Talk to your company data.
coso* is the AI assistant that queries your databases, SaaS tools and the documents in your knowledge base in plain language, and cross-references the results. One single entry point to everything your company knows, with traceable answers and cited sources.
* coso Italian for "thingy" or "gizmo": it isn't your assistant, yet
The name you give to things that don't have a name yet.
In Italian, coso is the word you use when you point at an object whose name, purpose or place you don't know yet. It's an honest placeholder: something is there, you just can't quite say what.
An AI assistant, the day it arrives in a company, is exactly that: a coso. It doesn't know your data, your permissions, your processes. Until it is configured on your systems, it stays generic — a coso, indeed.
Once we connect it to your databases, your documents and your SaaS tools, with the roles and views you already have, it stops being a coso and becomes your assistant. The name will change the day you give it one.
We bring the assistant, you bring the name.
Whatever you want to ask your data — coso answers.
Databases, SaaS tools, internal documents and any service with an API: coso picks the right source, retrieves the data and answers citing every reference. No guesswork, nothing invented.
WHERE client='ACME'
AND quarter='2026-Q2';
“Late-delivery penalties apply from the 15th day after the agreed delivery date, under article 4.2.”
coso understands, reasons, looks up the data it needs and answers always citing its sources.
No data migration. coso connects to the systems you already use — following your security and confidentiality policies — and reasons over your data in real time, moment by moment.
See the tools- ▤Understands the question
- ◇Picks the right tools
- ⚡Queries data and documents
- ◉Verifies every answer
- ↻Cites its sources, always
A stack built for real business data, not for demos.
coso turns your question into a safe, read-only SQL query. It works across SQL and non-SQL databases: Oracle, PostgreSQL, MySQL, SQL Server, IBM DB2/AS-400, Snowflake, Google BigQuery and many more.
Semantic search across PDF, DOCX, XLSX, specifications and technical notes. It finds by meaning, not by exact wording, and reports the reference.
coso generates bar, line, pie and radar charts on the retrieved data, ready to read and to share.
coso connects to Salesforce, HubSpot, business ERPs and knowledge bases such as Notion or Google Drive with granular permissions.
Every answer names its source: table, document, page or URL. When information is missing, coso says so.
coso adds regulations, market prices and public context when the answer calls for it. Never in place of your internal data.
Pick the right model for each task.
coso is LLM-agnostic: use Claude for complex reasoning, Gemini for speed and cost, or other models, including self-hosted ones. Switching is a configuration change, not a rebuild.
Break the data silos.
coso cross-references information across systems — databases, documents, CRM, knowledge bases — and returns it in plain language, in several languages too. You get complete answers no single tool could give you.
Stay in control. Always.
coso doesn't migrate your data: it indexes and queries the existing systems, respecting the permissions and views already in place. No risk and no headaches for IT.
Start with one use case. Then expand.
Begin with a single pain point — the one that today takes days of manual work. From there, add sources and topics at your organisation's pace.
Let's talk about your use caseFrequently asked questions.
Answers to the questions we hear most about data, technology and adoption. If you have others, let's discuss them on a call.
Data & security
Where is coso deployed?
AWS is our reference infrastructure, but coso can also run on the other hyperscalers (Azure, Google Cloud), on major Italian and European providers, on-premises in your own data centre, or as a hybrid setup that is partly cloud and partly on-premises. The choice depends on your data sovereignty, compliance and latency requirements — not on product limitations.
Does coso have access to our data?
coso reads from your systems only when it needs to answer a question, and always within the roles and permissions you have configured. It keeps no data outside your perimeter.
Which security certifications does coso have?
coso inherits every certification of the data centre hosting it: with AWS, essentially the entire catalogue (ISO 27001, SOC 1/2/3, ISO 27017/27018 and many more), with the option to keep data and inference inside the European Union. coso is designed to be GDPR-compliant: no copies of your data outside your perimeter, existing roles and permissions respected, and none of your information used to train models.
Is our data used to train models?
No. Your information is never used to train any model. With self-hosted models, the data never even leaves your infrastructure.
How it works
Which sources can it connect to?
SQL and NoSQL databases (Oracle, PostgreSQL, MySQL, SQL Server, FileMaker, IBM DB2/AS-400, Snowflake, BigQuery, MongoDB…); documents (PDF, DOCX, XLSX, images); SaaS tools such as Salesforce, HubSpot, Notion, ClickUp, Monday; ERPs such as SAP and Microsoft Business Central; cloud storage such as Google Drive and Dropbox, and any service or software that exposes an API.
How does it pick the right tool?
coso interprets the question, identifies the relevant sources and activates the tools it needs — Database Search, Similarity Search, Web Search, chart generation — cross-referencing the results when required.
Are we locked into one LLM?
No. coso is model-agnostic: Claude, Gemini, GPT, or open-source and open-weight models. Changing LLM is a configuration change, not a migration.
Adoption
How long does it take to go live?
A first use case is typically live within a few weeks. You start from one concrete pain point, validate it in the field, then widen sources and topics at your organisation's pace.
Do we need technical skills in-house?
To use it, no: you ask questions in plain language. To set it up, we work alongside your IT team on connections and permissions — without touching the source systems.
Less time searching. More time deciding.
Let's look together at how coso fits your data. A 30-minute call, on your real use cases.