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AI

The super AI scientist is coming

General AI's deep reasoning + your proprietary R&D data.
AtomDeep AI is more than a tool—it's the intelligent bridge that connects LLMs to your lab data,transforming your ELN, Project, and other systems into a science-savvy super brain.

Structural prediction revolution

AlphaFold by the Google DeepMind team solved biology's 50-year protein folding problem, moving structural biology from observation to prediction

NVIDIA BioNeMo for generative biology

Leverages large language models (LLMs) to generate novel molecular and protein sequences, transforming drug discovery into a computable engineering problem.

AI-Driven Chemical Synthesis

AI models are now powering automated labs, enabling an unmanned closed loop from retrosynthetic analysis to autonomous experimentation.

How to build a super AI scientist?

General LLMs + Enterprise private data + scientific knowledge graph + Professional software = Super AI scientist

General AI models possess broad knowledge backgrounds, providing powerful reasoning and fundamental scientific capabilities. However, they do not understand your unique R&D history, experimental processes, or project context.

Clive humby, the british mathematician and father of the tesco clubcard, once said, "data is the new oil. it's valuable, but if unrefined, it cannot really be used."

AtomDeep AI acts like an intelligent refinery: it uses general-purpose LLMs as its engine and fuels itself with high-value private data accumulated within your enterprise—including ELN experiment records, project documents, and public literature knowledge graphs. Through RAG (retrieval-augmented generation), InAI deeply refines and learns from this data, intelligently calls upon professional software, and ultimately builds a "super AI scientist" that understands both scientific principles and your organization's core technologies.

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Method
Data
Experiment
Document

Software evolves into AI's long-term memory

Future R&D software is no longer just a recording tool but is evolving into AI's "long-term memory". Without the structured data accumulated in software, AI would be like water without a source.

  • The necessity of ELN: AtomDeep ELN forces the production of standardized, structured experimental data, which is the "high-quality nourishment" required to train an ai scientist to discover deep patterns.
  • All-system data aggregation: AI automatically captures documents in Project and experimental records in ELN, and uses vector database technology to transform this scattered data into "vector memory" that AI can understand.
Software evolves into AI's long-term memory

Scientific writing no longer starts from a blank page

Using AtomDeep AI, reduce weeks of document writing to just minutes. Based on your real experiment data, generate high-quality reports, papers and regulatory submissions with one click.

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Scientific writing no longer starts from a blank page

Professional scientific AI agent

AtomDeep AI is not just a chatbot, but an intelligent agent with professional skills. from bayesian experiment optimization to project risk monitoring, they work for you around the clock.

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Professional scientific AI agent

Next-generation knowledge management experience

Break information silos. AtomDeep AI connects data scattered across systems into an enterprise knowledge base, making every search and conversation a rediscovery of knowledge.

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Next-generation knowledge management experience

We deeply understand that R&D data is your most core asset. The architecture of AtomDeep AI is fundamentally designed to ensure data privacy and security.

Quick Contact contact@atomdeep.com +86 21 5859 5859 +86 21 5859 0900 Weekdays 9:00-18:00 (UTC+8)