Composabl Platform: AI Muti-Agent Orchestration and Builder Studio
by Composabl
End-to-end industrial AI SaaS platform to orchestrate, train, benchmark & deploy multi-agent systems
Built by engineers for engineers
Rapidly deploy intelligent agents that drive real-world automation, improve efficiency, and preserve expert knowledge. Built by engineers for engineers, Composabl is modular, explainable, and designed to scale industrial operations through AI-powered decision-making. With our powerful Orchestration Studio, you can seamlessly build and operationalize multi-agent AI systems that integrate directly into your existing operational landscape. Whether you’re working with mathematical algorithms, RPA tools, or diverse data systems, enhance your stack by embedding decision intelligence at every layer. Unlock the full potential of advanced AI technologies - including deep reinforcement learning (DRL), machine learning (ML), and our machine teaching methodology - to drive real-time decision-making and intelligent automation.
Industry-Proven Results
We have the experience. CEO & Founder, Kence Anderson, and his team have been building AI systems for Fortune 500 industrials since 2017
- Glass Bottle Manufacturing Automated a process previously untouched by AI, creating an agent that mirrors expert operator logic and delivers recommendations through the HMI
- Logistics Scheduling A Fortune 50 logistics company replaced fragile, human-dependent scheduling systems with a reliable multi-agent solution that maintains throughput even during staffing gaps
- Oil & Gas A Fortune 10 energy giant chose Composabl to develop autonomous agents for a Virtual Operator Program spanning hundreds of real-world use cases
- Aerospace A global aircraft manufacturer leveraged Composabl’s orchestration tools to simulate passenger population dynamics—something previous internal efforts failed to achieve
Key Platform Capabilities
1. No-Code Agent Orchestration Studio Composabl’s
studio environment enables teams to build, train, benchmark, and deploy agents
using a no-code interface. Engineers without programming backgrounds can easily
create and orchestrate agent systems that replicate high-value industrial
skills.
2. SDK for Advanced Integrations For advanced
users, Composabl offers a robust Python SDK that integrates any model - LLMs,
reinforcement learning agents, proprietary algorithms - into orchestrated agentic
systems. This provides unmatched flexibility for AI R&D and
enterprise-scale deployment.
3. Real-Time Physical Deployment Unlike
traditional AI that’s limited to dashboards, language based only functionality
or offline models, Composabl is designed for real-time operation in the
physical world. Its agents connect to control systems, factory floor equipment,
and interfaces like SCADA, MES, HMI, and ERP.
4. Simulation-Based Machine Teaching Before going
live, agents are trained in realistic simulations to test and refine
performance. Using Machine Teaching, expert operators can “teach” the AI by
embedding their experience into agent behaviour, ensuring safe, efficient, and
expert-aligned outcomes.
Differentiation
Most industrial AI solutions are either narrow (e.g.,
IIoT dashboards, predictive analytics) or too rigid (monolithic models that
can’t adapt). Composabl breaks the mould by enabling real-time autonomous
decision-making through multi-agent systems that are:
- Modular Like a machine, built from interchangeable, upgradable parts
- Adaptable Agents learn and evolve based on changing operational conditions
- Explainable Every decision is traceable to a designed agent and behaviour model
- Human-Aligned Preserves and scales human expertise through intuitive interfaces
Not a Blackbox – It's a Workbench
Composabl is not a black box. It’s a workbench. Engineers get the tools they need to build real systems - systems that preserve decades of institutional knowledge, support complex operations, and scale human insight into intelligent automation. This is Well-Engineered AI: reliable, maintainable, and extensible like any critical industrial system.
Common Use Cases
Bulldozer PID
control
Platinum mine rock crusher
Aircraft manufacturing
Thermal reactor control
Pharma MPC optimisation
CNC calibration
HVAC/Chiller optimisation