Enterprise Data
AI Automation




An AI Workflow Automation 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.

Frequently Asked Questions

Most platforms start with a fixed technology and look for a problem. We start with your business problem. By understanding your goals and data first, we design a purpose-built solution that is practical and aligned with real business needs, rather than a generic one-size-fits-all model.

No. We do not default to large models. For many business scenarios, regression models, lightweight image recognition, or optimization algorithms deliver more accurate and cost-efficient results. We select the algorithm based on business fit and data quality.

Most value comes from your existing internal data—such as operational records, process data, or system logs. We do not require perfect or massive datasets to begin; our first step is to assess and activate the data you already have.

We measure success by business outcomes, not technical metrics. Results should be visible in your operational dashboards and financial systems through cost reduction, efficiency gains, and revenue growth.

Yes. The system automatically creates charts, tables, and summaries based on your queries. Results can be exported directly to CubeDrive Sheets, CSV, or Excel.

CubeDrive ensures enterprise-grade security. Data access is governed by your specific permissions, and all processing occurs within secure, encrypted environments to ensure full compliance and protection.

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

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

We build a free runnable demo with your data so you can see the value before committing. We then offer flexible payment options (hourly or monthly) with no long-term lock-in. You can stop at any time.

Simply email us with your primary business challenge, your desired outcome, and the type of data you currently have. We will follow up within 24 hours.