- It added up spend from three files closed on different dates
- It does not know whether “new customer” includes someone who bought in the physical store
- “Review the campaigns” is what you were going to do without asking
Precisian Data Lake
Data your AI can trust
Reach your entire operation inside .
Managed data platform for e-commerce, retail and lead generation operations: we connect your sources, apply your business's semantic layer and deliver everything through the API and through MCP.
claudeOperations that turned data into decisions.
RETAIL · COMMERCE
BEAUTY · COMMERCE
PHARMA · OMNICHANNEL
LUXURY · COMMERCE
TECH · REGIONAL INTELLIGENCE
LUXURY · COMMERCEThe same AI.
Two answers.
On one side it reads loose spreadsheets and every platform speaking for itself. On the other, a single lake with your business rules written down. The question is exactly the same.
Meta Awareness went from 22% to 39% of the budget. Retargeting is still at R$ 78.
→ It is not a better AI. It is the same AI, with your business translated for it.
Connecting is the beginning.Translating is what changes the decision.
Have your whole business organized in a Brain that is ready to be queried.
The path of the data,
from question to answer.
The sources feed the lake on their own, all the time, without anyone asking. When someone asks a question, the semantic layer turns that question into a metric, pulls only what it needs from the lake and returns the answer with the calculation on display. Follow the path below.
You connect.
The rest comes ready.
Authorizing the sources is the only part that depends on your team. Precisian loads the history, reconciles the keys, applies the semantic layer and hands back the API and MCP ready for day-to-day use.
Only step 01 depends on you.
Authorize access. That is it.
Log in to the account you already have and click authorize. Precisian never receives, stores or asks for your password.
Google Ads
Spend, campaigns and conversions
Aurora Ads · 883-421-9077Switch accountMeta Ads
Spend and results from Facebook and Instagram
Aurora Cosméticos · act_1099384Switch accountGoogle Analytics
Sessions, traffic source and conversions
Aurora Cosméticos · 312445901Switch accountVTEX
Orders, products, inventory and customers
auroracosmeticos.myvtex.comSwitch accountERP
Billing, cost, cancellations and invoices
aurora-prd · ledgerSwitch accountCRM
Contact, journey and consent
Aurora CosméticosSwitch account- no pipeline to maintain
- no dedicated data engineer
- no tool migration
- no months-long project
What has been built
on top of the lake.
With the MCP open, clients are not stuck with our interface: they build their own. These three systems were developed by the clients' own teams and query the lake through the same MCP.

An agent that talks to the operation itself.
The client built their own assistant, with the business context and rules embedded. On every question, the agent queries MCP and gets the data already reconciled and defined. The answer comes out with the whole operation behind it.

Each team builds the panel it needs.
A drag and drop dashboard platform, built by the client. The team drags the blocks, assembles its own view and generates a report. Every number on screen comes from the lake through MCP, with the same definition behind it.

The insight arrives before anyone asks.
An automatic daily summary, with budget and target against the expected pace, performance by campaign and a list of what needs attention: budget that stopped running, cost per lead off target, creative wearing out.
Bring a question that today depends on three teams.
Get in touch ↗Your data has an owner, an address
and a history.
- Isolated environment per clientno shared database
- End-to-end encryptionin transit and at rest
- Least privilege access, with MFAby role, revocable at any time
- Every query loggedauditable down to the data that supported the answer
- Backups with tested restoresthe routine does not stay on paper
- ISO/IEC 27001 data centerswith DDoS protection at the network level
- AI under explicit policyuse for training is never an assumption
- Planned exityou take the whole lake if you decide to leave
Architecture, sub-processors, retention policy and the split of responsibilities are in the full technical sheet, sent on request.
The ISO/IEC 27001 certification is of the infrastructure where the platform runs, not of the Precisian product.
Which question is worth connecting first?
Tell us the decision your team keeps postponing because the numbers do not add up. The first conversation is there to map sources, risks and the first useful cross-reference.