Ask AI
Ask in plain English. Names in your question are swapped for tokens before the prompt leaves.
A Digital Agent from Specia
Your data, read by AI.
Your names, never.
Lens turns any database into a live, AI-designed dashboard. Every personal detail is masked before a model sees it. You still read the real thing.
Who built it
Specia builds the next-gen digital workforce.
We have reached the age of the Digital Agent. Specia designs autonomous AI systems that join your team and do real work: they read, reason, and act, inside the rules you set.
Lens is one of those Digital Agents. Its job is your data. It reads your database, builds the dashboard, and answers questions about it, all without ever handling a real name.
Visit specia.ai- 0Real names sent to the AI
- 1Click from any figure to the records behind it
- ~2 minFrom a raw database to a full dashboard
The problem
Every database is full of names.
Clients, patients, staff, suppliers. The rows that hold your best insight also hold the details you can never hand to an outside AI. So most teams pick one: useful AI, or private data.
Lens removes that choice.
How it works
Four moves. One promise.
The model reads a masked copy. You read the real thing.
01
It asks before it touches anything
Lens profiles every table and column, then asks you what the data is. Is this column personal? It never guesses quietly.
clients.client_namePersonal: mask it
02
It masks, then proves it
Names, emails, IDs and phone numbers become consistent tokens, so Margaret Okafor is always Client-652. Then Lens scans the masked copy for leaks before any model is allowed near it.
Margaret Okafor→Client-652
03
The AI designs the whole dashboard, blind
Working only on the masked copy, the model picks the figures, charts and sections that matter for your data. Every number is computed by the database, not invented by the model.
04
You see the real names
On your screen, tokens turn back into real names. Click any figure and the exact records behind it open. Click a name and the whole page follows.
Client-652→Margaret Okafor
What you get
A data analyst that never sleeps and never peeks.
Data briefing
A written summary of what the data is, what stands out, and what to check before you trust it.
Records on every figure
Every number and chart opens to the rows it was computed from. No black boxes.
Click to focus
Click a person, company or bar and the whole dashboard filters to it.
Any time window
7 days, 30, 90, a year. Every figure compares itself with the period before.
Report export
One click to a clean PDF report, ready for the board pack.
Built for trust
Privacy is the architecture, not a setting.
Lens reads your source read-only, keeps the real-to-token key on your machine, and checks its own work every time. A local model reviews the masking, so the unmasked data never leaves the building.
- Read-only: nothing is ever written back to your database
- The model only ever sees the masked copy
- Every masking run is scanned for leaks
- Works with SQLite, CSV, PostgreSQL and SQL Server
- No CDN, no trackers: every script runs from your server
See it in 60 seconds