Data & Archive Lake for Intelligent Agents DalIA
Sign in

The second brain AI was missing.

AI doesn’t know your company’s data and doesn’t remember it.DalIA gives it the memory it needs: it answers with your real content, wherever it lives, citing the source and controlling access.

Use it in chats and conversations or in AI agents

DalIA shows the graph of related content for letter 108-2026, with 12 nodes and 69 passages, and the “Convert to case file” button
ChatGPT DalIA connected via MCP
List the observations detected in case file OFICIO-108-2026
Case file OFICIO-108-2026 · 12 items · 69 passages

Done. You don’t need to send me anything: DalIA is the brain I was missing to know where the information is. I found three remarks: SHA-1/SHA-256 hash validation, Merkle tree and IPFS storage. I annotated them on the original document, in your DalIA panel.

Type a message…
ChatGPT answers with three remarks and DalIA shows the document with the three annotations on the passages
Claude shows “Show a log to the person” and DalIA opens the Connector supervisor log in its panel, with WARNING notices and INFO events

Data & Archive Lake for Intelligent Agents

One shared brain across the whole company

AI thinks. DalIA remembers.

Try it and be amazed
1Content gets linked
2One click, one case file
3Ask in ChatGPT
4ChatGPT queries DalIA
5DalIA, the brain it was missing
6Annotates the original
7Each note cites its passage
8Same with Claude
9Claude asks, DalIA shows
Case file createdOFICIO-108-2026 · Observations and blockchain contract
  • 12 items
  • 69 passages
  • 45 pages

Context ready for ChatGPT and Claude

Content governed by DalIA

Connect DalIA to ChatGPT or Claude the easy way

and talk to your company content

  • Audio
  • Video
  • Text
  • PDF
  • Photos
  • Word
  • Excel
  • SQL
  • Chats
AI thinks, DalIA remembersTalk to ChatGPT or Claude and DalIA provides the data it needs.
The second brain

It searches, picks and hands the agent what it needs to know.

You ask in the chat or the agent you already use. Behind the scenes, DalIA searches your documents, picks the passages that matter and hands them to the AI, which answers citing its source.

Nothing to send or drag: only the passages that are needed are handed over.

Connects to everything

Any content, from any source.

It connects to cloud storage, SFTP servers, local paths, SQL and NoSQL databases and document management systems. Everything ends up in a single shared memory, whatever the format.

PDFW Argos SaaS & OnPremise (CPU/GPU) S3AWS S3S3Hetzner S3FTSFTP/Local pathDBSQL databaseMMongoDBDwDocuWareAlAlfresco{}API & logs+and more… 835967 DalIA Second brain BGE-M3RelationsSQLKPIsSHA-256 Click a component to see its role and value

Content types

  • Audio
  • Video
  • Text
  • PDF
  • Photos
  • Word
  • Excel
  • SQL data
  • Conversations
MCP connection

Any AI, the same brain.

Claude, ChatGPT, Gemini or any other MCP-compatible assistant queries DalIA as its own memory: vectorized content, relationships between documents, SQL data and API/RPC services. Every query first goes through the user’s security filter, which rejects whatever is not allowed.

With the user’s permissions No documents uploaded to the assistant Answers with cited passages
AI assistants or agents ClClaudeGPTChatGPT · OpenAIGeGemini · GoogleOrOracle AI { } DalIA MCP open protocol DalIA ContentvectorRelationshipsgraphDataSQLServicesAPI/RPC Vectorized, linked repository Security filter { } Request rejectedNo access to this case fileRequest rejectedDocument outside your areaRequest rejectedConfidentiality: Restricted
External services

AI uses your services, without ever seeing your keys.

When an assistant needs to call an API or a third-party service, DalIA asks you for the credential, stores it encrypted and uses it on its behalf. The assistant only receives the result.

Credential encrypted in DalIA Only against the servers you allow The assistant never sees it
DalIA MCP IA AI assistant You Extension Secure panel Credential vault encrypted, for DalIA only Service · •••••• Runs the service with the approved credential Third-party service API/RPC the key does not pass through here Requests a service Authorize and register key { }
Reading and classification

Every item becomes an organized record.

DalIA reads each format with the right technique: it describes the photographs in a PDF or Word file, applies OCR to invoices and scanned documents, transcribes audio and relates spreadsheets to each other and to the rest of the content. From that it builds a record: who sent it, who it is for, what it is about, its date, its type, its confidentiality level and the tone of the message.

Reads the text and understands what is not text Extracts what is written; if it finds a photograph it describes it, and if it finds an invoice or a scan, it applies OCR.

From
Logistics Department
To
General Management
Subject
Rescheduling of equipment delivery
Date
2026-03-14
Type
Official letter
Confidentiality
Restricted
Sentiment
Neutral

Reads the text and understands what is not text The same in a Word file: extracts what is written, describes its photographs and applies OCR to the scans embedded in it.

From
Legal Counsel
To
Board of Directors
Subject
Framework contract compliance report
Date
2026-04-02
Type
Report
Confidentiality
Confidential
Sentiment
Positive

Explains what is in the image Recognizes the objects, details the scene and points out what stands out.

From
Warehouse inspector
To
Purchasing Office
Subject
Damaged boxes at goods receipt
Date
2026-03-21
Type
Photograph
Confidentiality
Internal
Sentiment
Neutral

Transcribes what each one said Tells each speaker apart and writes what they say, to understand what they talked about.

From
Customer (phone call)
To
Customer Service
Subject
Complaint about late and damaged delivery
Date
2026-03-12
Type
Call
Confidentiality
Internal
Sentiment
Negative

Reads the data and relates it Reads each sheet, finds how its tables connect and which documents and audio they relate to.

From
Finance
To
General Management
Subject
Quarterly equipment budget
Date
2026-03-31
Type
Spreadsheet
Confidentiality
Restricted
Sentiment
Neutral

Any AI-generated field can be corrected by hand in the record.

Relationships

Every item arrives connected to its context.

As each item is registered, whether an audio, a photo, a WhatsApp chat, a social media comment, a database record or a PDF, direct citations, shared references and senders from the same entity are detected. The result is a navigable graph that states the reason for every link.

Each relationship type can be shown or hidden. Hover over an item to highlight its connections; hover over a line to see why they are related.

Letter 0452Call 03/12Meeting 03/14Logistics chatDelivery photoSupplier chatInvoice F-102Order 8841Report 021Scanned waybill
Cases and reports

AI-assisted report generation

You pick the sections and the AI writes the report section by section: it reads the main document, consults the secondary ones and cites the source of each statement. A person reviews it and the report is issued in Word, with versions and history.

Use cases

Where could we use it in your organization?

Five ideas to get started. Pick the one that looks like a problem you have today and see how we would solve it.

Chat or AI agents connected to the company’s files to look up information.

What gets connected

  • Contracts, letters and reports
  • Excel spreadsheets
  • Meeting audio
  • WhatsApp chats

How we solve it

  1. The folders and sources where the files already live are connected, without moving them.
  2. DalIA reads, transcribes and relates the content, respecting each person’s permissions.
  3. The assistant the team already uses answers with the exact passages and cites the source.

Ideas for your case

  • What penalties do our supplier contracts include?
  • Everything agreed with a customer, across meetings, chats and documents.
  • What is the current procedure for this request?

Shall we try it?Does your team lose time looking for documents or asking who knows where they are?

BI tools connected to the company’s data to generate reports.

What gets connected

  • Databases
  • Excel spreadsheets
  • Reports and minutes
  • Contracts

How we solve it

  1. The BI tool or the reporting agent is connected to DalIA.
  2. Besides the figures, DalIA brings the context that is not in the tables: reports, minutes, contracts.
  3. The report comes out with figures and explanations, and every data point shows where it comes from.

Ideas for your case

  • A monthly sales report with the reasons each area gave.
  • A contract’s progress crossed with its penalties and addenda.
  • A dashboard that explains, every month, why each indicator changed.

Shall we try it?Do your reports show the numbers, but someone still has to explain the why?

Chat or AI agents connected to application logs and code to identify failures.

What gets connected

  • Application logs, live
  • Application code
  • Tickets and incidents
  • Technical documentation

How we solve it

  1. The logs are connected live, without copying them, along with the folders holding the code.
  2. The agent queries the log for that moment and searches the code for the related part.
  3. It proposes the probable cause, with the log line and the file it took it from.

Ideas for your case

  • Which error keeps repeating since the last deployment, and where does it start?
  • Relate a user’s complaint to the errors logged at that hour.
  • Explain to support, in plain words, what failed and how it is fixed.

Shall we try it?How long does your team take today to go from “something failed” to “we know why”?

Search boxes inside applications so users can find information.

What gets connected

  • Your portal, intranet or ERP
  • Case files and incoming documents
  • The application’s documents and audio

How we solve it

  1. The search box of your application is connected to DalIA.
  2. Users type in their own words and the search is by meaning, not by exact match.
  3. Each result shows the exact page or minute and respects the user’s permissions.

Ideas for your case

  • Find, in the case-file system, the files similar to a new one.
  • Have the intranet answer “how do I request vacation?” with the current policy.
  • Find, in the customer portal, the audio where a condition was agreed.

Shall we try it?Do your users search by exact codes or by words they do not always remember?

Chat or AI agents connected to audio and data to find failures in service or orders.

What gets connected

  • Call recordings
  • Service chats
  • Orders and tickets
  • Waybills and invoices

How we solve it

  1. DalIA transcribes the calls, separates each speaker and links them to the order data.
  2. The agent reviews all the interactions looking for patterns: broken promises, repeated complaints.
  3. It delivers the cases with the exact minute of the call and the order involved.

Ideas for your case

  • Calls where the customer complained about a delay and the order is still undelivered.
  • Duplicate charges mentioned in calls and confirmed in the system.
  • Agents who promise deadlines that are later not met.

Shall we try it?Today do you review a sample of calls, or can you review all of them?

Let’s connect your data and try it.

Tell us what problem you want to solve and we will try it with your own content: files, audio, logs or data. You can sign in now, book a meeting or write to us.