The AI kit for Process Development Scientists

Maps and models your unit operation, then finds the bottleneck. Example: shows why your filtration step adds 4 hours per batch.

Turns raw run data into a formatted report with figures and citations. Example: drafts your process characterization report for the tech transfer packet.

Writes SOPs, work instructions, and process maps your operators can follow. Example: an SOP for the new chromatography column packing step.

Picks the right test and explains the output in plain words. Example: tells you whether a t-test or ANOVA fits your three-batch comparison.

Like "Build A Cohesive Narrative From Research Findings"

Like "Apply Non-Parametric Statistical Tests"

Like "Analyze Process Data for Improvements"

Like "Analyze Data for Reports"

Every analysis has its assumptions checked, with violations decided by the investigator.

Complete a documented, ordered laboratory investigation of an OOS result and decide whether a retest is allowed.

Catch relevant new patent filings every week and explain why each matters.

Define an operating window that the data actually support, with extra runs where it is thin.

Lets your AI convert between thousands of units and check unit math, all offline.

Your AI can search academic papers, read them, map citations, and save them into a personal library.

Lets your AI search the web, news, and images through Microsoft Bing while you chat.

Lets your AI search trusted sites, read full articles, and give you real, clickable sources.

Undermind (YC S24) is an AI agent that conducts deep, targeted searches of research literature, delivering highly relevant results for complex topics—10-50x mor

Knowledge Hub centralizes information, providing quick access to accurate data and insights. It streamlines research and decision-making by organizing knowledge

ResearchGPT lets researchers quickly access insights from 282M+ papers, upload PDFs for instant Q&A, and automate literature reviews, presentations, and article

Pane is an AI spreadsheet that edits cells, writes real formulas, extracts tables from PDFs, cleans messy data and builds charts-so every change is visible, edi

Keeps your sources, notes, and drafts in one place so every report claim traces back to evidence.

Cuts revision cycles by linking each sentence to its source during writing and review.

Watches a narrow topic and shows you why each paper was included or skipped.

Automate LabArchives electronic lab notebook operations via API.

Manage scientific protocols on protocols.io via API: search, create, update, publish, and organize. No hype, no emoji, no 'leverage'/'empower'/'seamle

Writes Opentrons Protocol API v2 Python scripts for Flex/OT-2 liquid handling workflows.

Processes physiological signals (ECG, EEG, EDA, RSP, EMG, EOG) into clean metrics and analyses for research or clinical use.