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.
Get started todayOur 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
See how our ARGO approach has helped businesses solve real problems across different industries.
Explore Our WorkUnlock 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.
Get in touch to explore the possibilities
Explore Our ARGO Expertise
Boosting Prospective Tenant Satisfaction with A GenAI Virtual Assistant
Implementing an Agentic RAG AI Assistant for a Leading Audio System Company
GenAI Solution for Effective Upselling and Cross-Selling
GenAI-Powered Customer Service Virtual Assistant for a Wholesale Business
GenAI-Powered Transformation of a Restaurant Vendor Platform
Why ARGO?
Traditional vs. Agentic RAG: The Difference

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 hybrid and on-prem environments, enforces data security, and optimizes retrieval accuracy without adding unnecessary complexity.

Let’s discuss how ARGO can work for your business
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
GenAI CTO
San Francisco, CA

Coy Cardwell
Principal Engineer
Boston, MA

Mark Edgett
VP, Digital Transformation
Boston, MA

Rafic Habib
Managing Director, Australia/New Zealand
Sydney, Australia

Richard Leslie
VP, UK Business Development
London, UK

Marcus Portström
VP, EU Business Development
Stockholm, Sweden
First Line Software at a Glance
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Application Development Director
A global marketing company
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Executive
Real Estate Appraisal Company
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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.”

Jay Thomas
Chief Strategy Officer, Triptych, USA
“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.”

Lauren Tindall
Technology Project Manager, Sandy Alexander, New York
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Product Owner
Strategic Software Consultancy
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Physician Executive, Product Development At Intersystems
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A Fortune 100 Company
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eLearning startup
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