Build GPT Apps &RAG Pipelineson Azure OpenAI
Partner with Softree's offshore engineering team to design, build, and deploy GPT‑4o applications, RAG pipelines, and Microsoft Copilot extensions — all running securely inside your own Azure subscription. Your IP. Your cloud. Our team.
Trusted by Partners & Clients
GO ERP
Nuvento
Snapon
Jonians
Export Control Group
SP Marketplace
Bosch
Emscale
Link Innovation
IntellecttGO ERPNuventoSnaponJoniansExport Control GroupSP MarketplaceBoschEmscaleLink InnovationIntellecttEngineer Enterprise-Grade AI with Azure OpenAI
Harness OpenAI's leading LLMs backed by enterprise-grade Azure security, compliance, and cloud architecture. Softree Technology builds secure, scalable Azure OpenAI systems that automate complex processes and elevate operational efficiency.
GPT-4o & Azure OpenAI Model Integration
Deploy and fine-tune state-of-the-art Azure OpenAI foundation models tailored to your domain-specific workflows and latency targets.
Enterprise RAG & Knowledge Grounding
Integrate Azure AI Search, SharePoint, and hybrid data vectorization for grounded citations with near-zero hallucinations.
Agentic Workflows & Multi-System Tool Calling
Connect Azure OpenAI models to enterprise APIs, ERP, CRM, and databases to execute automated, multi-step actions autonomously.
Enterprise Governance, VNet & RBAC Security
Comply with SOC2 and HIPAA standards leveraging Azure private endpoints, content safety filters, rate limiting, and RBAC policies.
Azure OpenAI Development for
Businesses & Technology Partners
We help businesses, engineering teams, consulting firms, system integrators, and Microsoft partners design, build, and deploy Azure OpenAI solutions — from GPT-4o applications and RAG pipelines to Copilot extensions and governed AI landing zones.
Businesses & Organisations
Deploy governed Azure OpenAI solutions inside your private Azure subscription.
Architect custom GPT-4o applications, production RAG pipelines, secure VNet landing zones, and Microsoft Copilot integrations that meet your security, governance, and compliance requirements.
AI & Engineering Teams
Build production-ready Azure OpenAI applications with offshore engineering capacity.
Get expert support for Azure AI Foundry setup, RAG architecture, semantic search, GPT-4o API middleware, token optimization, prompt engineering, evaluation suites, and CI/CD deployment pipelines.
Consulting Firms
Extend your AI engagements with specialized Azure OpenAI engineering expertise.
Add engineering capacity for Azure OpenAI architecture, RAG implementation, Microsoft Copilot development, security hardening, and production deployment while retaining full client engagement ownership.
System Integrators
Add Azure OpenAI engineering capacity to your client modernization programs.
Support GPT-4o application builds, Azure AI Search integrations, Microsoft 365 Copilot extensions, Power Platform AI connectors, production RAG pipelines, and governed AI deployment architectures.
Microsoft & Technology Partners
Accelerate Azure OpenAI project delivery with dedicated offshore AI engineering teams.
Extend your delivery capability with engineers supporting Azure OpenAI solution design, RAG development, Copilot extension builds, security architecture, production deployment, and ongoing model evaluation.
Where our clients are
Trusted by businesses across 13+ countries, we deliver Azure OpenAI solutions that help organisations build, scale, and innovate with AI on Azure.
Azure OpenAI Solutions for
AI Adoption with Offshore Engineering
We design and build production Azure OpenAI solutions — from GPT-4o application engineering and RAG pipelines to Microsoft Copilot extensions, secure AI landing zones, cost optimisation, and production-grade AI governance frameworks.
01 — GPT-4o APPLICATION ENGINEERING
Custom GPT-4o
Application Development
Design and build production-ready GPT-4o applications, REST API middleware, and Azure AI Foundry deployments inside your private Azure subscription with robust, scalable architecture.
02 — PRODUCTION RAG DEVELOPMENT
RAG with Azure AI Search
& Semantic Re-ranking
Implement hybrid keyword-vector retrieval, semantic re-ranking, citation grounding, and strict content filtering to deliver accurate, hallucination-resistant AI responses grounded in your internal data.
03 — MICROSOFT COPILOT & M365 INTEGRATION
Microsoft Copilot &
Teams AI Integration
Build custom Microsoft Copilot extensions, Teams bots, Power Platform connectors, SharePoint-integrated AI assistants, and Dynamics 365 AI features with user-level permission awareness.
04 — SECURE AZURE LANDING ZONE
VNet Landing Zone &
Security Architecture
Provision zero-trust Azure environments aligned with Microsoft Cloud Adoption Framework — with private endpoints, Entra ID RBAC, Key Vault, CMK encryption, and HIPAA/SOC 2 compliance controls.
05 — TOKEN COST OPTIMIZATION
Azure OpenAI Cost
Governance & Optimization
Implement multi-tier token governance, semantic caching, intelligent model tiering, prompt compression, and Azure Cost Management controls to maximize AI ROI and prevent runaway consumption.
06 — AI EVALUATION & GOVERNANCE
Azure OpenAI Evaluation
& AI Governance
Implement automated AI evaluation suites, continuous model monitoring, prompt regression testing, and AI governance frameworks to ensure accuracy, reliability, and responsible AI deployment.
See how organizations leverage Azure OpenAI to build intelligent applications, automate knowledge workflows, improve customer experiences, and unlock enterprise-wide AI capabilities — all within governed, secure Azure environments.
Technology Stack Powering Enterprise Azure OpenAI
We work across the full Azure OpenAI ecosystem — from GPT-4o models and Azure AI Search to Microsoft Copilot, secure landing zones, AI orchestration frameworks, and enterprise DevOps pipelines.
40+ technologies across 7 layers of the AI stack
GPT-4oAZURE OPENAI
Azure AI FoundryAZURE OPENAItext-embedding-3AZURE OPENAIAzure AI SearchRAG & SEARCHHybrid RetrievalRAG & SEARCHCosmos DBRAG & SEARCH
Microsoft 365 CopilotMICROSOFT PLATFORMPower PlatformMICROSOFT PLATFORMDynamics 365MICROSOFT PLATFORMAzure Virtual NetworkAZURE INFRASTRUCTUREAzure API ManagementAZURE INFRASTRUCTUREAzure Container AppsAZURE INFRASTRUCTUREMicrosoft Entra IDSECURITY & GOVERNANCEAzure Content SafetySECURITY & GOVERNANCERBACSECURITY & GOVERNANCELangChainAI ORCHESTRATIONAutoGenAI ORCHESTRATIONPrompt FlowAI ORCHESTRATION
TypeScriptDEVELOPMENT & APIsAzure DevOpsDEVELOPMENT & APIsGPT-4o-miniAZURE OPENAIAzure OpenAI StudioAZURE OPENAIDALL-E 3AZURE OPENAISemantic Re-rankingRAG & SEARCH
Redis CacheRAG & SEARCHVector IndexingRAG & SEARCHTeams AI LibraryMICROSOFT PLATFORMSharePointMICROSOFT PLATFORMMicrosoft GraphMICROSOFT PLATFORMAzure Private LinkAZURE INFRASTRUCTUREAzure FunctionsAZURE INFRASTRUCTURE
Azure Kubernetes ServiceAZURE INFRASTRUCTUREAzure Key VaultSECURITY & GOVERNANCECustomer-Managed KeysSECURITY & GOVERNANCEAzure MonitorSECURITY & GOVERNANCESemantic KernelAI ORCHESTRATIONAzure AI StudioAI ORCHESTRATION
PythonDEVELOPMENT & APIsREST APIsDEVELOPMENT & APIs
GitHub ActionsDEVELOPMENT & APIsBuilt for Enterprise AI Impact
Azure OpenAI Specialization
Deep expertise in GPT-4o, Azure AI Foundry, Azure AI Search RAG, Microsoft Copilot, and enterprise AI governance — not generalist consulting.
Offshore Engineering Teams
Access experienced, pre-vetted Azure OpenAI engineers that integrate seamlessly with your team, delivery timelines, and project workflows.
White-Label Delivery
Deliver Azure OpenAI solutions under your brand while Softree handles engineering, QA, security hardening, and production deployment.
Flexible & Scalable Engagements
Scale AI engineering capacity through dedicated teams, project-based delivery, or on-demand offshore resources as your needs evolve.
Your Team, Extended
Work with Softree as an extension of your AI engineering organization — from discovery and architecture through production deployment and governance.
Cost-Effective Global AI Delivery
Leverage India-based Azure OpenAI engineering teams to increase delivery capacity and reduce costs without compromising quality or security.
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.
Common questions about Azure OpenAI development, including GPT-4o applications, enterprise RAG, Microsoft Copilot integrations, security architecture, token cost management, and AI governance.
Question Answer:
Azure OpenAI development entails engineering production-ready applications powered by OpenAI models (such as GPT-4o, GPT-4o-mini, and text-embedding-3) hosted inside your dedicated Microsoft Azure subscription. Softree provides end-to-end consulting, enterprise landing zone provisioning, architecture design, API middleware integration, custom copilot development, and ongoing model evaluation so systems launch secure, performant, and measurable.
Question Answer:
Azure OpenAI guarantees that customer enterprise data is never used to train or retrain OpenAI foundation models. Your data remains fully contained within your designated Microsoft Azure geographical boundary. Furthermore, Azure OpenAI integrates natively with Microsoft Entra ID (SSO/MFA), Azure Virtual Network (VNet) private endpoints, Customer-Managed Keys (CMK), Azure AI Content Safety filtering, and compliance certifications including HIPAA, SOC 2 Type II, and ISO 27001.
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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