Monad
A unified environment for research and development. Ideate, discover, experiment, and iterate—all from a single intelligent workspace.
2. How does surprise-gated writing affect retention?
3. Trade-offs between episodic vs semantic memory?
Memory augmentation improves multi-hop by 3.2x
An agent runtime, not just an interface
Monad is a general-purpose runtime for R&D workflows. Use the workbench UI, run headless via API, or embed into your existing tools. The UI, tools, and modules are all plug-and-play.
Deep Research
Source validation with novelty and relevance scoring. Semantic understanding of what matters to your work, not just keyword matching.
Headless Runtime
Run Monad without the UI, integrate into your stack via API, or connect to existing products. Your choice.
Parallel Compute
Spin up virtual environments, provision GPUs, run multiple experiments concurrently with automatic resource management.
Autonomous Agents
Background processes that monitor literature, consolidate knowledge, and run experiments—even when you're not working.
From hypothesis to results
Define experiments in code, provision compute automatically, and track progress in real-time. Monad handles the infrastructure so you can focus on the science.
- Automatic GPU provisioning and scheduling
- Real-time metrics and loss curves
- Experiment versioning and reproducibility
- Integration with Locus for experiment memory
Agents that work while you sleep
Configure background agents to monitor literature, consolidate knowledge, and surface relevant updates. They run on your schedule, with human approval gates where you need them.
- Literature monitoring across arXiv, PubMed, and more
- Automatic knowledge pruning and reorganization
- Citation graph tracking and updates
- Goal-directed autonomous research with approval gates
Your own virtual environment
Each workspace runs in an isolated environment with its own filesystem, compute allocation, and memory store. Mount shared drives for team collaboration, or work entirely locally.
- Isolated environments per project
- Shared drives for team collaboration
- Integrated with Locus memory system
- CLI and API access for automation
The Interface
An interface that disappears
Monad's interface adapts to your current task. Start with voice or text, and the relevant tools materialize as needed. When you're in flow, the UI gets out of the way. When you need structure, it's there.
Domain-specific tools
Monad includes specialized tool suites for different verticals. Each domain comes with pre-configured integrations and workflows.
Physics & Simulation
- MHD field solvers
- Plasma simulation
- Data visualization
- HPC integration
EDA & Hardware
- Circuit verification
- Timing analysis
- Layout tools
- Synthesis integration
Life Sciences
- Protocol analysis
- Literature mining
- Clinical data tools
- Regulatory compliance
Ready to transform your R&D workflow?
Monad is currently available to select research partners and enterprise customers. Request access to learn how it can accelerate your work.