The Agentic Knowledge Platform for Life Sciences.
Newton turns your documents and tabular data into one knowledge base your agents can use, with every record traceable to its source.
AI agents fail in regulated industries for one reason.
In life sciences, data lives across many systems and large volumes of documents, all bound by complex regulations. Agents can't decide what's the right context for every workflow.
That's not a model problem. It's a knowledge problem. And it's why agents hallucinate, give answers you can't trace, and can't be trusted with regulated decisions.
Fragmented master data
Same product. Many different names across ERP, QMS, RIMS, WMS, and more. You reconcile them manually. Every time.
Regulatory context without structure
Dossiers, SOPs, clinical trials, and agency guidelines live in documents. You can find them. What you can't do is connect them to your product data or reason across them without a structured knowledge layer.
Decisions without an audit trail
When a regulator asks where a data point came from, you trace it manually. In a regulated environment, that's a risk you can't afford.
Not ready for AI yet — and you know it
AI agents are only as good as the knowledge behind them. Fragmented master data and unstructured documents don't slow AI down — they make it confidently wrong. The foundation has to come first.
From siloed data to agent-ready knowledge.
Newton processes your documents and tabular data, structures them with domain models, and connects everything in one knowledge base. Your agents get domain knowledge they can use, and every record is traceable to its source.
Connect data.
Newton Cloud works with your ERP, QMS, LIMS, RIMS and other systems. Bring in documents and tabular data (CSV, XLSX, XLS).
Build knowledge.
Newton applies domain models based on IDMP and RxNorm, extracts entities, merges duplicates, and connects records from documents and tables. Every record traced to its source.
Deploy agents.
Your agents reach the knowledge and the original documents through one API and MCP server. Ask questions that cut across your systems.
Infrastructure-grade precision.
Storing data is not enough. Agents need to know what it means in your domain.
Newton adds that understanding at the foundation: domain models structure what you ingest, and every record stays traceable to its source.
01
Hybrid Knowledge Base
A knowledge graph plus a document store: entities, relationships and provenance across your documents and tables, with every record traceable to its source.
02
Domain Model Library
Domain models based on IDMP and RxNorm, with built-in models for Regulatory & Compliance, QA/QC, Track & Trace, Commercial Ops & Supply Chain and Batch Manufacturing.
03
Agent-Ready API
One API and MCP server gives your agents access to both the knowledge graph and the original documents. Developers can build on Newton Core, our open source Python SDK.
04
Traceable by Design
Every record is traceable to its source, with the original files kept alongside it. OAuth 2.0, OIDC and SSO secure agent access.
One knowledge layer. Purpose-built solutions for your workflow.
Every solution shares the same knowledge engine. Add a solution, expand the knowledge. Build you own, deploy a new agentic workflow.
A golden record. Across every system.
Newton automatically builds a single trusted record per product, material, supplier, or site. No manual reconciliation. No data silos. One source of truth your team, your agents, and your regulators can rely on.
Your regulatory knowledge. Structured and searchable.
Newton ingests dossiers, SOPs, change controls, and agency guidelines — classifies, links, and maps them to your product master. Find what you need in seconds. Act on it with confidence.
Forecast from signals, not just history.
Newton connects demand signals — ordering patterns, regulatory events, seasonal factors, supply alerts — to your product master. Your S&OP meetings finally have data that's current.
Built for life sciences domains.
Newton's domain models are based on life sciences standards such as IDMP and RxNorm, and are designed around the data and workflows of each sector below.
Pharmaceutical & Biotech
Newton for: IDMP compliance · Change control typification · GMP master data · EMA/FDA regulatory intelligence.
Advanced Therapies
Newton for: ATMP batch genealogy · Chain of identity traceability · GMP document intelligence · EMA ATMP regulatory alignment.
Medical Devices
Newton for: UDI master data · Technical file intelligence · EUDAMED integration · ISO 13485 alignment.
Cosmetics & Personal Care
Newton for: Product Information File intelligence · CPNP alignment · Ingredient safety data · EU Cosmetics Regulation compliance.
Logistics & 3PLs
Newton for: GDP-compliant distribution · Cold chain traceability · TMS/WMS master data · Customs & DG documentation.
Every workflow. One knowledge platform.
Connect your documents and tabular data, and give your team and your agents knowledge they can trace to its source.