Synchronize Project Assets
Pull selected, authorized project files into a local workspace.
Bring the assets needed for your task into your working environment without relying on informal file handoffs.
Nimble Platform / Powerful Utilities
Nimble Sync
Local R workflows and AI-assisted QC
Bring authorized Nimble project assets into your local R environment and preserve their folder structure. Use Nimble's QC agent to compare independently programmed deliverables with the primary work, identify differences, and investigate their root causes.
Keep Local Work Connected to the Study
Use a project-linked companion tool when your workflow calls for local programming. Keep the relevant data, files, and programs organized around the same study context.
Preserve Project Structure
Maintain expected folder paths and organization between Nimble and local work.
Keep programs and their supporting files in a recognizable project structure so dependencies are easier to follow.
Reproduce Results Locally
Rerun programs using the corresponding study data, R packages, and project structure.
Align your local environment with the platform workflow when reproducing outputs or investigating a result.
Accelerate QC with AI
Compare independently programmed datasets and reporting outputs against the primary deliverables with Nimble's QC agent.
Bring the supporting programs into the investigation so the agent can examine both the differences and the logic behind them.
From Differences to Root Causes
Investigate Double-Programming Results with AI
Give the QC agent the independently programmed artifact and its supporting program for comparison with the primary work. Move from identifying a discrepancy to understanding what caused it, with evidence your team can review.
Identify the Differences
Compare primary and independently produced datasets or reporting outputs to identify where the results disagree.
Focus the review on specific differences rather than manually working through every record or output.
Investigate the Root Cause
Ask the QC agent to examine the differences alongside the primary and independent programs and their supporting data.
Trace discrepancies back to the relevant logic, derivations, input data, or reporting choices and explain the likely cause with supporting evidence.
Focus the Team's Follow-Up
Use the findings and root-cause analysis to guide corrections and further review.
Keep programmers and reviewers in control of the resolution while AI accelerates the comparison and investigation work.
A Companion to Your Nimble Workspace
Nimble Sync works with authorized platform access and an approved local R environment. It extends project work onto your machine; it is not a replacement for the platform's project permissions.
Connect to Your Project
Authenticate with Nimble and select the project and resources available to you.
Work in Your Local R Setup
Use the local tools appropriate for your programming and review work while retaining the expected project organization.
Prepare Review Evidence
Keep the programs, outputs, and supporting files needed to explain and compare local results together.
Available on Demand
Set Up Nimble Sync for Your Team
Nimble Sync is available on demand. Contact us to discuss platform access, your local R setup, and the synchronization or AI-assisted double-programming QC workflow you want to support.