Agentic RAG Implementation

Generic AI outputs can mislead your business. Agentic RAG ensures your AI delivers precise, actionable insights – always based on your data.

Agentic RAG Implementation

Generic AI outputs can mislead your business. Agentic RAG ensures your AI delivers precise, actionable insights – always based on your data.

Agentic RAG Implementation

Generic AI outputs can mislead your business. Agentic RAG ensures your AI delivers precise, actionable insights – always based on your data.

Agentic RAG Implementation

Generic AI outputs can mislead your business. Agentic RAG ensures your AI delivers precise, actionable insights – always based on your data.

Move from 25% to 90% Accuracy

Agentic RAG elevates enterprise AI, reaching up to 90% precision by delivering context-aware, reliable insights tailored to business needs.

Make GenAI Work

Our Refined Approach

Agentic Retrieval-Augmented Generation for Organizations (ARGO) is our refined approach to agentic RAG, developed to ensure reliability and seamless integration into enterprise workflows.

Agentic RAG in Action

Exlplore how our ARGO approach has helped businesses solve real problems across different industries.

See It in Action

Get Started

Let’s discuss how Agentic RAG can work for your business.

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Unlock the Next Level of Generative AI

Move from 25% to 90% Accuracy

Basic RAG solutions often fall short, achieving only 25% accuracy and struggling with real-world applications. Agentic RAG elevates enterprise AI, reaching up to 90% precision by delivering context-aware, reliable insights tailored to business needs.

Built for Complex Enterprise Scenarios

Agentic RAG understands intent, finds the right data, and remembers context to deliver accurate insights for critical enterprise needs.

Scalable and Adaptable as You Grow

Our agentic RAG systems grow with your business—scaling for larger data and traffic, adapting with new features, and integrating with emerging technologies. Designed for flexibility and long-term ROI.

Agentic RAG Implementation

Key Capabilities

Intelligent Query Understanding

AI-driven intent analysis ensures that queries are processed with the right retrieval methods.

Data Preparation & Organization

We prepare and structure your data based on your business context and data specifics. 

Contextual Memory

AI retains context across interactions for more natural, relevant responses.

Scalable & Adaptable Architecture

Our agentic RAG solutions grow with your business, handling increasing data and evolving needs.

You Don’t Need Another GenAI Idea. You Need Execution.

Explore Our Agentic RAG Expertise

Why ARGO?

Reference Implementation for Agentic RAG

Designed to fit seamlessly into complex corporate architectures, ARGO is our refined approach to Agentic RAG, that adapts to cloud, hybrid, and on-prem environments, enforces data security, and optimizes retrieval accuracy without adding unnecessary complexity.

Explore ARGO With Our Expert

What are RAG (Retrieval Augmented Generation) and ARGO?
What are RAG (Retrieval Augmented Generation) and ARGO?
Naive RAG vs. Advanced RAG (Retrieval Augmented Generation)
Naive RAG vs. Advanced RAG (Retrieval Augmented Generation)
Discovery & Data Preparation in ARGO
Discovery & Data Preparation in ARGO
Response Planning & Data Retrieval in ARGO
Response Planning & Data Retrieval in ARGO
Semantic Search in ARGO
Semantic Search in ARGO
Augmented Generation & Conversational UI & Evaluation in ARGO
Augmented Generation & Conversational UI & Evaluation in ARGO
Why ARGO Is the Smarter Way to Implement GenAI
Why ARGO Is the Smarter Way to Implement GenAI
Advanced & Agentic RAG with ARGO: The Future of Enterprise GenAI
Advanced & Agentic RAG with ARGO: The Future of Enterprise GenAI
How ARGO + Reach UI Delivers a Smarter GenAI Experience
How ARGO + Reach UI Delivers a Smarter GenAI Experience

Traditional vs. Agentic RAG: The Difference

How We Drive Success

ARGO – Agentic RAG Refined Approach

For RAG implementations, we utilize the latest open-source frameworks and leverage Azure’s infrastructure to access cutting-edge language models.

Accelerated GenAI Excellence

We embrace a GenAI-first engineering culture. We leverage GenAI to streamline our software development lifecycle, delivering exceptional solutions faster and more efficiently.

Engagement Models
Flexible Delivery Centers

Expand your team while benefiting from shared business knowledge, aligned goals, and expectations.

Dedicated Delivery Centers

Gain a fully scaled team tailored to meet your specific solution requirements.

Turnkey Projects

Leverage our expertise across the entire development cycle to successfully deliver your projects.

Technical Expertise Engagements

Boost your team’s capacity, skills, and experience with our specialized expertise.

Generative AI Leadership

Pavel Khodalev
Pavel Khodalev

GenAI CTO
San Francisco, CA

Coy Cardwell
Coy Cardwell

Principal Engineer
Boston, MA

Mark Edgett
Mark Edgett

VP, Digital Transformation
Boston, MA

Rafic Habib
Rafic Habib

Managing Director
Sydney, Australia

Richard Leslie
Richard Leslie

VP, UK Business Development
London, UK

First Line Software at a Glance

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Years of Technology Experience

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Projects Delivered

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Satisfied Clients

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Client Retention Rate

Clients Love Us

We’ve all learned a lot from you, and it is great working with you.

Application Development Director

A global marketing company

First Line Software is paying attention and proactively managing the project with us while doing extra things that go above and beyond what we expect.

Executive

Real Estate Appraisal Company

Unlike our legacy system, First Line Software has delivered operative and adaptable software. The new software easily integrates data sources and updates code.

Executive

Real Estate Appraisal Company

First Line Software has a large team, and because of the breadth of services, they can give you that flexibility to work on other projects. Adding another technology to your stack, for example, is one way they could support you.

Jay Thomas

Jay Thomas

Chief Strategy Officer, Triptych, USA

I’ve worked with other developers, but I found that the First Line Team is very knowledgeable and helpful. I would totally recommend them to anyone who’s looking into their services.

Technology Project Manager,

Sandy Alexander, New York

The First Line team has an excellent process and we can learn from your team and improve.

Product Owner

Strategic Software Consultancy

They are very good at understanding the requirements but more importantly they can think about the future requirements and future proof your project.

Qi Li

Qi Li

Physician Executive, Product Development At Intersystems

The team we put together in the last half of this year is one of the most productive, skilled and enjoyable i’ve ever worked on. It’s great to see the product brought to life, and i’m proud to work with all you folks.

Senior Architect

A Fortune 100 Company

I want to express my gratitude for all of your team’s hard work, support and extra help. We are very grateful for all that you have done for us.

Senior Project Manager

A US specialty digital design and web development agency

I would like to thank the First Line development team for their dedication and high level of quality in their work. Your team has been a major part of why we have been successful thus far.

VP Engineering

eLearning startup

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