AI Agents & LLM Development

Build less. Achieve more with LLMs

From ChatGPT and Claude to custom AI Agents, we help you build smarter, scalable AI solutions that grow with your business. 🤖

Accelerate Your AI Vision →

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“In just a few meetings to discuss our complex AI product, they had an in-depth understanding of our needs through a multidisciplinary team."

Sath Naadimuthu

CMO at Splendid Spoon

Reliable AI Developed for Professionals

At Vinta, we help high-growth teams transform digital products using AI and large language models. Whether you seek to enhance user interactions, extract insights from unstructured data, or develop autonomous workflows, we offer the technical and strategic expertise to realize your AI vision.

With over a decade of experience in full-stack product development and deep expertise in Python. We specialize in designing and implementing production-ready AI Agents that integrate seamlessly with your existing infrastructure—enabling intelligent automation, personalized experiences, and continuous learning at scale. Whether you're enhancing internal tools or powering customer-facing experiences, we ensure your AI initiatives are scalable, reliable, and aligned with your business goals.

Reliable AI Developed for Professionals

A picture depicting Vinta's working process

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From vision to viable
‍under 3 weeks

Step 1

Vision Alignment

We begin by mapping existing knowledge and setting clear objectives for the sprint. Techniques like client interviews, opportunity assessments, SWOT, and OKRs may support this crucial step, ensuring alignment.

Step 2

Audience Identification

Our team focus on identifying the target audience to ensure our product aligns with their needs. Techniques like personas and empathy maps may be employed to deepen our understanding of user behaviors.

Step 3

Problem Exploration

Here, we assess the key challenges using tools such as Lean Value Proposition Canvas, Customer Journey Map, and various other techniques. This helps confirm the problem's significance and informs our prioritization strategy.

Step 4

Solution Ideation

Refining existing solutions or exploring new options powered by competitor analysis and benchmarks, producing with mockups/prototypes and technical RFCs. This process fosters innovation while ensuring the solution is competitive and viable.

Step 5

Validation & Feedback

At this point, our team mitigate risks through technical validation, prototype testing, and may apply techniques such as Fake Door Testing, Guerilla Testing, Card Sorting, and A/B Testing. This strengthens the product reliability upon launch.

Step 6

Final Delivery

We finalize the Product Discovery by presenting the results, we may employ MoSCoW, RICE, Story Mapping, or other. This phase also includes refining all project assets like mockups and prototypes for a polished delivery.

Our approach to AI. Our processes enable profitable AI projects.

Custom LLM Integration

We help you integrate OpenAI, Claude, or open-source models into your apps...

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Custom AI Agents

Make your LLMs smarter by connecting them to your internal knowledge bases...

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AI-Powered Features

Work alongside our team to outline, design, and implement AI-driven features...

Learn more

Product-Driven AI

We at Vinta view AI as integral to product development, combining AI expertise with...

Learn more

Custom LLM Integration

We help you integrate OpenAI, Claude, or open-source models into your apps, fine-tuned for your use case and data privacy needs.

At Vinta, we specialize in turning complex data into actionable intelligence by integrating large language models (LLMs) directly into your product. Whether you're working with OpenAI, Claude, or fine-tuned open-source models, we help you unlock insights from your existing datasets—documentation, support tickets, internal tools, or any large corpus of unstructured content. LLMs enable your product to “understand” and reason over vast amounts of information, offering users a faster, more intuitive way to find answers, generate content, or automate decisions. This is where custom LLM integration shines: making your proprietary data useful in real time.

Our deep experience with Python makes us natural partners for LLM tooling like LangChain. We’ve used it to build features such as contextual assistants and memory-aware agents—solutions that can tap into large datasets without moving everything into a structured database. In projects like our Django AI Assistant and GPTBundle, we’ve demonstrated how LLMs can add intelligence to data-rich environments quickly and safely.

What sets our approach apart is our focus on production-readiness. We build AI features that are observable, maintainable, and aligned with your product’s long-term strategy. By embedding LLMs directly into your product workflows, we help you go beyond experimentation and unlock actual value from the data you already have.

Custom AI Agents

Make your LLMs smarter by connecting them to your internal knowledge bases, CRMs, or documentation, enabling real-time, context-aware responses.

At Vinta, we specialize in developing production-grade AI agents that integrate deeply with your internal systems—CRMs, documentation, knowledge bases, and more. Using techniques like Retrieval-Augmented Generation (RAG), we enhance LLM performance by grounding responses in accurate, up-to-date information without requiring constant retraining.

Our team brings deep Python expertise and hands-on experience with frameworks like LangChain to design custom RAG pipelines that match your architecture and use cases. These agents go beyond basic chat—they automate workflows, deliver precise answers, and adapt to your domain’s evolving data landscape.

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AI-Powered Features

Work alongside our team to outline, design, and implement AI-driven features such as virtual assistants, generative AI, recommendation systems, intelligent search, and data intelligence.

At Vinta Software, we specialize in integrating AI capabilities into your products to enhance user experience and operational efficiency. Our approach involves close collaboration with your team to identify opportunities where AI can add the most value. Whether it's developing intelligent assistants that provide real-time support, crafting recommendation engines that personalize user interactions, or implementing innovative search functionalities that improve information retrieval, we tailor solutions to meet your specific needs.

Drawing from industry best practices, we ensure that our AI features are practical and align with your business objectives. Our experience with Python and frameworks like LangChain enables us to build robust, scalable AI solutions that integrate seamlessly with your existing systems.

By partnering with Vinta, you're not just adding AI features to your product but enhancing its core capabilities to deliver smarter, more responsive user experiences.

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Product-Driven AI

We at Vinta view AI as integral to product development, combining AI expertise with a design-led mindset. Each initiative begins with a solid business case and aims for measurable growth. Our teams bring a design and product mindset to tackle the key challenges of AI adoption: building trust and demonstrating ROI. From the first sprint, we guide you in defining problems, planning data needs, and swiftly delivering working software.

Our structured approach has powered organizations like the United Nations to transform massive information challenges into scalable AI-powered platforms. We start by validating the opportunity, then build modular, API-driven systems that are easy to evolve as models improve. Along the way, we bake in privacy-first practices, transparency, and explainability. Our strategies help monitor LLM performance and cost, so your AI doesn’t just work—it makes financial sense. We build systems where humans stay in the loop and your team remains in control, even as AI takes on more responsibility.

Speed and small wins are essential. We use common UX and tech patterns to accelerate delivery and prioritize opportunities that can demonstrate progress early. This helps build trust inside your organization and momentum behind your product. Whether you're deploying AI to automate operations, improve decision-making, or power smarter experiences, we help you ship results quickly while setting your AI strategy up for long-term success.

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Effectively delivering results using AI for organizations like the United Nations.

Our teams work with your stakeholders to identify challenges and provide solutions. We create tailored software, successfully implementing applications that transform your organization’s operations.

Effectively delivering results using AI for organizations like the United Nations.

10y

of professional market expertise

25+

successful and satisfied clients

Social

GEN, CH

They demonstrated an in-depth understanding of our needs through a well-prepared multidisciplinary team.

Ricardo Pravia

ICT Manager

Read complete case study

SF, CA

"Vinta folks are a really sharp team with great EHR design instincts. They move fast and are great at collaborating with users."

Rahul Argawal

COO at Medplum

SE, WA

"One of the most responsive agencies I have ever worked with. They have strong ownership, we delivered our very ambitious project on time."

Carlos Montes

VP of Engineering

Building solutions trusted by

Talk to an expert

You've never had so many deliverables in so little time.

Product Roadmap

User Personas Model

Competitor Anaysis

High Fidelity Prototype

User Testing & Feedback

Technical Viability Analysis

Customer Journey Map

Tech Stack Audit

Market Research

We deliver so much, we can't even fit everything in here...

Reach out to know all

Frontend

React

Next.js

Cloud

AWS

Azure

Render

Testing

pytest

Jest

Playwright

Design

Figma

Adobe CC

Dovetail

Maze

Backend

Python

Django

Node.js

Celery

Postgres

CI/CD

Docker

Kubernetes

CircleCI

Azure DevOps

GitHub Actions

Monitoring

DataDog

NewRelic

Sentry

Papertrail

Kibana

Worried about compliance?

With Vinta you can access our network of Partners

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Questions? We've got answers

How flexible is the engagement model?

We provide a flexible engagement model with no mandatory commitment period. Our collaborative approach emphasizes swift value delivery. Consequently, we can adapt our contract duration as we progress through the service execution, aligning with the project's intricacies to prevent unwarranted expenses. We customize our approach to suit your precise development requirements, whether that entails dedicated teams or on-demand resources. Our objective is to seamlessly integrate with your existing workflows and offer the necessary flexibility for efficient team scalability.

How pricing works and what billing options do you offer?

Vinta’s pricing model is simple and straightforward without any hidden fees. We work with competitive hourly rates based on the role of the professional and their seniority level. In terms of payment, we generate monthly invoices solely based on the team's actual hours worked. To keep transparency, we share a regular report with a detailed breakdown of the team's hours and non-worked days. Payments are facilitated through international wire transfers.

How quickly can you start working on my project?

Once we reach an agreement, we need about a month to assemble the right team and start your project. Leave the planning to us, we'll allocate designers and developers based on the skills and experience needed. In the meantime, we will gather all the essential details, ensuring the team is set up for a smooth kickoff.

How can I be confident I'll have highly skilled professionals working on my project?

Rest assured, our meticulous selection process, encompassing technical evaluations, English proficiency checks, architectural design challenges, real-world coding assessments, and decision-making simulations, ensures that only the most adept professionals join our team. This commitment to excellence is reinforced by our impressive 99% satisfaction rate among clients, attesting to the caliber and dedication of our professionals who will drive your project's success.

Why should I work with Vinta instead of hiring for my in-house team?

Opting for Vinta offers a cost-effective and resource-efficient solution. You'll gain access to a diverse pool of specialized talents without the overhead of in-house recruitment, training, and management.

How do you handle project timelines and ensure timely delivery of milestones?

We prioritize project timelines and milestone delivery. Our team follows a streamlined process for effective project management. We do frequent releases for early feedback and adjustments. Additionally, we take a proactive approach to identify quick wins and address potential risks that could affect schedules, ensuring a seamless development journey.

Can you assist with scaling and continuous improvement of the MVP once it is launched?

Absolutely! We are here to support you beyond the launch of your Minimum Viable Product (MVP). Our team excels in optimizing performance, enhancing scalability, and refining user experiences based on feedback. With a proactive approach, we address technical debt, ensure seamless updates through continuous deployment, and assist in crafting effective strategies for user acquisition and monetization. Whether you need to fine-tune performance, enhance security, or adapt to changing trends, we provide comprehensive solutions to help your startup thrive post-MVP.

Build less. Achieve more with LLMs

Reliable AI Developed for Professionals

Reliable AI Developed for Professionals

From vision to viable‍under 3 weeks

Step 1

Step 2

Step 3

Step 4

Step 5

Step 6

Our approach to AI. Our processes enable profitable AI projects.

Custom LLM Integration

Custom AI Agents

AI-Powered Features

Product-Driven AI

We are not saying it.Our clients are.

Explore our expertise across multiple industries

You've never had so many deliverables in so little time.

Product Roadmap

User Personas Model

Competitor Anaysis

High Fidelity Prototype

User Testing & Feedback

Technical Viability Analysis

Customer Journey Map

Tech Stack Audit

Market Research

The tech stack that fuels cutting-edge products

Frontend

Cloud

Testing

Design

Backend

CI/CD

Monitoring

Worried about compliance?

Let's start the convo.Just book a call. ↓

Let's start the convo.Just book a call →

Questions? We've got answers

How flexible is the engagement model?

How pricing works and what billing options do you offer?

How quickly can you start working on my project?

How can I be confident I'll have highly skilled professionals working on my project?

Why should I work with Vinta instead of hiring for my in-house team?

How do you handle project timelines and ensure timely delivery of milestones?

Can you assist with scaling and continuous improvement of the MVP once it is launched?

From vision to viable
‍under 3 weeks

We are not saying it.
Our clients are.

Let's start the convo.
Just book a call. ↓

Let's start the convo.
Just book a call →