Enterprise Generative AI
built for production
We design and ship copilots, LLM applications, and intelligent automation on Azure OpenAI and leading models, with governance your IT team can audit.
Generative AI on Azure OpenAI
Copilots, LLM apps, and automation with guardrails, grounding, and monitoring built in.
2013
Delivering enterprise software since
Azure
OpenAI and Microsoft stack focus
End-to-end
Strategy through monitoring
Client proof
“SOFTREE staff worked with us to learn our installation automation technology and built exactly what we needed.”
Darrell Trimble
CEO · SP Marketplace
California
Engineered alongside technology leaders.
From strategic technical consultancy to shipping enterprise-grade code, our experts build directly inside world-class engineering ecosystems.
End-to-end Generative AI
built for enterprise scale
From strategy and model design to deployment and optimization, we help organizations unlock real business value with secure, scalable generative AI.
Service 01
Generative AI Model Development
Design and build production-grade generative AI systems tailored to your business goals.
- Custom LLM and multimodal model creation
- Training pipelines and dataset engineering
- Evaluation, guardrails and safety layers
- Scalable cloud architecture
AI foundation
Built on world-class intelligence
We combine leading models with deep engineering to create secure, scalable, production-ready solutions that accelerate innovation.
- 01
GPT
Power intelligent copilots, enterprise search, and automated workflows with industry-leading language understanding and reasoning.
- 02
DALL·E
Turn ideas into high-quality visuals, marketing assets, and product imagery with advanced text-to-image generation.
- 03
Whisper
Unlock accurate speech recognition, multilingual transcription, and voice intelligence at scale.
- 04
Claude
Enable safe, steerable AI interactions with powerful long-context reasoning built for business reliability.
- 05
Gemini
Build multimodal applications that understand text, images, code, and structured data.
- 06
Llama
Adopt customizable open-weight models that offer flexibility, transparency, and optimized infrastructure costs.
- 07
Stable Diffusion
Generate scalable visual content, design variations, and rapid creative prototypes with precision control.
Expertise across every sector
We partner with organizations across industries to design, build, and scale intelligent digital solutions that create measurable impact.
- Healthcare
- Finance
- Restaurant
- eCommerce
- Logistics
- Social Networking
- Games and Sports
- Travel
- Aviation
- Real Estate
- Education
- On-Demand
- Entertainment
- Government
- Agriculture
A structured path to production-ready Generative AI
Move from experimentation to scalable, secure deployments. We align business priorities, model capabilities, and engineering rigor for measurable outcomes.
- 01
Use-Case Discovery
Identify high-impact scenarios, define success metrics, and prioritize where generative AI can augment people, workflows, and decisions.
- 02
Model and Data Setup
Select the right LLMs and connect them to enterprise data using retrieval pipelines, vector stores, and secure access patterns.
- 03
Prompt and Workflow Design
Engineer system prompts, guardrails, and interaction flows that ensure reliable, contextual, and controllable outputs.
- 04
Deploy and Optimize
Launch into production, monitor quality and cost, reduce hallucinations, and continuously refine performance with feedback loops.
From concept to intelligent automation
We design, build, and deploy enterprise-grade generative AI systems that transform workflows and unlock new digital capabilities.
- Step 01
Discovery and Use-Case Mapping
We identify high-impact opportunities, define user journeys, and align generative AI capabilities with measurable business outcomes.
- Step 02
Model and Architecture Selection
Choose the right LLMs, multimodal systems, and infrastructure patterns to balance intelligence, cost, performance, and security.
- Step 03
Prompt Engineering and Grounding
Design system prompts, retrieval pipelines, and context strategies to deliver accurate, relevant, and controllable outputs.
- Step 04
Customization and Fine-Tuning
Adapt models with domain knowledge, proprietary data, and feedback loops to improve precision and business alignment.
- Step 05
Integration and Deployment
Embed AI into applications, workflows, and enterprise systems with scalable APIs and production-ready environments.
- Step 06
Monitoring, Safety and Optimization
Continuously evaluate quality, manage hallucinations, optimize cost, and ensure compliance with governance standards.
A delivery partner enterprises trust
Agile engineering, leadership access, and flexible engagement models, proven since 2013.
Agile Engineering
Rapid iterations and modern delivery practices.
Leadership Access
Direct communication with decision-makers.
Trusted Since 2013
A decade of proven enterprise delivery.
Flexible Engagement
Scalable teams and adaptable delivery models aligned to your business goals.
“SOFTREE staff worked with us to learn our installation automation technology and built exactly what we needed.”
“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.”
“Overall, we are satisfied with our collaboration in the past and your last action and response to our reported issue, really makes a difference.”
Certifications & Recognitions
Trusted standards that reinforce our focus on security, compliance, and operational excellence.
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 5C/1283, SECTOR-10, CDA · Cuttack, Odisha 753014 · India
San Francisco
San Francisco, CA 94108 · United States
Got a question, challenge, or idea?
Fill out the form or pick a time on our scheduler.
30-min discovery call
Same Calendly as our booking page · instant invite
Frequently Asked Questions.
Question Answer:
We follow enterprise security standards: data encryption, secure API integrations, access controls, compliance with data privacy regulations, and secure model deployment. We follow Microsoft Gold Partner security standards.