kedvian

kedvian

Automation and data systems

Practical systems. Real results.

Workflow Automation

We turn repeated operational processes into AI workflows that people can review, trust, and expand over time.

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Data Extraction

We turn web sources into clean, structured datasets, built to the exact fields you need and ready to use.

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Interactive workflow sample

Run a compressed version of a real intake-to-action flow.

Choose a scenario to see the demo turn messy input into a reviewable workflow brief, with a clear next action and path to expand.

Live workflow

Intake-to-action sample

Ready

Step 1 · Choose a scenario

Pick a repeated task to run through the flow.

This demo uses sample data. In a real project, kedvian can work with your actual files and tools under the agreed workflow setup.

Scenario preview

Select a scenario

The selected sample will appear here.

Step 2 · Run the flow

See the flow produce a reviewable brief.

The sample handles routine prep, pauses for judgment, and shows how the first version could grow.

  1. 01 Receive input Load the sample source
  2. 02 Normalize source Identify format and tools
  3. 03 Classify work Match the workflow type
  4. 04 Detect repeated loop Find manual effort
  5. 05 Estimate impact Model time relief
  6. 06 Create brief Prepare scoped fields
  7. 07 Human review Keep judgment explicit
  8. 08 Draft next action Map the next layer

Output

Focused workflow
Waiting for sample run.
Source
Not normalized yet.
Tools involved
Waiting for selected scenario.
Repeated manual loop
Run the sample to detect the repeated loop.
Structured fields
Run the sample to prepare fields.
Human review rule
Run the sample to set the review rule.
First build scope
Run the sample to scope the first build.
Estimated monthly relief
Run the sample to estimate time relief.
Draft next action
No draft generated.
Expansion path
Run the sample to map the expansion path.

Execution log

  • Ready to run one repeated task.

What to build next

Run the sample first.

Waiting
  • Then you’ll see how to turn this starter version into a fuller workflow.

Step 4 · Human review checkpoint

Choose the human decision before the flow suggests an outward action.

Locked

Run the sample to reach the review step. The flow pauses before outward action.

Your workflow brief

Ready after the sample runs

Waiting 
Run the sample to generate a brief about the repeated work and the system it could grow into.

Nothing is sent automatically. The brief opens in your email app only after you choose to continue; it is a scoping starting point, not a quote or formal proposal.

Data extraction

Turn web sources into clean, structured files.

Any website you specify. Every dataset is built to the exact fields you need, checked for quality, and delivered in the format your team already uses.

Sample output

What a delivery looks like

Demo rows with generic data, delivered in your exact fields and file format.

ProductPriceLinkStock
Headphones$59.99example.com/p/1024In stock
Coffee Grinder$24.50example.com/p/2048In stock
Yoga Mat$19.00example.com/p/3072Low stock
Desk Lamp$35.75example.com/p/4096In stock
Backpack 25L$49.99example.com/p/5120Out of stock
Water Bottle$12.30example.com/p/6144In stock

How it works

Sample first, then the full run.

  1. Define the source and fields. One page or a full listing, plus exactly what you need.
  2. Feasibility check. Kedvian tests the source first and confirms what is possible and how long it will take.
  3. Small sample. You receive a small sample in the final format.
  4. Full delivery. The complete file arrives, deduplicated.

Contact

Feel free to reach out.

Share what you’re trying to improve. Kedvian will help shape the workflow and technical path from there.

Email

[email protected]