R&D Operations under AI Coordination
Seamless management of complex R&D projects — where AI and humans collaborate in real-time. Agentic Automation systems will take on large workloads, allowing your team full control at every key decision point
Why do traditional R&D projects often fail?
Scattered & Chaotic Processes
Projects lack standards and have vague goals, leading to inconsistent implementation and loss of control.
Lack of Operational Transparency
Stakeholders struggle to track actual progress, budget burn rates, and risks due to lack of transparency when working with external experts.
Unverified Research Quality
Lack of independent verification systems and standardized control points makes assessing the accuracy and feasibility of results impossible.
Data & Knowledge Loss
Valuable insights and methodologies are dispersed or lost after project completion, preventing reuse and stifling future innovation momentum.
Comprehensive R&D Project Management Toolkit
AI Assistant System
PI Agent (Coordinator)
Monitors real-time progress, manages task dependencies, and proactively alerts about operational risks or bottlenecks before they impact project timelines.
Optioning Agent (Strategist)
Proposes diverse hypotheses and feasible research paths, helping the team weigh tradeoffs between Cost - Speed - Innovation potential to select the most optimal strategy.
Validator Agent (Appraiser)
Strictly checks research protocols based on logic constraints, available resources, and safety standards to ensure output reliability and minimize failure rates.
Compliance Agent (Protector)
Enforces NDA regulations by automatically masking Personal Identifiable Information (PII) and managing data disclosure rights, ensuring absolute legal safety during external collaboration.
Continuous Learning Agent (Optimizer)
Automatically distills 'Lessons Learned' from every project to update the organization's knowledge base, ensuring successful models are reused and old mistakes never repeat.
How does VBrain Collab ensure project quality?
Smart Initialization
Through project context analysis, VBrain initializes a Research Charter to clearly establish goals, scope, and legal constraints right from the start.
Strategic Planning
AI Assistant will create standardized Research Protocols and detailed Standard Operating Procedures (SOPs), while proactively identifying risks and setting KPIs to ensure maximum feasibility.
Task Decomposition
Transforms macro goals into specific action maps through smart Work Breakdown Structure (WBS) algorithms. AI automatically breaks down projects into scientific milestones and iterations, allowing managers flexible customization to optimize resources.
Execution & Monitoring
Digitizes all experimental activities through Experiment Logbooks to ensure data integrity and transparency. Simultaneously, PI Agent acts as a 24/7 watchtower, continuously monitoring progress against plan and immediately alerting management to operational risks.
Dual Appraisal
Research results will be automatically scanned for logic errors by Validator Agent before undergoing in-depth appraisal by independent experts, ensuring absolute reliability for the final result.
Knowledge Crystallization
The system automatically aggregates all experimental data, evidence, and reports into a complete intellectual property asset for handover. More importantly, VBrain distills 'Lessons Learned' and permanently stores them in the Enterprise Knowledge Base, paving the way for future reuse.
Pricing
Basic plan
or $199 yearly
Business plan
or $299 yearly
Enterprise plan
or $499 yearly