The Visual Agentic IDE for Industrial R&D
Build, automate, and scale your R&D workflows in one place. From data and AI to fabrication and production.
22+ specialized nodes. Agents that learn from every run. Built for real-world manufacturing.
One Platform. Three Superpowers.
Build
Design workflows visually
Connect data, models, and fabrication steps with specialized nodes on a canvas. Go from idea to execution fast.
Learn
AI that compounds your expertise
Every run captures context and results. Your system improves over time. No more lost knowledge.
Scale
Package and distribute.
Turn your best workflows into installable Harnesses, complete with skills, memories, and system prompts.
Your entire R&D pipeline, on one canvas.
Build workflows as connected systems instead of isolated steps. Data, models, and fabrication processes run together with full traceability.
Build harnesses. Deploy agents. Extend from the marketplace.
Visual Workflow Canvas
Design and execute workflows in a structured environment. Every step is tracked, reproducible, and connected.
Agentic Orchestration
Run AI agents inside controlled workflows with full visibility. Decisions are traceable and aligned with your system logic.
Harness Marketplace
Reuse and adapt proven workflows across teams. Each workflow becomes a reusable unit of execution.
Dual Engine Architecture
Combines real-time orchestration with scientific computing. Built for real R&D workloads, not lightweight automation.
Modular Nodes, Extensible by Design.
Loominus is built on a set of interoperable node types. Each node represents a capability in your pipeline.
MCP Module
AGENTIC WORKFLOWS POWERED BY THE MODEL CONTEXT PROTOCOL
Integrates AI models and external tools into workflows. Enables controlled and contextual intelligence.
Learn MoreInformatics Module
EMBEDDED INTELLIGENCE AT EVERY STEP
Handles data ingestion, processing, and analysis. Turns raw inputs into structured outputs.
Learn MoreCAD/CAM Module
FROM DATA TO DESIGN TO FABRICATION
Connects design with fabrication workflows. Bridges digital models with production processes.
Learn MoreIoT Module
AUTOMATE COMPLEX WORKFLOWS ACROSS LAB SYSTEMS
Integrates hardware and lab systems into execution. Connects digital workflows with the physical world.
Learn MoreThe right context, at every level.
Loominus structures context across the entire system. No more guessing where data comes from. Everything is structured and traceable.
Global
Platform-wide API keys, system prompts, integrations
Workspace
Team-shared skills, MCP servers, knowledge sources
Project
Project-specific overrides and local context
Workflow Harness
Pipeline-level system prompts, skill bundles, memory controls
Canvas Node
Granular per-node skill attachments and context overrides
Visual layer badges show exactly where every setting comes from — no guessing, no hidden overrides.
Beyond R&D. Business Intelligence Built In.
Loominus is not just an R&D tool. It enables leadership to define product intent and constraints and continuously incorporates intelligence from literature, patents/IP landscapes, competitor and market signals, and internal datasets into decision-making.
IP & Patent Landscape
Understand the space as you build.
Market & Competitors
Track signals that shape your product.
Regulatory Readiness
Stay aligned from early research to production.
Supply Chain
Factor sourcing and constraints early.
Literature Intelligence
Bring research directly into workflows.
Full Lifecycle Coverage
From idea to product in one system.
From Validated Workflow to Production Recipe.
Turn validated workflows into production-ready processes. No manual translation.
Full Traceability
Track every step and decision.
Built-in QC Logic
Ensure consistency across runs.
Factory Integration
Move from lab to production smoothly.
Institutional knowledge that compounds, not evaporates.
Your work should not disappear after each run.
Skills Library
Store and reuse methods, protocols, and workflows.
Procedural Memory
Capture how work is done and improve it over time.
Rich-text skill editor with versioning
Human-in-the-loop memory approval
Automatic memory injection during execution
Memory statistics dashboard
Your best scientist's expertise, installable in one click.
A Harness is more than a workflow template, it's a complete intelligence package. The node pipeline, the skills that drive it, the procedural memories that refine it, and the system prompts that guide it.
Workflow Templates & Harnesses
Publish as a Workflow Template (pipeline structure only) or a full Harness (pipeline + skills + memories bundled). One-click installation with deep import creates local copies of all bundled resources.
MCP Servers & Skills
BLI-hosted MCP servers, BLI-verified third-party servers, or bring your own model APIs. Agentic skills give your workflows access to literature mining, data analysis, instrument control, and domain-specific intelligence.
Central Registry
Browse and install from a unified registry alongside MCP servers, workflows, and individual skills. Version tracking, download counts, and public/private visibility controls for every published asset.
Example: When your scientist perfects her polymer characterization pipeline, she publishes it as a Harness. When a new hire installs it, they get the pipeline and six months of accumulated expertise.
Build It. Publish It. Earn From It.
Loominus turns every engineer and researcher into a creator. Productize your workflows, automations, and agentic skills and then publish them on the marketplace to monetize your domain expertise.
Build
Create workflow harnesses, agentic skills, and extensions using the visual editor. Package your domain expertise into reusable, shareable modules.
Publish
List your creations on the Loominus Marketplace. Set visibility, licensing, and pricing. From free community contributions to premium commercial extensions.
Monetize
Earn revenue every time another team installs and uses your published harnesses, plugins, or agentic skills. Turn your R&D expertise into a product.
Compliance is architecture, not an afterthought.
Every workflow execution is logged with timestamps, duration, token usage, and cost. Every document change is versioned with manual snapshot capability. User actions are recorded in a comprehensive audit log designed for regulatory traceability.
Role-based access control: Admin, Editor, Viewer
Immutable audit log with event filtering
Document version history with revert and snapshots
Regulatory compliance tagging (ASTM, ISO, FDA, GLP)
Execution cost and token tracking for budget governance
Workspace visibility controls (Private / Shared)
One platform. Six verticals.
"Imagine replacing six disconnected tools and three weeks of manual review with a single stability pipeline that gets smarter every run."
A drug delivery team could wire HPLC import, USP stability thresholds, and AI-drafted deviation reports into one Loominus workflow. Over time, Procedural Memory would learn which acceptance criteria tend to produce false positives — potentially cutting manual review cycles dramatically and surfacing degradation signals that spreadsheet-based processes routinely miss.
The more you use Loominus, the more valuable it becomes.
Most tools deliver the same value on day 1,000 as day 1. Loominus compounds. Every experiment makes the platform smarter. Every Harness makes your organization faster.
Execute workflows
Every run generates data, logs, and cost metrics.
AI agents propose learnings
Procedural Memory captures insights automatically.
Your team reviews and approves
Human-in-the-loop ensures quality.
Memories enhance future runs
Every previous experiment's insights compound.
Proven workflows become Harnesses
Package with accumulated skills and memories.
New teams start at the frontier
Instant access to months of accumulated expertise.
This isn't just a tool. It's a knowledge flywheel for R&D.
Built for Engineers, Researchers, and Creators.
Business leaders, R&D teams, and manufacturing engineers work in one system. From strategy to lab execution to production.
Principal Scientists
Replace disconnected tools with one system. Full traceability, AI-assisted analysis, and procedural memory that captures how your team works. Knowledge compounds over time.
R&D Managers
Track workflows, costs, and compliance in real time. Role-based access, audit logs, and clear visibility across teams. From weeks to hours.
Computational Scientists
Build pipelines visually with 22+ node types. Reduce custom scripting for standard work. Create reusable infrastructure instead of one-off analyses.
VPs of Innovation
Scale R&D without scaling headcount. Reuse proven workflows across teams. Track AI ROI and move pilots into production.
Business Leaders & Executives
Connect R&D to product and business outcomes. Define constraints across cost, regulation, and markets. Make decisions with real-time intelligence.
Manufacturing Engineers
Receive validated digital recipes ready for production. Full traceability, QC logic, and system integration. No manual reconstruction from lab to factory.
Start Free. Scale When Ready.
Loominus Studio Starter is free for 30 days with unlimited AI workflow executions and BYO model APIs. Upgrade to Pro for CAD/CAM and Informatics modules, or go Enterprise for full compliance and on-premise deployment.
View Full PricingCommon Questions.
Stop stitching together tools. Start compounding knowledge.
Loominus Studio brings your R&D into one system. From AI analysis and design to execution and production. Every workflow run captures context and improves the system. Every published workflow makes your organization faster.
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