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AI automation for professional firms, businesses and logistics Emails, PDFs and requests, handled by AI.
Automatically.

Sedimentary reads documents and messages with LLMs and OCR, extracts the data and triggers the right actions, with human review where it matters.

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The problem

Every request is work that repeats.
What if it could handle itself?

Email, tickets and forms create a constant stream of manual work: slow, repetitive and error-prone. Sedimentary turns that stream into an automated, intelligent process, leaving your team only the decisions that truly matter.

Here's how it works.

Work in progress

Sabkha

/ wip

The solution we're building: an end-to-end flow that captures requests, extracts the data, routes it for approval where needed, and acts on it automatically. Here's how it's taking shape.

RFQ: 240 units

support@acme-corp.com

Email

Reorder request Q3

Ticket #4821

Helpdesk

Pricing for bulk order

web-form / vertex.co

Form

01 / Smart Acquisition

Capture requests, wherever they arrive.

Sedimentary automatically gathers requests from your channels (email, ticketing systems, web forms) and pulls every message and attachment into the pipeline, instantly.

  • Email, shared mailboxes and corporate aliases
  • Ticketing systems and help desks
  • PDFs, spreadsheets, CSVs and web forms
Extracted fieldsConfidence
customerAcme Corp98%
quantity24096%
productM8 Flange Bolt91%
deadline2026-07-1572%

02 / Processing & Extraction

Structured data, with confidence scoring.

AI models parse each message and attachment and extract structured data, assigning every field a confidence score that drives the next steps.

  • Entity & field extraction across messy formats
  • Confidence score for every extracted field
  • Validation against catalogues and business rules
Awaiting approval#REQ-3092
Acme Corp · 240 units98%
deadline · 2026-07-15Needs review

03 / Manual Approval

Human control, exactly where it matters.

For critical or low-confidence tasks, the decision stays with you. Requests land in clear, intuitive dashboards, ready to approve, correct or reject in a single click.

  • Human review for critical or uncertain tasks
  • Intuitive dashboards to approve, correct or reject
  • Full audit trail of every decision

Automated Outputs

Pending

Auto-reply sent

Ticket #4821 · Support

Forwarded to the right team

→ Sales Ops

Quote generated

#SED-2048 · $18,400

Webhook triggered

→ ERP sync

04 / Automated Outputs

From intent to action, automatically.

The wire terminates here. Once approved, the data fires the right actions: automated replies, forwarding to the correct department, quote generation and triggers into your systems.

About us

Innovative startup in Trentino-South Tyrol

Sedimentary is an innovative startup born in the heart of the Dolomites with the goal of simplifying the most complex business processes through artificial intelligence.

Our young and dynamic team combines advanced technological skills with a deep understanding of modern business needs. We believe technology should be accessible, powerful and easy to integrate.

Based in Trento, we bring AI innovation to professional firms, logistics companies and businesses that want to automate their workflows and improve operational efficiency.

What we do

AI solutions to automate and optimize

AI Document Analysis
Automatic extraction of structured data from documents with Large Language Models (LLM) and advanced OCR.
Workflow Automation
Automate complex end-to-end processes to reduce operational times and minimize manual errors.
API Integration
Seamless connection with external systems for efficient and automated data exchange.
Vertical Solutions
Custom software for firms and businesses.

Frequently asked questions

What automating document workflows with AI actually means in practice.

Read more in our guides →

What is AI business process automation?

It is the use of artificial intelligence models to do the repetitive work that currently passes through a person's hands: reading an email or an attachment, understanding what it says, extracting the data that matters and triggering the next action. The goal is not to replace your team, but to take the mechanical work off them and leave them the decisions.

Which documents can you process automatically?

Emails and their attachments, PDFs, spreadsheets, CSVs and web forms. In practice: quote requests, orders, invoices, delivery notes and the correspondence landing in shared mailboxes or ticketing systems. Messy formats are the norm, not the exception.

What is the difference between traditional OCR and LLM data extraction?

Traditional OCR turns an image into text: it recognises characters but does not understand what they mean, and it has to be configured for each layout. A Large Language Model interprets the content: it can tell which number is the quantity and which is the price even when the document changes shape, and it assigns every extracted field a confidence score. In practice the two technologies are used together.

Which AI models do you use?

We are not tied to a single vendor. We integrate the major cloud models (Google's Gemini, including through Vertex AI, plus Mistral and OpenAI) as well as models running locally through Ollama, for when the data must not leave your own infrastructure. For each project we benchmark the candidates against your real documents and pick the best price/quality trade-off: on a well-defined task a smaller model often matches the quality of a larger one at a fraction of the cost.

What happens to our data?

How data is handled is defined with you during the initial analysis, before a line of code is written: what enters the pipeline, where it is processed and how long it is kept. Where documents cannot leave your systems, we work with locally hosted models. Processing follows the GDPR; details on the data collected by this website are in our Privacy Policy.

Do we have to replace the systems we already use?

No. The automation plugs into your current tools through APIs and webhooks: it reads from the mailboxes and systems you already use and writes results where they are needed, from your management software to your ERP. The point is to remove manual steps, not to add yet another piece of software to learn.

How long does it take to get started?

It depends on your volumes, your formats and how many systems need connecting, so there is no answer that fits everyone. The first step is a 30-minute session where we look at one real workflow together, with your own emails and documents, and work out which part can be automated straight away and which cannot.

What is Sabkha?

It is the end-to-end solution we are building: it captures requests, extracts their data, routes them for approval where needed and acts on the result. It is currently in testing and not yet publicly available. If the flow described on this page looks like yours, get in touch and we will keep you posted.

Contact us

Let's talk about your automation project

Book a consultation

Thirty minutes on a video call: we look at your emails and documents together and work out what can be automated.

Pick a date and time

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Location

Via del Brennero 322, Trento (TN)

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