Deep Agent Development For Multi-Step Work
Deploy agents with built-in planning, persistent memory, sub-agent spawning, and detailed system prompts.
You're Here Because...
Deep Agents are designed for teams dealing with problems like these:
AI demos that look great in meetings but can’t manage real tasks
Fragile automations that stop working as soon as something changes
Wasting hours on manual research, reporting, triage, and handoffs
Agent prototypes that only work in perfect conditions and fail in real situations
What Makes a Deep Agent Different
Most AI agents are simple. They make one attempt, use a few tools, and finish. They struggle with tasks that need many steps instead of just a couple.
Planning & Decomposition
They plan and break down goals into steps you can track.
Delegation
They delegate by sending work to specialized sub-agents for research, drafting, checking, or carrying out tasks.
Persistent Memory
They remember what matters by saving notes, files, and progress, so nothing is lost during a task.
Self-Checking
They check their own progress, spot any gaps, and adjust their approach as needed.
High-Impact Use Cases
These are real-world workflows. With planning, delegation, and reliable memory, Deep Agents turn hours of manual work into automated systems you can rely on. Here's where Deep Agents can make the most impact:
AI Case Studies
WOO: AI-Powered Healthcare Assistant
10Clouds partnered with Well Over One to build an AI agent for healthcare that provides personalized mental and physical wellness support. The agent analyzes user patterns, adapts recommendations in real-time, and navigates complex health requirements while maintaining regulatory compliance. This industry-specific solution demonstrates deep domain expertise in healthcare data and wellness protocols.
AIConsole: Our AI Agent Platform
AIConsole is 10Clouds' proprietary AI agent builder platform designed for workflow automation across industries. The platform enables businesses to create context-aware agents that integrate with existing systems, handle complex multi-step processes, and learn from organizational data. Built with privacy and customization at its core, AIConsole powers vertical agents for companies requiring specialized AI solutions tailored to their specific business needs.Z
Ready to automate complex workflows?
Don’t let manual research, triage, and reporting slow you down. Deep Agents take care of complex, multi-step tasks your team can’t get to, keeping everything organized and moving forward.
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How Deep Agents Work
How Deep Agents Work
The Project Manager
Orchestrator
The Team
Specialist Agents
The Hands
Tool & integration Layer
The Workspace
Memory & Artifacts
The Editor + Compliance
Evaluator & Guardrails
What You Get
A production-ready Deep Agent system, including:
Agent Blueprint
Roles, tool boundaries, failure modes, escalation rules
Tool Layer
Connectors to your systems (CRM, docs, ticketing, data warehouse, APIs)
Memory + Context Strategy
What gets stored, where, and how it's retrieved
Quality & Safety Guardrails
Action approvals, policy checks, escalation paths
Evaluation Harness
Test scenarios, regression checks, success benchmarks
Observability
Logs, traces, cost tracking, and "why did it do that?" visibility
Why 10Clouds for Deep Agent Development
You're not hiring a chatbot builder. You're hiring a team that ships production systems.
We’ve created tools like AIConsole to speed up implementation and lower early-stage risks.
Our pre-built AI modules help you move from prototype to production within this quarter, not next year.
Companies like Pinterest, Asmodee, and many others across different industries trust us.
Discover how Deep Agents can improve your workflows
We’ll create a custom plan to show how Deep Agents can solve your toughest workflow challenges, saving you time and delivering clear results.
SCHEDULE A CONSULTATIONPackages & Engagement Models
Deep Agent Discovery Sprint
Workflow selection, architecture blueprint, ROI model, MVP scope. For teams validating fit before committing to build.
MVP Build
One workflow, production foundation, evaluation harness, monitoring. For teams ready to deploy their first agent.
Scale & Optimize
Add workflows, reduce costs, improve accuracy, expand tool coverage. For teams scaling proven agents across operations.
Recognized and Valued by Leading Industries Worldwide
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How We Build It
Discovery
Identify 3–5 workflows where an agent delivers measurable time savings, error reduction, or throughput gains.
Blueprint & Guardrails
Define roles, tools, memory model, approval gates, failure handling.
Build MVP
Working agent on limited scope with clear success metrics and evaluation tasks.
Harden for Production
Testing, monitoring, cost controls, security review, rollout plan. This is what separates demos from deployed systems.
Scale
Reuse the architecture; add specialist agents and tools as needed.
FAQ
How is a deep agent different from a chatbot?
A Deep Agent completes multi-step tasks using memory, tools, and checkpoints, not just conversation.
Will it hallucinate?
We reduce risk through constraints, retrieval design, tool structuring, evaluation tasks, and human approvals for high-stakes actions. We also measure accuracy.
What systems can it connect to?
Anything with an API, as well as document stores, databases, internal tools, and approved automation paths.
How long until we see ROI?
Most teams see measurable impact within 4–8 weeks, including time saved per workflow, error reduction, throughput gains, and faster SLAs.
What if it makes a mistake?
Approval gates for critical actions, full audit trails, and rollback procedures. You define the boundaries.
Other AI Software Development Services
White-Label AI Solutions
Launch your own AI agent platform faster using our proven AIConsole technology.
AI Chat & Voicebot Solutions
Deploy conversational agents for customer support and sales as part of your vertical AI strategy.
AI Workflow Automation
Identify and automate repetitive processes across your organization with intelligent agents.
Ready to build your first Deep Agent together?
Start with a discovery sprint. We’ll help you find your best workflows, design the right setup, and outline an MVP you can launch this quarter.
GET STARTED