Generative AI Development Services
Companies are feeling the pressure around AI. The market is buzzing, the board demands action, and pitches offer AI solutions that don’t resonate or deliver ROI. Work with a team that brings 10+ years of experience tackling real-world challenges. Our goal is to develop generative AI solutions that deliver measurable ROI and real value, whether by leveraging existing large language models or building something from scratch. Choose the right generative AI development service
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Certifications and regulations we’re compliant with
Feeling stuck at the start of your AI journey?
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Struggle to prepare data for AI models
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Lack of expertise in-house to handle AI development
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Uncertainty about the best applications for generative AI technology services
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Unpredictable outcomes from poorly implemented AI
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Difficulties in measuring the ROI of AI projects
Tools and technologies we use
Your path with Sombra
Let's partner to develop your next GenAI solution. Here's our approach:
Discovering Opportunities
As always, we start our collaboration by identifying where generative AI can add the most value—be it task automation, AI content generation, or predictions. It starts with understanding your goals.
Crafting the Solution
Knowing the clear and measurable objectives, we craft generative AI solution specifically for your business. No one-size-fits-all—just what works for you.
Seamless Integration
In this step, our GenAI team integrates the product into your systems. The key aspects to measure are process smoothness, minimal disruption, and value delivery.
Continuous Improvement
Implementation is just the beginning. We monitor, refine, and optimize your AI solution to keep it working at its best.
Ongoing Support
Our support continues as your business evolves. We make sure your AI keeps up with your growth.
Where generative AI can be applied – our expertise
We help you bring your AI ideas to life quickly and efficiently through Proof of Concept (POC) and Minimum Viable Product (MVP) development. Testing before full scale will bring you an understanding of the next steps of your AI journey.
Rapid prototyping of AI models
Validation of concepts and approaches
Iterative development based on feedback
Strategic planning for full-scale deployment
Quality data is the foundation of any successful AI project. We specialize in preparing and optimizing your data to ensure your AI models perform at their best.
Data collection and cleansing
Feature engineering and selection
Data labeling and annotation
Ensuring compliance with data regulations
Ask our team how to achieve the desired AI-related ROI. We provide expert advice on strategy, implementation, and optimization to maximize AI’s impact on your business.
Assessing your readiness for AI
Developing AI implementation roadmaps
Technology selection and planning
Support and on-demand advisory
Enhance, customize, and sharpen any AI model with up-to-date, relevant data to solve and automate any use case you need. With Retrieval-augmented generation applications and AI Agents, you gain intelligent systems with context-aware interactions, driving greater efficiency for your business.
Automating processes for greater efficiency
Designing AI agents for intelligent decision-making
Developing multi-agent systems to handle complex tasks
Deploying scalable, real-time solutions for dynamic environments
Why Generative AI?
No doubt, Generative AI is a powerful tool. Here's what it can do for you:
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Automate routine tasks
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Generate actionable insights
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Offer personalized customer experiences
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Improve efficiency and reduce costs
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Enable smarter decision-making
Get started today
Do you have a project in mind? Let's discuss how our generative AI services can drive growth and efficiency for your business.
Let's talkTechnologies we use for generative AI development
We create generative AI solutions using a flexible, production-ready technology stack that allows for quick experimentation and large-scale deployment. Depending on the use case, we collaborate with top large language model platforms like Azure OpenAI Service, Amazon Bedrock, Mistral, and PaLM. We also work with open-source systems like Hugging Face for model access, customization, and evaluation.
For complex workflows and orchestration, we use frameworks like AutoGen and LangGraph. These tools help us develop reliable AI agents and multi-agent systems that can manage complicated, multi-step tasks. We apply TensorFlow when custom model training or fine-tuning is necessary and use Relevance AI for embedding-based search and intelligent data enrichment.
To speed up business adoption, we integrate our solutions with Microsoft Copilot Studio. This allows AI capabilities to appear directly in familiar enterprise tools. Our technology-agnostic approach guarantees scalability, security, and long-term support.
Frequently asked questions
What are generative AI services?
Generative AI services help businesses create new content, automate processes, and make intelligent predictions using AI. Think of it as making your business operations smoother and more creative by letting AI handle repetitive tasks and generate new ideas.
What does a generative AI development company do?
A generative AI development company like ours helps businesses design and implement AI solutions that address specific challenges. We focus on creating AI that works for you, whether that means automating tasks, generating content, or improving decision-making.
Why work with a generative AI services company?
Working with a generative AI services company means you get expert guidance every step of the path. Sombra helps you understand where it can make the biggest impact and integrate it seamlessly into your existing processes.
How can generative AI development services benefit my business?
Generative AI development services can help with a lot of things, including automation of repetitive tasks, generating valuable insights, improving your team’s efficiency, or enhancing customer experiences. We tailor our services to your business needs to help you innovate and grow.
What's the difference between a generative AI app development company and a generative AI development agency?
A generative AI app development company focuses on building applications that use AI, while a generative AI development agency offers broader services, including strategy, integration, and consulting. We do both—offering end-to-end AI solutions that fit your needs.
How do custom generative AI development services work?
All we need are your vision and needs. Knowing the brief, we design and build AI models that address those needs. Our generative AI IT services are all about creating solutions that fit your unique business challenges, whether automating processes or enhancing decision-making.
How are generative AI solutions different from traditional AI?
Generative AI doesn’t just analyze data—it creates new content, simulations, and ideas. While traditional AI might help you understand your data, generative AI can help you use that understanding to create something new, like automating creative processes or generating new insights.
How does a generative AI solutions company support business growth?
Generative AI services and solutions support growth by providing ongoing monitoring, optimization, and improvement of your AI solutions. We make sure your AI continues to add value as your business evolves.
Can you integrate generative AI technology with my current systems?
Absolutely. Our generative AI IT services are designed to fit right into your current systems, making the transition smooth and minimizing any disruption to your business.
How do gen AI development services help with rapid prototyping?
Rapid prototyping with Gen AI means the prompt creation and testing of AI models to see what works best for you. This service can be described as experimenting and refining the product before committing to a full-scale solution. As a result, a tested prototype saves time and minimizes risk.
How much does it cost?
Outsourcing generative AI development varies widely in cost depending on project scope, complexity, and timeline.
The key factors influencing complexity include
- custom model development,
- data preparation and integration,
- infrastructure requirements such as cloud and GPU usage,
- MLOps or ongoing maintenance.
Projects that involve multiple system integrations, multimodal AI, or strict compliance and security needs are inherently more complex and take longer to deliver. Conversely, prototypes or PoCs using standard templates and APIs are simpler, faster, and less resource-intensive. Book a 30-minute free consultation with Sombra’s AI Engineering Lead, to get your project estimate.
What is Generative AI model development, and how can it benefit my business?
Generative AI model development involves designing and building AI models capable of
- generating content,
- automating tasks,
- deriving insights from data.
At Sombra, we focus on delivering solutions tailored to your business goals, whether leveraging existing LLMs or building them from scratch. Our process includes rapid prototyping, iterative development, and testing via Proof of Concept (POC) or Minimum Viable Product (MVP). In the end, you get AI models integrated seamlessly into your systems, optimized for performance, and designed to deliver measurable business value and AI ROI.
What does Generative AI consulting include?
Generative AI consulting helps businesses find the best ways to use AI for real results. Our experts evaluate your readiness, create AI strategies, and suggest technology and implementation plans that fit your organization. We assist you with data preparation, selecting AI models, multi-agent applications, and planning for deployment. Consulting makes sure that AI projects match your business goals, boost ROI, and prevent expensive mistakes. Whether you are starting your AI journey or improving current solutions, our consulting services offer clear, practical advice to ensure your AI projects are successful and sustainable.
How do you engineer gen AI solutions?
Our approach to generative AI engineering focuses on achieving business goals rather than experimenting for its own sake. We begin by clearly defining the problem that generative AI should address, whether it’s automation, decision support, content generation, or predictive insights. We then connect this with measurable KPIs. Next, we evaluate the data readiness, choose the right model strategy, and create a framework that balances performance, scalability, and cost.
We use both pre-trained large language models and custom-built solutions based on security, compliance, and accuracy needs. Each solution is designed with production in mind. We ensure robust evaluation, include human validation, promote observability, and focus on ongoing improvement. Integrating these solutions into existing systems is a key part of our work. This ensures minimal disruption and encourages real adoption. Our thorough engineering process lets us provide generative AI solutions that are dependable, scalable, and aimed at delivering measurable ROI.
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Sombra’s AI Prediction Tool uses your inputs to generate fun & serious AI-driven industry business prediction for your landscape in 2026.
