Enterprise Agentic Engineering Platform
Derbee (Distributed Execution and Routing for Business Enterprise Engine) is Datum AI Labs' enterprise-grade Agentic AI platform, built to transform business knowledge, workflows and enterprise systems into intelligent AI-powered solutions.
Rather than being another AI chatbot, Derbee provides the engineering foundation for organisations to build, orchestrate and govern AI agents that automate work, augment employees and enable entirely new AI-native business applications.
Intelligent Architecture
Enterprise Agent Ecosystem
Enterprise Knowledge
Data · RAG · Memory
AI Models
LLM · Reasoning · Routing
Intelligence Layer
Derbee AI Engine
Plan · Reason · Execute · Learn
AI Agent Workforce
Collaborate · Delegate
Business Workflows
Automate · Integrate
Enterprise AI Engineering
Derbee combines every layer required to design, deploy, and support production-ready Agentic systems.
Prompt Engineering
Define agent roles, objectives, guardrails and reasoning strategies for reliable execution.
Context Engineering
Connect enterprise knowledge, business data, memory and RAG to deliver accurate, business-aware responses.
Tools Engineering
Securely integrate APIs, enterprise applications, MCP servers and business workflows into agent tools.
Inference Engineering
Route requests to the most appropriate AI models, optimise performance, reduce latency and control AI costs.
Multi-Agent Communication
Enable specialised agents to collaborate, delegate work and solve complex business problems together.
Agentic Workflow Orchestration
Design intelligent workflows that plan, execute, monitor and continuously improve business operations.
Harnessing Enterprise Intelligence
Derbee transforms organizational knowledge into reusable, composable AI capabilities. The result is a secure AI workforce that understands business context instead of simply responding to prompts.
Contextual Execution
Agents reason through workflows dynamically, preserving state and memory across complex, multi-day operations.
Deterministic Guardrails
Combine non-deterministic LLM thinking with rigid business rules for secure, audit-ready performance.
Combined Technology Stack
Large Language Models (LLMs)
Leverage state-of-the-art foundation models tailored for your enterprise needs.
Generative Models
Create multimodal content—including text, images, audio, video, code, reports, and data formats—tailored to business needs in real time.
Retrieval-Augmented Generation (RAG)
Inject real-time, context-relevant enterprise data into agent prompts.
Enterprise Knowledge Graphs
Connect siloed data entities to capture rich relationship context.
Business Rules & Logic
Enforce deterministic policies, compliance guardrails, and industry standards.
Human-Centric AI Governance
Combine Human-in-the-Loop approvals with Human-in-Judgment oversight to ensure enterprise AI systems remain secure, compliant, transparent, and accountable.
Intelligent Workflow Automation
Run complex, multi-step business logic autonomously with self-healing capabilities.
Built for Modern Enterprises
Derbee unlocks business potential, accelerates operations, and ensures rigorous compliance.
Automate Business Processes
Offload repetitive, time-consuming operations to autonomous agent workforces.
Accelerate Knowledge Work
Equip knowledge workers with AI copilots that retrieve, analyze, summarize, and generate high-quality outputs.
Modernise Legacy Apps
Wrap old enterprise systems with intelligent AI-native interfaces and agents.
Build Scalable Products
Create next-generation, AI-first SaaS and software products with ease.
Transform Business Operations
Reimagine enterprise operations with AI agents that automate workflows, orchestrate decisions, and optimize end-to-end business processes.
Govern Enterprise AI
Full security auditing, observability, guardrails, and compliance tracking built-in.
Powered by the Datum AI Platform
Derbee is a core component of the Datum AI ecosystem, working in harmony with our knowledge infrastructure and solution layers.
Datum Fabric
Datum Fabric provides the enterprise AI infrastructure, knowledge fabric, and integration layer that powers intelligent agents across the organisation. It ensures data lineage, security, and seamless connections to internal silos.
Datumart
Datumart delivers customer-facing AI solutions that enable businesses to grow through intelligent marketing, digital commerce, customer engagement, and operational automation.
Unified Enterprise AI Platform
Together, Datum Fabric, Derbee Studio, and Datumart create a unified enterprise AI platform—from enterprise intelligence and agent orchestration to real-world business applications.
Production-Grade AI Agents
Trusted by customers to power intelligent business applications in production across marketing, branding, talent, recruitment, and adaptive learning.
All agents are engineered on Derbee Studio, enabling enterprise-grade orchestration, contextual intelligence, multi-agent collaboration, human governance, observability, and secure deployment at scale.
Build the Next Generation of Enterprise AI
Whether you're modernising internal operations, creating AI-powered products or scaling intelligent business services, Derbee Studio provides the enterprise foundation for designing, deploying and governing production-ready Agentic AI solutions.