Riverflex
Reflex Accelerators

Reflex Accelerators

Reusable AI code library, made for you

Production-ready, pre-built, and battle-tested AI code modules built specifically to handle the complexity of enterprise AI. Explore the library

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Scaling AI Beyond the Proof of Concept

Skip the infrastructure work and ship faster

While most organisations are still figuring out how to move from pilot to production, we have already done it. Multiple times. At scale. For some of the world's most demanding clients. Most organisations do not lack ambition when it comes to AI. What they lack is the bridge between a promising proof-of-concept and a product that actually delivers value in production.

The problem most AI projects run into

Every project faces the same hard problems: document parsing, chunking strategy, vector search quality, query accuracy, hallucination handling, and enterprise integration.

Most teams spend months solving those foundational challenges before they've built a single feature for the end user.

We have already solved those problems. You should not have to.

What Sets Our AI Delivery Apart

Production-tested 
at scale

Production-tested at scale

Code extracted from deployments that survived real data, real edge cases, and real compliance requirements. It handles 100M+ customer records and automates complex workflows at enterprise scale. 

Clear path
to value

Clear path to value

A proven methodology for building and scaling intelligent products with a clear path from idea to value, and defined deliverables at every stage.

Ready to Integrate
and scale

Ready to Integrate and scale

Document loading, parsing, chunking, vector stores, and AI agents wrapped into a single toolkit, so your team can skip the infrastructure and focus on solving real business problems.

Our Reflex accelerators library

Production-ready, pre-built, and battle-tested AI code modules

Conversational Analytics

Conversational Analytics

Translates natural language questions into database queries with Text2SQL AI agent, enabling instant insight retrieval without analyst involvement.

RAG with citation & source attribution

RAG with citation & source attribution

Ground your AI agents with proper document processing including source references and page-level attribution.

VLM document parsing

VLM document parsing

Handle complex PDFs that other parsers cannot including tables, charts, and images using Vision Language Models.

Production AI agents

Production AI agents

Production-ready AI agents with streaming responses, tool calling, and built-in error handling.

Cloud-first architecture

Cloud-first architecture

Built for Azure, AWS, and Databricks from day one with enterprise security and evaluation frameworks.

What YOU can build with Reflex

Knowledge locked in documents?

Knowledge locked in documents?

Build enterprise document search and retrieval that actually works. Process thousands of PDFs, reports, and knowledge base articles in seconds. Get precise answers with source references, no manual searching required.

Data team bottleneck?

Data team bottleneck?

Automate data extraction and transformation from business questions to database queries. Free your analysts for higher-value work instead of fielding repetitive requests.

Sales team spending days prospecting?

Sales team spending days prospecting?

Deploy AI-powered lead scoring and prospect identification at scale. Turn messy lists of thousands of companies into a ranked shortlist your team can act on immediately.

Customer support cannot scale?

Customer support cannot scale?

Build intelligent customer support automation grounded in your knowledge base. Consistent answers, fewer escalations, and support that scales without scaling headcount.

Compliance team drowning?

Compliance team drowning?

Streamline compliance document processing across policies, regulations, and audit files. Surface relevant information in seconds.

Custom AI solution needed?

Custom AI solution needed?

Tell us what you are trying to build. We will show you how fast we can move.

Case studies

How IKEA is leveraging the power of LLMs to democratize customer insights

How IKEA is leveraging the power of LLMs to democratize customer insights

Aryan Aras

Global Customer Experience Management Lead

We built the Pulse CX Chatbot: an AI assistant combining NLP, Text2SQL, summarisation, and on-demand data visualisation over 100M+ customer entries with global franchise coverage.

Building a Production-Ready AI Engine for a Global Agri-Business Leader

Building a Production-Ready AI Engine for a Global Agri-Business Leader

Agri-Business Leader

Innovation sector

Delivered a production-ready AI engine for a global agri-business that cut project onboarding from weeks to hours, moved 5+ solutions toward production, and is projected to generate €10M in annual value from a single churn model.

Automating Invoice Processing with AI for a Consulting Operations Platform

Automating Invoice Processing with AI for a Consulting Operations Platform

Consulting operations platform

Manual invoice handling

Built an AI-powered invoice parsing engine that extracts structured data from unstructured invoice documents, validates fields like hours, rates, VAT, and project codes against platform records, and flags discrepancies automatically, reducing processing time by over 60%.

Ready to build? Tell us your use case and we'll show you what's possible.

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FAQ

What are Reflex AI accelerators?

Reflex AI accelerators are a reusable AI code library designed to handle the complexity of enterprise AI. They handle the infrastructure, so your team can focus on business challenges instead of rebuilding common components.

What's the difference between an AI framework and pre-built AI modules?

AI frameworks require your team to assemble components and build infrastructure. Pre-built modules like Reflex come production-ready with document loading, parsing, chunking, vector stores, and AI agents already integrated, significantly reducing implementation time.

Can Reflex modules be customised for specific business requirements?

Yes. If you need a custom AI solution, Riverflex works with you to identify and build what you need. The team is skilled in delivering AI systems that handle 100M+ customer records and automate complex workflows at enterprise scale.

How long does it take to implement enterprise AI modules?

Timelines depend on your requirements and organisation's size. After understanding your needs, we equip your Reflex module with clear documentation, defined integration points, and staged deliverables, giving you a clear timeline from idea to value.

Does Reflex work with Azure and AWS?

Yes. Reflex modules are built for Azure, AWS, and Databricks from day one with enterprise security and evaluation frameworks included.