Context is the new compute layer for life sciences and healthcare

Salt is the definitive contextual AI platform that unpacks the 'black box' of enterprise AI applications for life science and healthcare organizations. Execute complex, multi-model, nested swarms of general and specialized models in a visual-first IDE.

Salt is the definitive contextual AI platform that unpacks the 'black box' of enterprise AI applications for life science and healthcare organizations. Execute complex, multi-model, nested swarms of general and specialized models in a visual-first IDE.

Salt is the definitive contextual AI platform that unpacks the 'black box' of enterprise AI applications for life science and healthcare organizations. Execute complex, multi-model, nested swarms of general and specialized models in a visual-first IDE.

The inevitabilities
shaping life sciences

Data / model explosion

-omics, spatial biology, healthtech and sensor streams are compounding; specialized models proliferate

AI swarms become norms

General and specialized models, datasets, and tools must collaborate on shared tasks.

Infrastructure complexity

Enterprise deployments cross data silos, compliance firewalls, and regulatory constraints

Context is computational

System prompts, action prompts, data focus (RAG), and workflow design must be captured as a software layer available to models

Execution wins

Visual coding and the ability to nest workflows drives up design quality and engineering velocity.

Our thesis

In the multi‑model world, context rules. Salt makes context programmable, portable, and fast.

What is Salt?

Contextual AI platform
for life sciences

Compute-ready context layer

Capture workflow graphs, prompts, and data links as a single JSON artifact. Feed this into models to steer behavior precisely. Export, version, and reuse across teams.

Compute-ready context layer

Capture workflow graphs, prompts, and data links as a single JSON artifact. Feed this into models to steer behavior precisely. Export, version, and reuse across teams.

Compute-ready context layer

Capture workflow graphs, prompts, and data links as a single JSON artifact. Feed this into models to steer behavior precisely. Export, version, and reuse across teams.

Visual-first IDE

Salt's visual IDE lets domain specialists build and drop nodes, define and expose parameters, all while collaborating in real-time. Hot-swap to newest models without rewrites. Version workflows like code. From idea to prototype in minutes—empowering coders to build faster and non-coders to engage directly in the build.

Visual-first IDE

Salt's visual IDE lets domain specialists build and drop nodes, define and expose parameters, all while collaborating in real-time. Hot-swap to newest models without rewrites. Version workflows like code. From idea to prototype in minutes—empowering coders to build faster and non-coders to engage directly in the build.

Visual-first IDE

Salt's visual IDE lets domain specialists build and drop nodes, define and expose parameters, all while collaborating in real-time. Hot-swap to newest models without rewrites. Version workflows like code. From idea to prototype in minutes—empowering coders to build faster and non-coders to engage directly in the build.

Seamless integration

Native integrations to general LLMs, life sciences and clinical -specific models, ELN/LIMS, EHRs, public data repositories, web APIs. Add new connections on the fly - anything you can do in code you can do in Salt. Vectorize at the workflow level for model dialogue. Deploy to API, chat, or web in one click—no infrastructure headaches.

Seamless integration

Native integrations to general LLMs, life sciences and clinical -specific models, ELN/LIMS, EHRs, public data repositories, web APIs. Add new connections on the fly - anything you can do in code you can do in Salt. Vectorize at the workflow level for model dialogue. Deploy to API, chat, or web in one click—no infrastructure headaches.

Seamless integration

Native integrations to general LLMs, life sciences and clinical -specific models, ELN/LIMS, EHRs, public data repositories, web APIs. Add new connections on the fly - anything you can do in code you can do in Salt. Vectorize at the workflow level for model dialogue. Deploy to API, chat, or web in one click—no infrastructure headaches.

Optimized compute

Optimize compute with autoscaling and caching. Salt intelligently deploys across CPU/GPU with built-in vector/graph stores. Salt team configures models for improved performance on Salt vs. out-of-the-box.

Optimized compute

Optimize compute with autoscaling and caching. Salt intelligently deploys across CPU/GPU with built-in vector/graph stores. Salt team configures models for improved performance on Salt vs. out-of-the-box.

Optimized compute

Optimize compute with autoscaling and caching. Salt intelligently deploys across CPU/GPU with built-in vector/graph stores. Salt team configures models for improved performance on Salt vs. out-of-the-box.

Compliant infrastructure

Salt deployments can be customized to meet firewalled and on-prem complexities of life sciences and healthcare. Operate securely by default, compliant with SOC 2 and HIPAA.

Compliant infrastructure

Salt deployments can be customized to meet firewalled and on-prem complexities of life sciences and healthcare. Operate securely by default, compliant with SOC 2 and HIPAA.

Compliant infrastructure

Salt deployments can be customized to meet firewalled and on-prem complexities of life sciences and healthcare. Operate securely by default, compliant with SOC 2 and HIPAA.

How it works

Transparent collaboration, powerful results

Key features

Track versioned runs and compare model outputs.

Hot-swap models while preserving workflows.
Enable non-coders to make live changes safely through drag-and-drop nodes with exposed parameters
Data is vectorized at the workflow level

Case Study: Orders of magnitude more efficient performance. Implementation time cut to weeks

Salt powers a live hit‑identification workflow that chains nine models, including split‑optimized AlphaFold2 - 22x faster - with interactive QC protein visualizations for biochemists. The result: validated computational protein hits and a dramatically accelerated pipeline.

Use cases

Accelerated Drug Design: From PDB to Wet Lab Pipeline

Text to Molecule: Automated Protein Discovery Workflow

Med Affairs agent bot

Compliant deployments

We meet your infrastructure needs with seamless integration, whether in the lab, on the cloud, or behind secure firewalls

Deployment modes

Lightweight mode: A compact, all-in-one single-machine setup ideal for rapid prototyping, pilot studies, and development environments. It minimizes setup time so you can focus on breakthroughs.
Scalable mode: Multi-node architecture with separated core services and runners. It enables parallel processing to handle growing datasets and complex simulations without bottlenecks.
Enterprise mode: High-availability autoscaling on cloud infrastructure. It is designed for mission-critical biomedical applications that demand uninterrupted performance and reliability under heavy loads.
On-prem, VPC, or air-gapped deployment: Securely install behind your firewall. Leverage existing compute resources like GPUs, HPC clusters, or hybrid cloud setups—perfect for sensitive research environments requiring data sovereignty.

Compliance and trust

Fully SOC 2 and HIPAA compliant. It safeguards patient data and intellectual property with enterprise-grade security standards.

Built-in traceable retrieval, comprehensive audit trails, and support for 21 CFR Part 11-ready workflows. It ensures regulatory adherence for FDA-validated processes and fosters confidence in every step of your biomedical pipeline.

Context is the new compute layer for life sciences and healthcare