https://spin-forge.com/spinforge) $90,000
- [Protein Designer](https://spin-forge.com/industries/life-sciences/protein-designer) $45,000
- [DNA Designer](https://spin-forge.com/industries/life-sciences/dna-designer) $45,000

Pilot included: [Drug Interaction](https://spin-forge.com/industries/life-sciences/drug-interaction) (one $30,000 focused sprint, quoted with the pack).

List prices are annual licences for a named scope; written orders set the final terms. Deployment and integration use the $15,000 workload assessment or the $30,000 focused sprint.

## How to read these pages

Validated demo

One real instance solved end to end through the application and checked against the exact answer or an explicit legality check (GPU campaign box, June 2026). Instances are small; a demo is not a benchmark.

Tested prototype

Working software with a passing test suite. No benchmark result is recorded yet.

Problem type

A problem SpinForge + Atlas can turn into a model it solves. Ask us for results on your instances.

Products

Catalog products with measured results on their own pages.

[Discuss a life sciences workload](https://spin-forge.com/contact)

Applications run on SpinForge + Atlas and are delivered through a scoped engagement; each has its own product page. Results describe the stated instances and conditions and are not a guarantee of results in your environment. See the [Terms of Use](https://spin-forge.com/terms).