01 ALL YOUR COMPANY KNOWLEDGE

Every source, one place, understood.

Bring together Google Drive, Excel, WhatsApp, and the tools your company already uses. Talqora connects what they know so your teams and AI agents get clear, reliable answers.

StartSee how it works
9 sources connected · company knowledge updated 4 minutes ago
02 FROM SCATTERED TO CONNECTED

Your company already has the answer. It is just spread everywhere.

Talqora connects people, customers, conversations, documents, and decisions in a shared ontology — a living map of how your company works. Teams and agents receive clear, structured answers with the original sources attached.

SCATTERED INFORMATIONGD drive.contractXL excel.renewalWA whatsapp.message
HOW IT ALL CONNECTSMeridianCRMSlackLegalTicket
Accountrenewallegal review
ONE CLEAR ANSWER
{
  "entity": "meridian",
  "state": "contract_review",
  "next_action": "legal_review",
  "confidence": 0.96
}
READY TO USE
03 WHAT IS AN ONTOLOGY?

A map of what your company knows — and how it all relates.

An ontology gives meaning to information. It knows that Meridian is a customer, that a contract belongs to that customer, and that a WhatsApp conversation can change the status recorded in Excel.

No mapping workshops. No hand-built data model. Talqora generates and maintains the ontology automatically.
01

Discover

Talqora reads the sources you connect and identifies the people, customers, documents, topics, and decisions that matter.

02

Connect

It recognizes when a Drive file, Excel row, and WhatsApp message refer to the same real-world thing — without manual tagging.

03

Keep current

As your information changes, Talqora updates the relationships and preserves the permissions from every original source.

04 ANSWERS IN SECONDS

From scattered information to a useful answer

Connect a source and Talqora does the organizing for you. New information stays up to date automatically.

0.0sMedian time to first answer
Connect
Gather
Connect
Prepare
Ready
05 THE LIFECYCLE

What happens underneath

Four steps, and you don't operate any of them by hand.

01

Connect

Choose Google Drive, Excel, WhatsApp, or another tool your company uses and approve access in a few clicks.

connected: drive · excel · whatsapp
02

Bring it together

Talqora keeps documents, messages, spreadsheets, and records together as they change.

4,812 items · always up to date
03

Understand

Customers, people, conversations, and decisions are connected so each fact has meaning and history.

Meridian · renewal · legal review
04

Use

Ask questions in chat or give the same company context to your AI agents and applications.

one answer · sources included
06 YOUR SOURCES

Connect what your teams already use

A Drive document, an Excel row, and a WhatsApp message can all describe the same customer. Talqora brings that story together.

Google Drive

Connected

Excel

Connected

WhatsApp

Connected

Slack

Connected

Salesforce

Connected

Gmail & Outlook

Connected

HubSpot

Connected

Zendesk

Connected

Confluence & Notion

Connected
07 ASK YOUR COMPANY

Ask it like you'd ask a colleague

Every answer explains where it came from and respects what each person is allowed to see.

Ask Talqorasales team
What's the status of the Meridian account renewal?
Meridian's renewal is in contract review. The Excel tracker shows the new price, the WhatsApp conversation confirms the customer agreed, and the signed draft is in Google Drive. Legal review is the next step.
XL Renewal trackerWA Meridian chatGD Contract draft
2 private sources hidden
Show me support engineer salaries.
I can't share that. Payroll and compensation fields are redacted before they reach the index.Blocked by guardrail — PII redaction policy
Ask about any connected source…
08 PERMISSIONS & GUARDRAILS

Answers stay inside the lines you already drew

Talqora doesn't grant access — it enforces the access that already exists in every connected source.

Answers based on identity

People only see information they are already allowed to access in Drive, Excel, WhatsApp, or the original system.

Sensitive data stays private

Salary, identity, and health fields are removed before they can appear in an answer.

Control each source

Choose which sources a team or agent can use. Sales does not need access to every company conversation.

See how every answer was made

Every question, source used, and hidden field is recorded for review.

09 FOR DEVELOPERS

Give every agent the same company understanding

One simple API gives your applications answers grounded in Drive, Excel, WhatsApp, and every connected source.

POST/v1/context/connect

Connect a new company source.

GET/v1/context/query

Ask a question across all connected knowledge.

POST/v1/context/chat

Send a message and receive an answer with its sources.

GET/v1/context/permissions

Check what a person, team, or agent is allowed to see.

GET/v1/context/sources/:source

See whether each source is current and ready.

# Ask a question — permissions are enforced automatically
curl https://api.talqora.com/v1/context/chat \
  -H "Authorization: Bearer $TALQORA_KEY" \
  -d '{"message": "What's the status of the Meridian account renewal?"}'

# Structured response
{
  "entity": "account:meridian",
  "sources": ["drive:contract_draft", "excel:renewals", "whatsapp:meridian"],
  "next_action": "legal_review",
  "confidence": 0.96,
  "latency_ms": 340
}
10 SOURCE STATUS

Every source, one status board

See what is up to date and what needs attention without opening every tool separately.

Source
Status
Last update
Items
Google Drive — contracts
Up to date
4 min ago
18,204
Excel — renewals
Up to date
4 min ago
9,412
WhatsApp — customer team
Updating
updating now
6,880
Gmail — support
Up to date
12 min ago
21,006
Salesforce — production
Up to date
9 min ago
4,318
Slack — company
Up to date
18 min ago
1,384
11 GET STARTED

Start with your first source
in under five minutes.

Start with Google Drive, Excel, or WhatsApp and turn scattered company information into answers your teams and agents can trust.

Start