OFFSHORE LLM DEVELOPMENT TEAM

LangChain Development Servicesfrom an OffshoreAI Engineering Team

Build scalable, production-ready AI applications with Softree Technology’s offshore LangChain development team. We develop LLM applications, RAG solutions, AI agents, intelligent copilots, and automated AI workflows using LangChain.

TRUSTED BY BUSINESSES AND TECHNOLOGY PARTNERS WORLDWIDE
ISO 27001:2022Information Security Management
ISO 9001:2015Quality Management Systems
OFFSHORE DELIVERYIndia-Based Engineering Teams
WHITE-LABEL READYYour Brand. Our Delivery.
NDA & IP PROTECTEDConfidential Engagements
13+ YEARSProven Engineering Experience

Trusted by Partners & Clients

GO ERPGO ERP
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SnaponSnapon
JoniansJonians
Export Control GroupExport Control Group
SP MarketplaceSP Marketplace
BoschBosch
EmscaleEmscale
Link InnovationLink Innovation
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NuventoNuvento
SnaponSnapon
JoniansJonians
Export Control GroupExport Control Group
SP MarketplaceSP Marketplace
BoschBosch
EmscaleEmscale
Link InnovationLink Innovation
IntellecttIntellectt
Who We Help & Where We Operate

LangChain Development Services for Technology Teams & Partners

We help businesses, technology companies, agencies, consultancies, and system integrators design, build, and scale LangChain solutions—from RAG architectures and AI agents to intelligent workflows—using our dedicated teams.

Consulting Firms

Extend your AI delivery capabilities with an experienced offshore LangChain development team.

Add LangChain expertise to your consulting engagements with support for RAG applications, AI agents, LangGraph workflows, tool integrations, and production deployment.

System Integrators

Add LangChain engineering expertise to your existing client engagements.

Strengthen your delivery teams with LangChain specialists supporting AI application development, RAG, agent workflows, enterprise integrations, evaluation, and ongoing engineering.

Technology & Product Companies

Accelerate AI product development with dedicated LangChain engineering capacity.

Build LangChain-powered applications, RAG solutions, AI agents, and intelligent workflows with an engineering team aligned to your product roadmap.

Microsoft & AI Technology Partners

Extend your AI and cloud solutions with LangChain development expertise.

Integrate LangChain with enterprise data, APIs, databases, AI platforms, and business applications to deliver scalable AI solutions for your clients.

Enterprises

Build, modernize, and scale enterprise AI applications with LangChain.

From LangChain architecture and RAG development to agent workflows, integrations, evaluation, and production optimization, Softree provides the engineering capacity to move from requirements to production.

Ready to scale your LangChain development capabilities?

Explore Partnerships
Global Reach. Local Understanding.

Where our clients are

Trusted by businesses across 13+ countries, we deliver technology solutions that help organizations build, scale, and transform digitally.

USA
UK
Canada
Netherlands
Lithuania
UAE
India
Vietnam
Singapore
Australia
South Korea
WHO DO WE SERVE

Who Do We Serve?

We help businesses, technology teams, and service providers extend their capabilities with offshore engineering, Agentic AI, and Microsoft expertise.

CEOs & Business Leaders
01 / 05CEOs & Business Leaders
01 / 05

CEOs & Business Leaders

Looking for a technology partner you can trust with what matters most?

What you may be asking

  • Can we trust you with business-critical work?
  • Can you prove it with clients like us
  • What protects our data, IP, and business?

How we help

  • Experienced teams with clear ownership and accountable delivery.
  • NDAs and Intellectual Property Agreements to protect your business and IP.
  • Relevant client experience, case studies, and references where appropriate.

The Outcome

A technology partner you can trust to deliver, adapt, and grow with your business.

01 / 05

Whatever you're building, modernizing, or scaling, we're ready to work alongside you.

Explore Who We Serve
WHAT WE BUILD

LangChain Solutions Built for Production AI Applications

Build production-ready LangChain solutions that connect enterprise data, RAG, AI agents, tools, APIs, and large language models into secure and scalable AI applications.

Build production-ready AI applications using LangChain for LLM orchestration, prompts, chains, workflows, and business-specific AI experiences.
ORCHESTRATION & CHAINS
01 / 05
01 — LANGCHAIN AI APPLICATION DEVELOPMENTBuild production-ready AI applications using LangChain for LLM orchestration, prompts, chains, workflows, and business-specific AI experiences.
PROVEN RESULTS

Delivering Proven LangChain Development With Measurable Impact

Explore how Softree LangChain development services drive grounded answers, reliable agent workflows, and tangible ROI for enterprise clients.

KNOWLEDGE WORK

LangChain Enterprise RAG Q&A

Business Challenge

Employees could not find trusted answers across scattered policy and knowledge repositories.

Our Solution

Built a permission-aware LangChain RAG chain with hybrid retrieval grounded in approved content and cited sources.

Outcome

Cut knowledge search time and improved answer consistency across teams.

55%
Faster Knowledge Access
CUSTOMER SUPPORT

LangGraph Support Agent Team

Business Challenge

Support agents spent too long drafting replies without access to live product knowledge and CRM context.

Our Solution

Deployed LangGraph agents with tool calling to help content, ticketing, and CRM systems under scoped credentials.

Outcome

Accelerated first responses while keeping replies on-policy.

42%
Faster First Response
OPERATIONS

LangChain Document Processing Chain

Business Challenge

Teams manually reviewed long contracts and operational documents.

Our Solution

Combined document loaders with LangChain summarization and extraction chains with human review on high-risk outputs.

Outcome

Reduced document cycle time with eval gates before production release.

50%
Doc Cycle Time Cut
INDUSTRIES WE SERVE

LangChain Development for Industry-Specific Solutions

Softree delivers LangChain development services tailored to each industry—RAG chains, LangGraph agents, and tool integrations that connect your systems, protect data, and accelerate production AI outcomes.

Financial Services Industry AI Solutions

Financial Services

Deploy LangChain research assistants, policy Q&A, and compliance agents with RAG over approved documents, audit trails, and strict data residency controls.

Healthcare Industry AI Solutions

Healthcare

Build permission-aware clinical and admin LangChain agents with RAG over approved knowledge, tool integrations, and human oversight for sensitive actions.

Manufacturing Industry AI Solutions

Manufacturing

Ground LangChain chains in SOPs, quality docs, and plant data so technicians get trusted answers and guided troubleshooting from agent workflows.

Retail & E-commerce Industry AI Solutions

Retail & E-commerce

Ship LangChain shopping, merchandising, and support agents with catalog grounding, tool calling to inventory systems, and controlled generation for brand safety.

Logistics Industry AI Solutions

Logistics

Use LangChain agents to summarize shipments, exceptions, and contracts—connected to your TMS and ERP through governed tool integrations.

Education Industry AI Solutions

Education

Deliver learning and campus LangChain assistants with RAG over curricula and policies, plus role-based access control and evaluation guardrails.

Technology stack

Technology stack for LangChain AI development

Modern technologies for building scalable LangChain applications, AI agents, RAG solutions, and enterprise AI platforms.

63 tools across 9 layers of the stack

LangChain logoLangChainAI & LLM
OpenAI logoOpenAIAI & LLM
Amazon Bedrock logoAmazon BedrockAI & LLM
Gemini logoGeminiAI & LLM
Mistral logoMistralAI & LLM
RAGAI Engineering
Agentic AIAI Engineering
LLM OrchestrationAI Engineering
Function CallingAI Engineering
Python logoPythonBackend & APIs
Node.js logoNode.jsBackend & APIs
GraphQL logoGraphQLBackend & APIs
WebhooksBackend & APIs
PineconeData & Vector Search
Weaviate logoWeaviateData & Vector Search
Azure AI SearchData & Vector Search
Semantic SearchData & Vector Search
PostgreSQL logoPostgreSQLKnowledge & Data
SQLKnowledge & Data
Document StoresKnowledge & Data
React logoReactFrontend
TypeScript logoTypeScriptFrontend
Tailwind CSS logoTailwind CSSFrontend
AWS logoAWSCloud & AI Infrastructure
Amazon Bedrock logoAmazon BedrockCloud & AI Infrastructure
AWS Lambda logoAWS LambdaCloud & AI Infrastructure
LangSmithObservability & AI Evaluation
Application InsightsObservability & AI Evaluation
TracingObservability & AI Evaluation
OAuth 2.0Security & Integration
Role-Based Access ControlSecurity & Integration
Secure Data AccessSecurity & Integration
LangGraphAI & LLM
Azure OpenAI logoAzure OpenAIAI & LLM
Anthropic Claude logoAnthropic ClaudeAI & LLM
LlamaAI & LLM
LLMsAI & LLM
AI AgentsAI Engineering
Prompt EngineeringAI Engineering
Tool CallingAI Engineering
AI WorkflowsAI Engineering
FastAPI logoFastAPIBackend & APIs
REST APIsBackend & APIs
API IntegrationBackend & APIs
Vector DatabasesData & Vector Search
Qdrant logoQdrantData & Vector Search
ChromaDB logoChromaDBData & Vector Search
Elasticsearch logoElasticsearchData & Vector Search
Knowledge BasesKnowledge & Data
MongoDB logoMongoDBKnowledge & Data
Redis logoRedisKnowledge & Data
Data PipelinesKnowledge & Data
Next.js logoNext.jsFrontend
JavaScript logoJavaScriptFrontend
Microsoft Azure logoMicrosoft AzureCloud & AI Infrastructure
Azure AI logoAzure AICloud & AI Infrastructure
Azure FunctionsCloud & AI Infrastructure
Docker logoDockerCloud & AI Infrastructure
PostHog logoPostHogObservability & AI Evaluation
LLM EvaluationObservability & AI Evaluation
MonitoringObservability & AI Evaluation
API AuthenticationSecurity & Integration
Enterprise APIsSecurity & Integration
HOW WE WORK

From Requirement to Production AI

We work with your team from initial requirements and LangChain architecture through development, integration, LangSmith evaluation, deployment, and ongoing optimization to deliver reliable, production-ready AI solutions.

01 — DISCOVER & ARCHITECT
01 — DISCOVER & ARCHITECT
We analyze your enterprise workflows, document corpora, and LLM requirements. Our AI architects design a robust LangChain and LangGraph architecture—selecting vector stores, embedding models, retrieval strategies, and tool-calling boundaries with a structured implementation roadmap.
02 — BUILD & ORCHESTRATE
02 — BUILD & ORCHESTRATE
Our certified AI engineers build custom LCEL prompt chains, RAG retrieval pipelines, autonomous LangGraph state machines, and streaming endpoints with deterministic Pydantic output parsing and strict token budgeting.
03 — INTEGRATE & CONNECT
03 — INTEGRATE & CONNECT
We connect your LangChain applications with enterprise databases, vector indexes (Pinecone, Qdrant, Azure AI Search), APIs, CRMs, ERPs, and SSO identity systems under strict multi-tenant Role-Based Access Control (RBAC).
04 — EVALUATE & GUARD
04 — EVALUATE & GUARD
We establish LangSmith tracing, automated hallucination detection, ground-truth benchmarking, and NeMo guardrails to ensure 100% safe, citation-grounded responses and protect against prompt injection.
05 — DEPLOY & OPTIMIZE
05 — DEPLOY & OPTIMIZE
We deploy production-grade containerized microservices on AWS, Azure, or GCP with semantic caching (Redis), latency optimization, multi-LLM fallback routing, and 24/7 telemetry monitoring.

Whatever you're building, modernizing, or scaling with LangChain, we're ready to work alongside you.

Explore How We Work
Why Choose Softree

Built for Long-Term Impact

01

Offshore Engineering Teams

Access experienced, pre-vetted engineering talent that integrates seamlessly with your team and workflows.

02

White-Label Delivery

Deliver solutions under your brand while Softree handles development, QA, and delivery behind the scenes.

03

Flexible & Scalable Engagements

Scale engineering capacity through dedicated teams, project delivery, or on-demand offshore resources.

04

AI, Microsoft & Modern Engineering Expertise

Build and modernize solutions across Agentic AI, Microsoft Azure, Power Platform, SharePoint, data, cloud, and modern applications.

05

Your Team, Extended

Work with Softree as an extension of your engineering organization, from discovery and design through production and ongoing support.

06

Cost-Effective Global Delivery

Leverage India-based engineering teams to increase delivery capacity while maintaining quality and continuity.

Client Feedback

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

FAQ

Frequently Asked Questions

Common questions about Softree LangChain development—chains, RAG, agents, tool calling, observability, and delivery.

Question Answer:

Softree provides offshore LangChain development services for businesses looking to build production-ready AI applications. Our AI engineering team works across LangChain, LangGraph, LLMs, RAG, AI agents, integrations, testing, and deployment to support the complete development lifecycle.

Question Answer:

Softree develops RAG-based knowledge assistants, AI copilots, intelligent chatbots, document intelligence applications, AI agents, workflow automation systems, and custom LLM applications. We design each application around specific business workflows, data, and integration requirements.

Let's Start a Conversation

Engineer wearing futuristic VR headset
PARTNER WITH SOFTREE

Extend Your Engineering Capacity.
Not Your Hiring Complexity.

Build, scale and deliver more with an engineering partner that works as an extension of your team.

WHAT WE BUILD
  • Agentic AI & Automation
    AI Core
  • Full-Stack Web & Mobile Apps
    Engineering
  • Power Platform & SharePoint
    M365
  • Data Pipelines & Power BI
    Fabric
HOW WE DELIVER
  • Dedicated Offshore Squads
    Senior talent
  • White-Label Delivery
    Your brand
  • Flexible Team Capacity
    Scale in 48h
  • Enterprise NDA & IP Protection
    100% secure

HOW WE CAN EXTEND YOUR TEAM

AI ENGINEERING
  • Agentic AI
    Agents
  • AI Automation
    Flows
  • Enterprise RAG
    Search
MICROSOFT
  • Azure OpenAI
    Cloud
  • Microsoft Fabric
    Data
  • Power Platform
    Apps
QUALITY ENG
  • AI Testing
    QA
  • Security Testing
    Sec
  • Automation
    CI/CD
SOFTWARE ENG
  • React / Next.js
    Web
  • Node.js / Python
    API
  • FastAPI
    Async
CLOUD & DATA
  • Azure / AWS
    Infra
  • Data Pipeline
    ETL
  • DevOps
    GitOps

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HQ · Bengaluru

11th Floor, Prestige Tech Park, Platina 2 · Outer Ring Rd, Kadubeesanahalli, Bengaluru 560087

Engineering Hub · Cuttack

PLOT 5C/1283, SECTOR-10, CDA, Cuttack, Odisha 753014, India