Enterprise Data
AI Enhance




An AI Solution for Your Business Data

Enterprise AI built around your business reality, not generic models - using your data to solve clearly defined problems, improve operations, and deliver outcomes that matter to both management and finance.

How It Works

Enterprise AI Built Around Your Business Reality

Most enterprise AI initiatives fail not due to a lack of technology, but because they begin without the right business direction. We take a different approach.
We build enterprise AI solutions focused on your specific business challenges - not generic platforms, not pre-trained assumptions, and not one-size-fits-all models.

One Problem. One Solution.

We start by understanding your real business challenge: what the problem is, what you want to improve, and what data you already have. Only after that we start to design your AI solution.

Data Foundation

Fit-First Algorithm Selection

We choose algorithms based on business fit. In many cases, a regression model, a lightweight vision model, or an optimization algorithm delivers better results than a one-size-fits-all large language model.

Algorithm Selection

Measured by Business Outcomes

Our AI solution is measured by financial outcomes: cost reduction, efficiency gains, quality improvement, and revenue growth - reflected directly in operational and financial systems.

Business Value

Designed for Continuous Evolution

Our AI systems are designed to continuously adapt as processes improve, products evolve, and markets change, delivering long-term value without becoming one-off projects or disconnected systems.

Long-Term Sustainability
Rules-Based Match

AI resume match based on the custom rules

We bridge the gap between professional profiles and career guidance. Our hybrid AI engine extracts structured data to automate resume matching, ensuring alignment with customized academic, technical, and geographic criteria.

More details
Resumematch
Structured Data AI Solution

Bridging natural language and data precision with CubeDrive

In today’s AI landscape, working with structured data is critical. While large language models are strong at understanding text, they are less reliable when handling numbers and tables.

CubeDrive’s intelligent SQL execution solves this by letting AI agents query structured data directly. This ensures answers are accurate and data-backed, combining natural language reasoning with the reliability of databases to support better decision-making.

Input: User Query

Input user question or issue (e.g., “Give me a firm summary for FDA device recall in 2025?”).

LLM: Prompt

Use an LLM to generate concise and friendly responses that answer user questions using your Data Knowledge Base.

Action: Knowledge Base

Build business data lake from any source — SQL, Excel, JSON, or API data — all in one place.

Output: Response

Display helpful replies to users that include charts, data lists, summaries, and more — all dynamically generated from your data lake.
Case

AI Agent For FDA Medical Device Recalls

The FDA Medical Device Recall List is an official, continuously updated database that protects public health by flagging devices with safety, performance, or compliance issues. CubeDrive adds an intelligent layer on top of this source: an AI agent that synchronizes recall data via APIs, lets non technical users ask natural language questions, and pushes targeted alerts to stakeholders. The result is faster risk awareness, lower operational overhead, and auditable, organization‑wide visibility.
FDA devices recall list
What the Agent Does

Your Intelligent Partner for FDA Data

The AI-powered Agent transforms complex FDA recall data into clear, actionable insights — helping organizations stay informed, proactive, and compliant. Whether you need quick answers, timely alerts, or instant reports, the Agent works around the clock to make FDA data meaningful and manageable.
  Answer questions

Ask in plain English — the Agent instantly finds and explains the answers you need, complete with citations from FDA records to ensure accuracy and credibility.

  Custom Alerts

Stay one step ahead. Get notified the moment a recall affects specific devices, firms, or models that matter to your business.

  Instant Insights

Turn complex recall data into easy-to-understand summaries, charts, and visual dashboards that help drive smarter decisions.

  Data Export

Seamlessly export your insights into CubeDrive Sheets, Excel, or CSV reports to share with your team or integrate into your workflows.

FAQ

Frequently Asked Questions

Most AI platforms start with a fixed technology or model and then look for problems to apply it to.

We start with your business problem. Only after understanding what you want to improve and what data you have, we start to design the AI solution. This ensures every solution is purpose-built, practical, and aligned with real business needs, not generic or one-size-fits-all.

No. We do not default to large models.

In many real business scenarios, a regression model, lightweight image recognition model, or optimization algorithm delivers more accurate, reliable, and cost-efficient results. We select algorithms based on business fit, data quality, and operational context, not on specific model.

Most enterprise AI value comes from your existing internal data—such as operational records, process data, quality data, or system logs.

We do not require perfect or massive datasets to begin. Our first step is to assess what data you already have, how it is used today, and how it can be activated to solve a specific business problem.

We measure success by business outcomes, not technical metrics.A successful AI solution must show clear impact in areas such as:

  • Cost reduction
  • Efficiency improvement
  • Quality improvement
  • Revenue growth
These results should be visible in operational dashboards and financial systems, not just model performance reports.

Yes. It automatically creates charts, tables, and summaries based on your queries. You can export the results to CubeDrive Sheets, CSV, or Excel reports.

CubeDrive ensures enterprise-grade security. Data access is fully controlled by your permissions, and all processing occurs within secure, encrypted environments.

Yes. You can define data models, customize query templates, and integrate the Agent with your existing business systems for a fully aligned solution.

Unlike traditional BI dashboards, CubeDrive’s AI Agent understands context, generates instant answers, and continuously learns from your data and interactions to improve accuracy and relevance.

You only pay after you feel comfortable.

We first build a runnable demo using your data - free of charge. Once you are satisfied, we can move forward with a flexible payment model for support:

  • Pay by hours, or
  • Pay monthly
You can stop at any time. No long-term lock-in.

Simple. Just send us an email with the following information:

  • The problem you care about most
  • The result you want to achieve
  • The type of data you currently have
    • Our team will review your message and follow up within 24 hours with next steps and a proposed solution approach.



DISCOVER US

Four easy steps to discover CubeDrive's solution

Step 1: Explore the Platform
Visit our platform to discover the robust features that empower businesses to customize their CRM systems with an intuitive drag-and-drop interface. Easily explore the tools that streamline business processes.
Step 2: Book a Demo   Book
Schedule a personalized demo to see CubeDrive in action. Our team will guide you through the platform’s capabilities, showcasing how it can meet your business needs, enhance communication, and drive efficiency.
Step 3: Customize for Your Needs
During the demo, explore how you can effortlessly customize CubeDrive’s solution to align with your unique business needs. From automating tasks to integrating third-party, you can shape your system to support your workflow.
Step 4: Start Quickly
With CubeDrive's no-code solution, you can get started quickly. After the demo, we provide full support to help you implement the solution, ensuring a smooth transition that optimizes your business operations from day one.