Five kinds
A dashboard, a report, a presentation, a table explorer, or an app with pages and filters.
Features
Everything around the chat.
Ask your company data in plain words, keep the answers, and decide what the AI may reach.
01 Chat
Ask about your business in plain words.
Sespre answers from your own systems, with charts and tables, and keeps the query behind each number.
Sales
How did invoicing go this quarter?
Invoicing rose 8% on the quarter before, to €401k. September was the strongest month.
Invoiced by monthQ3 2026
€118k
Jul€131k
Aug€152k
SepAsk about invoices, customers or deals…
Your team's data, nothing more
The chat reads only the data its team may read. Postgres enforces it, not the AI.
Every number keeps its query
Each answer keeps its queries: the SQL, the tables it read, the rows and the time.
Charts, tables and maps
Sespre draws them with its own components, not with code the AI writes.
Python when SQL is not enough
Heavier calculations run as Python in a locked sandbox with no database access. Data goes in and out as files.
Seven languages
Sespre speaks English, Finnish, Swedish, German, French, Spanish and Italian.
02 Connectors
Your systems, in one database of your own.
Connect your CRM, your project tool and your own databases. Their data syncs into one database that only your company uses.
The systems you use
Pipedrive, HubSpot and Visma Severa, and your own PostgreSQL, MySQL / MariaDB or SQL Server database.
Setup guided in chat
An assistant takes you through each step in chat, with a checklist beside it. Keys go in a secure form, never in the chat.
Databases behind a firewall
Reach a database in a private network through an SSH tunnel, with a read-only user. Sespre checks the SSH server's host key.
Credentials encrypted
Credentials are encrypted on your instance. No answer and no log line shows a secret.
03 Dashboards and reports
Keep the answer. It stays up to date.
Turn answers into dashboards, reports and presentations. They run their queries again on your latest data, with no AI call.
Week 4212–18 OctPublished
Weekly invoicing
Invoiced
€371,020
W35W36W37W38W39W40W41W42
Week 4319–25 OctPublished
Weekly invoicing
Invoiced
€388,140
W36W37W38W39W40W41W42W43
Week 4426 Oct – 1 NovReviewed
Weekly invoicing
Invoiced
€412,3806.2% on week 43
W37W38W39W40W41W42W43W44
AI summary Invoicing rose for the third week in a row, to its highest this quarter.
Numbers from your data, not the AI
Opening one runs its queries again on the team's data. The AI model is not called.
Editions on a schedule
Run it every week, month, quarter or year. Each run freezes an edition, with an AI summary if you want one, and a review before it is published if you want that.
Delivered to the team
Members get a notification and an email with a link. The email holds no numbers.
PDF and CSV
Print a presentation, report, table explorer or app to PDF. Export a table's rows to CSV.
04 Studio
Build a dashboard by asking for it.
Studio puts a chat beside the dashboard, report or presentation you build. Ask, and the charts and tables appear on the canvas.
Pick a kind
Start a dashboard, report, presentation, table explorer or app.
Ask, and it is built
Ask in the chat. Sespre saves each chart and table and puts it on the canvas as you watch.
A place to start
An empty chat suggests four things to ask, made for the kind you build.
Together
See who else has it open in Studio. Each change reaches everyone at once.
2 people here
05 Agent firewall
The AI reaches only the web you approve.
Every request the AI agent sends goes through one firewall. It checks what goes out and logs what it stopped.
Outgoing requests · this chat
Firewall on
Approved domains
The agent fetches only from domains your admins approve. One click adds the EU public data preset, with ec.europa.eu, stat.fi and the ECB's data API.
Ask before other sites
Turn it on, and when the agent wants a page from another domain, the person who asked sees the address and approves or refuses it.
Checks on what goes out
Each fetch is checked for secrets, email addresses, phone numbers, full names, values from your query results, random-looking tokens and private network addresses. Each check blocks, warns or is off.
Prompt injection and limits
Pages that come back are checked for prompt injection. By default the agent makes at most 5 fetches a turn, 30 a chat and 100 per person an hour.
A log without the secret
The activity log shows every fetch, what was blocked and why. It never stores the value a check found. Every settings change is in the audit log.
06 Teams
Each team sees its own data, and nothing else.
Chats, dashboards and reports belong to a team. The database decides which data each team reads.
A Personal space
Every person has a Personal space that nobody else sees, admins included.
Roles, permissions and budgets
Make a member Viewer, Editor or Owner, or pick the exact permissions. Admins give each person a model budget by day, week or month, so no one overspends.
Entra groups as members
Add Microsoft Entra groups to a team. Each sign-in updates who is in them.
Data access per team
A team reads only the data its managers allow. Postgres enforces it, with a database role for each team.
Share one dashboard
Share one dashboard or report with a colleague outside the team. They see it and its numbers, nothing else. There are no public links.
07 Your branding
Sespre in your company's colours.
Add your logo, and Sespre takes three colours from it. Everyone in your company sees them.
Your logo by your domain
Type your company's domain and Sespre can find your logo. Only the domain leaves your instance. No logo found? Upload one.
Three colours
Sespre takes a primary, a dark and a light colour from the logo. Change any of them yourself.
Light, dark or auto
Each person picks light, dark or auto, which follows their system. Your colours work in all three.