Get Started
Welcome to aicuflow - from raw data to AI-powered decisions - without an army of engineers
Most organizations sit on enormous amounts of data and enormous AI potential - and can't access either. Data is siloed, messy, or locked in PDFs. AI feels out of reach without a dedicated ML team. aicuflow closes that gap. Connect your data sources, extract what matters, build pipelines, train models, and deploy - all in plain language, all in one place.
What is aicuflow?
You get a suite of AI-powered data and model tools that make connecting siloed data sources, running complex queries, and turning websites and PDFs into datasets as easy as prompting with everyday language. Connect all your data sources in one place, then transform, enrich, visualize, and train AI models anywhere in your flow - with only natural language. And because those models are built on your own data, they don't give you generic answers - they give you predictions, recommendations, and insights that are specific to your business, your industry, and your history.
aicuflow is built around the concept of a Flow - a repeatable, code-backed pipeline that takes in data, acts on it, and delivers results. Flows can be created and modified manually, assembled from a template or simply by chatting with our AI assistant.
Connect & Extract Any Data
Wire up your CRM, databases, APIs, and internal systems with a single click - Snowflake, Postgres, HubSpot, Stripe, MSSQL, and more. Got data buried in websites, PDFs, or documents? Point aicuflow at a URL or upload a file, describe what you want, and get back a clean, structured dataset. No scraping scripts, no manual copy-paste. We pull it in, enrich it, and structure it - ready for whatever comes next.
Build Pipelines, Train Models, Talk to Your Data
Describe what you want in plain language and aicuflow writes the pipeline for you - ingest, transform, enrich, visualize, export, and train AI models, all in one flow. Classification, prediction, recommendation, vision, NLP - just describe the task and let it run. No ML infrastructure, no separate tooling. Want answers instead of a model? Ask questions in plain English and get responses grounded in your own documents and databases. Every step is visible, auditable, and yours.
Deploy Models and Flows
Train a model and deploy it as a live API endpoint. Build a flow and trigger it on a schedule, an incoming event, or an external API call. Both models and flows are first-class deployables - scale automatically, run anywhere, and push results wherever they need to go, all without leaving aicuflow.
How It Works
1. Upload Your Data
Upload documents (PDFs, Excel, Word), provide URLs, connect to your data sources - or all three. Learn more in File Manager.
2. Design Your Pipeline
Using everyday language, describe your use case and what you want from the data. The Editor and AI Chat modules help you build and refine your flow. Or skip the blank canvas entirely - pick a template and get a ready-made pipeline with sample data, pre-built plots, and everything wired up and ready to run.
Hey, I am working in the MedTech industry in an R&D department. I want to chat with my data from the past 20 years. Build me a pipeline. I have PDFs, Word files but also some Excel sheets here and there. Set up an example project for me so I can explore. And then I need to connect my Drive and S3 to import my own data.
Hey, I have this sensor data that I want to stream to the cloud. Help me set this up. I want to then predict future values. But for that I first need to calculate some KPIs. I would need to run that quite often. Could u make sure it runs fast?
Every month I create a report for my team. I want to make it interactive and track how often my team really views it. My data is in Airtable. Get it from there and then create some plots for me that you think are useful.
3. Process & Extract
Our AI models understand your use case and write repeatable code to get it done. Go grab a coffee.
4. Query, Visualize, Schedule, and Export
Once your pipeline is done, explore your data, add transformation nodes, schedule the workflow on a time or trigger basis, and export wherever you need it. Use Plots for interactive dashboards and ML & AI for model training.
5. [optional] Deploy
When you're ready, deploy your flow or model with one click. Get a live API endpoint and let it run automatically from everywhere. See the Deployment documentation for details.
Use Cases
Turn weeks of literature review into hours. Surface the data buried in papers, patents, and reports - then ask questions across your entire corpus and let AI connect the dots you'd otherwise miss.
Your lab has 15 years of product data, test results, and competitor measurements - buried in PDFs, inconsistent folders, and formats nobody standardized. We make all of it searchable, comparable, and accessible to software. Calculate KPIs automatically, generate reports on demand, and give your researchers answers in seconds instead of days.
Close deals faster with less risk. Let AI read the documents before your team does - surfacing red flags, obligations, and anomalies across hundreds of files so humans focus on decisions, not reading.
Turn blogs, articles, social posts, and news into queryable, visualizable data. Track what your market is saying, spot trends before they peak, and analyze content at a scale no human team could read.
Turn your catalog into a revenue engine - whether that's content, products, or both. Train recommendation models on your own user behavior so the right article, product, or offer lands in front of the right person at the right time. More engagement, more conversions, less guessing.
Contracts shouldn't live in PDFs gathering dust. Make your legal data queryable, comparable, and searchable - so your team can ask questions like "which contracts expire this quarter" and get an answer instantly.
Stop doing the same things manually. An email arrives, a database updates, a document gets generated - automatically. Connect your triggers, data, and outputs into flows that run your operations while your team focuses on work that actually needs them.
Make clinical data work harder. Structure trials, records, and research into clean, analyzable datasets - then use AI to find patterns, predict outcomes, and accelerate discovery.
Need a solid data foundation without building one from scratch? Use aicuflow as your data backend - store, query, and serve data at scale, and plug in interactive dashboards without wiring up a separate BI tool.
Stream sensor and device data to the cloud in real time, store it, and start making sense of it immediately - detect anomalies, spot patterns, and trigger actions as events happen. We have a dedicated library for connecting your sensors and getting data flowing.
Data Capabilities
The data layer that powers everything - connect it, extract it, structure it, and enrich it.
Structured or unstructured data buried in PDFs? Upload the file, describe what you want, and optionally tell us where in the document it lives. Works across invoices, reports, contracts, research papers, and anything in between.
Take what you have and make it richer. Augment your existing datasets with data from the web, external APIs, or other sources - adding context, filling gaps, and turning sparse records into complete, actionable profiles.
Define your data structure through prompting rather than rigid data dictionaries. Describe what your columns mean, and aicuflow handles the mapping - across sources, formats, and inconsistent naming conventions.
Wire up HubSpot, Stripe, your internal product database, or any API with a single click and authentication details. Snowflake, Postgres, MSSQL, and more - if your data lives there, aicuflow can reach it.
AI Capabilities
Everything above is powered by the full spectrum of AI - here's what's running under the hood. You don't need to choose or configure any of it; just describe what you want and aicuflow picks the right tool for the job.
Build "people also bought" or "you might like" engines directly on top of your product or content data.
Tag tickets, categorize transactions, label leads, or sort documents into custom categories. Train once, run forever.
Detect objects, classify photos, flag defects, or read text out of images and scanned documents.
Understand how customers feel and what they want - at scale, across reviews, surveys, and support conversations.
Catch fraud, equipment failures, or unusual patterns before they become problems.
Pull key entities, summaries, and structured fields out of unstructured text
- across thousands of documents at once.
Score leads, predict lifetime value, and identify churn risk - trained directly on your CRM or product data.
Quick Start
- Go to Data and upload your first file or connect a data source.
- Open the Editor and describe what you want to do with your data.
- Let aicuflow generate your pipeline - review each step.
- Explore results in Plots or export to your destination of choice.
Need a walkthrough? Check out the video tutorials in each module's documentation, or reach out via Help.
Aicuflow Features
You can use aicuflow to build data pipelines and train AI models. The "Flow" (or pipeline) is the core concept our tool is centered around. You can create and modify flows manually, or by messaging our chatbot. Resulting models and analysis results are saved as files in your specific flow.
File Manager
Store, preview, sync data securely with big data capabilities. The file manager module is where you upload your data before feeding it into your data flow.