The AI Computer System
For Scientists

Get back to doing real science—with your own private AI.

River is your lab's AI computer.
Personal, private, and built entirely for your work.
Hallucination-free and HIPAA-ready by design.

A Week in the Lab with River

Monday • Grant Writing

Submit to 10x more funding opportunities with speed and precision

River monitors LOIs and RFAs from institutes, foundations, and funders, then helps you rapidly craft targeted applications. Accelerate your funding acquisition with intelligent reuse, targeted messaging, and deadline tracking across multiple opportunities.

LOI Auto-Generator
RFA Response Builder
Multi-Funder Submission Assistant
Opportunity scanner → LOI generator → RFA response builder → Multi-submission tracker → Deadline manager
Wednesday • Data Analysis

Explore your data freely—no data scientist required

Query your datasets in plain English, slice and dice variables instantly, generate statistical summaries, and create publication-ready visualizations. River transforms you into your own data scientist—no consultants, contractors, or waiting for IT.

Natural Language Query Helper
Statistical Analysis Assistant
Auto-Visualization Generator
Natural language queries → Instant data slicing → Statistical analysis → Auto-visualization → Export results
Friday • Manuscript Writing

Transform protocols into manuscripts with AI precision

River extracts methods sections directly from your protocols, adapts writing style to different journal requirements, and ensures zero confabulation—only your authentic research content. Reformat once, submit anywhere with confidence.

Methods Section Generator
Journal Format Adapter
Protocol-to-Paper Bridge
Protocol import → Methods extraction → Journal style adaptation → Reference formatting → Submission preparation

The AI Desktop That Works Like Magic

Familiar workflows enhanced with AI superpowers

Smart Autocomplete

Context-aware suggestions for grants, papers, and protocols

⇥ Tab

Ask Anything

Query your entire lab dataspace with natural language

⌘ ?

Smart Diff

Track changes across versions with semantic understanding

⌘ D

Semantic Find

Search by meaning, not just keywords

⌘ F

Universal Clipboard

Copy between formats: Word → LaTeX → HTML

⌘ C

Live Data Bridge

Connect REDCap, R, Python scripts seamlessly

⌘ L
HIPAA-ready & self-hostable No hallucinations—verifiable from your data Local & private by default
“River eliminated the friction between having an idea and testing it. My grant applications are cleaner, my manuscript writing is effortless, and my lab meetings actually focus on science instead of logistics.”
— Dr. Sarah Chen, Principal Investigator, Stanford Medicine
94%
Grant acceptance rate
<200ms
Query response time
0
Hallucinations detected

Before & After River

See how River transforms your academic workflow

Task
Today
With River
Grant Writing
Word docs, version chaos, manual citationsSlow & error-prone
AI-assisted drafting, tracked changes, auto-citations70% faster
Manuscript Writing
Copy-paste from protocols, manual reformattingSlow & error-prone
AI-extracted methods, auto journal formatting75% faster
Literature Review
Scattered PDFs, manual note-takingSlow & error-prone
AI synthesis, semantic search, auto-linking60% faster
Data Analysis
Context switching between toolsSlow & error-prone
Unified interface, natural language queries50% faster

What Makes River Different

Built specifically for academic research workflows

One Engine, All File Types

PDFs, Word docs, Excel sheets, R scripts, Python notebooks—River understands them all and connects the dots.

Source-Anchored Answers

Every AI response links back to your original documents. No hallucinations, just verifiable insights from your data.

Plain-File Safety Net

Your data stays in standard formats. Export anytime, import anywhere. Never locked into proprietary systems.

Deployment Options for Labs

Run River how your lab prefers

River Cloud

Hosted Solution

Ideal for: labs wanting immediate access

Managed updates, automatic backups, 99.9% uptime

river.app
River Space
☁️
AWS Cloud Server
Starting at $99/month

River on Mac

Desktop Application

Ideal for: individual researchers and small teams

Local processing, offline access, seamless sync

River Space Interface
Starting at $49/month

River Box

Self-Hosted Hardware

Ideal for: labs requiring full data control

HIPAA-compliant, air-gapped option, local AI processing

River Box Hardware
Starting at $6,999

Start on Cloud and migrate to Box at any time. Your data and workflows go with you.

Security & Compliance

Enterprise-grade security for academic environments

HIPAA Ready

Built-in compliance, audit trails, and encrypted storage meet healthcare requirements out of the box.

Seamless Integration

Direct connections to REDCap, Cayuse, institutional systems. Works with your existing workflow.

Indirects Eligible

River subscriptions qualify for F&A recovery on federal grants. Turn AI into a revenue center.

Ready to accelerate your research?

Join labs already using River to write faster, analyze deeper, and publish more.

“River pays for itself in the first grant cycle.”