Turn Business Workflows Into Intelligent AI Agents
Softree helps businesses design and develop AI agents that understand business context, use enterprise data and tools, and take action across real-world workflows. Extend your capabilities with an offshore AI engineering team built to develop, integrate, and scale AI agents around your business needs.
Trusted by Partners & Clients
GO ERP
Nuvento
Snapon
Jonians
Export Control Group
SP Marketplace
Bosch
Emscale
Link Innovation
IntellecttGO ERPNuventoSnaponJoniansExport Control GroupSP MarketplaceBoschEmscaleLink InnovationIntellecttBuild Enterprise-Ready AI Agents for Intelligent Automation
Develop custom AI agents that connect enterprise knowledge, core applications, and automated workflows. Softree Technology engineers production-grade agentic solutions to execute complex tasks, integrate systems, and deliver reliable business automation.
LLM Integration & Agent Architecture
Integrate suitable large language models and design agent architectures that support task reasoning, planning, and business-specific requirements.
RAG & Enterprise Knowledge Integration
Connect AI agents with internal documents, knowledge bases, and enterprise data to retrieve relevant information and generate context-aware responses.
Tool Calling & Workflow Automation
Enable AI agents to interact with APIs, databases, CRM, ERP, and business applications to retrieve information and execute configured workflow actions.
Security, Governance & Monitoring
Implement access controls, workflow validation, monitoring, and human approval where required to support secure and controlled enterprise AI operations.
AI Agent Development for
Businesses & Technology Partners
We help enterprises, consulting firms, system integrators, and technology companies build custom AI agents, connect business systems, and automate complex workflows with dedicated offshore AI engineering support.
Enterprises
Automate business processes with AI agents built around your workflows, enterprise knowledge, and existing applications.
Identify suitable use cases and integrate AI capabilities with business systems, data sources, and operational processes.
AI & Data Teams
Extend your technical capabilities with AI agent architecture, LLM integration, RAG, and workflow orchestration expertise.
Get engineering support to connect models, enterprise data, APIs, and business applications into practical AI solutions.
Consulting Firms
Expand your AI consulting and delivery capabilities with specialized AI agent development support.
Use Softree as an engineering partner for client projects involving custom agents, knowledge retrieval, workflow automation, and enterprise integrations.
System Integrators
Add AI agent development to your enterprise modernization and integration projects.
Extend your delivery capacity with engineers supporting agent architecture, API connectivity, data integration, testing, and deployment.
Microsoft & Technology Partners
Build AI-powered solutions that complement your existing Microsoft and enterprise technology services.
Access offshore engineering support for AI agents, Azure AI, Copilot integrations, Power Platform workflows, and connected business applications.
Where Our Clients Are
We work with businesses and technology partners across 13+ countries, providing offshore engineering support to build, integrate, and scale AI solutions for diverse business needs.
AI Agent Development Solutions for
Enterprise Automation
Build custom AI agents through a structured development process covering strategy, architecture, agent engineering, enterprise knowledge integration, workflow automation, security, and deployment.
01 — AI AGENT STRATEGY & ARCHITECTURE
AI Agent Strategy &
Architecture
Assess business workflows, identify suitable automation opportunities, and define the architecture, data requirements, integrations, and controls for your AI agent solution.
02 — CUSTOM AI AGENT DEVELOPMENT
Custom AI Agent
Development
Build AI agents that interpret requests, reason through tasks, use approved tools, and support multi-step business workflows using suitable language models and agent frameworks.
03 — RAG & ENTERPRISE KNOWLEDGE
RAG & Enterprise
Knowledge Integration
Connect AI agents to relevant enterprise documents, databases, and knowledge bases to support context-aware responses grounded in approved information.
04 — TOOL CALLING & SYSTEM INTEGRATION
Tool Calling &
Enterprise Integration
Connect AI agents with APIs, databases, CRM, ERP, and other business applications so they can retrieve information and perform configured actions.
05 — MEMORY & WORKFLOW ORCHESTRATION
Memory & Workflow
Orchestration
Design conversational context, task sequencing, and coordinated agent workflows to support continuity across interactions and multi-step processes.
06 — SECURITY, TESTING & GOVERNANCE
AI Agent Security &
Validation
Evaluate agent behavior and apply appropriate security controls before deployment to help ensure agents operate within defined business permissions and requirements.
07 — DEPLOYMENT & OPTIMIZATION
AI Agent Deployment
& Optimization
Prepare AI agents for production use, monitor their operation, and refine workflows based on evaluation results, user feedback, and changing business needs.
Explore how AI agents help organizations connect enterprise systems, streamline business workflows, and improve access to information through intelligent automation and custom AI solutions.
Technology Stack for Scalable AI Agent Development
Proven technologies for custom AI agent architecture, LLM integration, enterprise knowledge retrieval, and secure workflow automation.
25+ technologies across 7 layers of the stack
OpenAILLMs & MODELS
Anthropic ClaudeLLMs & MODELS
Amazon BedrockLLMs & MODELS
Mistral AILLMs & MODELS
LangChainAI AGENT FRAMEWORKS
AutoGenAI AGENT FRAMEWORKSSemantic KernelAI AGENT FRAMEWORKS
Azure AI SearchRAG & KNOWLEDGE
PineconeRAG & KNOWLEDGE
ChromaDBRAG & KNOWLEDGE
MilvusRAG & KNOWLEDGEAWSCLOUD & PLATFORM
Google CloudCLOUD & PLATFORM
KubernetesCLOUD & PLATFORM
PythonDATA & ENGINEERING
PostgreSQLDATA & ENGINEERING
Apache KafkaDATA & ENGINEERING
TypeScriptDATA & ENGINEERINGAWS IAMSECURITY & GOVERNANCE
Role-Based Access ControlSECURITY & GOVERNANCEGuardrails AISECURITY & GOVERNANCE
REST APIsINTEGRATION & APIs
GraphQLINTEGRATION & APIsPower AutomateINTEGRATION & APIsEnterprise ConnectorsINTEGRATION & APIsAzure OpenAILLMs & MODELS
Google GeminiLLMs & MODELS
Meta LlamaLLMs & MODELSLangGraphAI AGENT FRAMEWORKSMicrosoft Copilot StudioAI AGENT FRAMEWORKS
CrewAIAI AGENT FRAMEWORKS
LlamaIndexAI AGENT FRAMEWORKSAmazon OpenSearchRAG & KNOWLEDGE
QdrantRAG & KNOWLEDGE
WeaviateRAG & KNOWLEDGEMicrosoft AzureCLOUD & PLATFORMAzure AI FoundryCLOUD & PLATFORM
DockerCLOUD & PLATFORM
Hugging FaceCLOUD & PLATFORM
FastAPIDATA & ENGINEERING
RedisDATA & ENGINEERING
MongoDBDATA & ENGINEERINGMicrosoft Entra IDSECURITY & GOVERNANCE
OAuth 2.0SECURITY & GOVERNANCELangSmithSECURITY & GOVERNANCE
OpenTelemetrySECURITY & GOVERNANCEMCP (Model Context Protocol)INTEGRATION & APIs
WebhooksINTEGRATION & APIs
ZapierINTEGRATION & APIsBuilt for Long-Term Impact
Offshore Engineering Teams
Access experienced, pre-vetted engineering talent that integrates seamlessly with your team and workflows.
White-Label Delivery
Deliver solutions under your brand while Softree handles development, QA, and delivery behind the scenes.
Flexible & Scalable Engagements
Scale engineering capacity through dedicated teams, project delivery, or on-demand offshore resources.
AI, Microsoft & Modern Engineering Expertise
Build and modernize solutions across Agentic AI, Microsoft Azure, Power Platform, SharePoint, data, cloud, and modern applications.
Your Team, Extended
Work with Softree as an extension of your engineering organization, from discovery and design through production and ongoing support.
Cost-Effective Global Delivery
Leverage India-based engineering teams to increase delivery capacity while maintaining quality and continuity.
Trusted by Enterprise Teams
4.9 / 5
average rating
Based on 150+ client reviews
“We had a very positive experience working with Softree Technology. The developers were responsive and delivery was on time. We appreciate the attention they gave our project and their great communication. The final product was exactly what we wanted and we look forward to working with Softree in the future.”
Natasha Adams
Wicked Point LLC
Virginia
“Overall, we are satisfied with our collaboration in the past and your last action and response to our reported issue, really makes a difference.”
Arkady Fedorovtsjev
ECG Group
Netherlands
“SOFTREE staff worked with us to learn our installation automation technology and built exactly what we needed.”
Darrell Trimble
SP Marketplace
California
Frequently Asked Questions.
Find answers to the most common questions about enterprise AI agent development, implementation, integrations, security, and ongoing support.
Question Answer:
Softree develops custom AI agents for customer support, internal knowledge management, workflow automation, sales assistance, document processing, research, and business operations. Depending on the use case, these solutions can use large language models, enterprise knowledge sources, APIs, and connected business applications to handle defined tasks and multi-step workflows.
Question Answer:
Yes. AI agents can be integrated with Microsoft 365, SharePoint, Teams, Dynamics 365, CRM and ERP platforms, databases, REST APIs, and other supported enterprise systems. Integration methods depend on the application's capabilities and may include APIs, connectors, and custom development. Access permissions and workflow requirements are considered during implementation.
Build faster with a reliable offshore engineering partner.
Partner with Softree to accelerate product delivery, modernize enterprise systems, and scale with confidence.
What we offer
Offices
Bengaluru
11th Floor, Prestige Tech Park, Platina 2 · Outer Ring Rd, Kadubeesanahalli · Bengaluru, Karnataka 560087, India
Cuttack
PLOT B6-1628, SECTOR-10, CDA · Cuttack, Odisha 753014 · India
San Francisco
San Francisco, CA 94108 · United States
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