The marks

Six models. One job each.

Every tinyAI Labs model is small enough to run on a CPU, narrow enough to explain, and deterministic enough to sign off. Use them as they come, or train your own on about 200 examples.

MANA
mana · mind · the reader

Reads contracts, statements, registers and forms, works out what each one is, and pulls the fields you need into typed JSON. Every value comes with a confidence score and the line it came from.

MANA reading a contract and extracting typed fields
NETRA
netra · vision · the eye

IDs, scans, stamps, signatures, seals and inspection images. NETRA finds each region, labels it, checks scan quality and liveness, and tells you how sure it is.

NETRA detecting face, signature, seal and MRZ on an ID
TAL
tal · watch · the watchman

Always on. Scores every transaction, covenant date and AML signal the same way at 3am as at noon, and attaches the rule and the reason to every flag.

TAL watching a transaction stream and flagging a structuring pattern
KAAL
kaal · time · the decider

Scores and decides with pinned, versioned weights. Replay any decision from any date and get the identical result, with the rule trace and attribution that produced it.

KAAL evaluating a loan case against rules and returning a traced decision
PINAK
pinak · the bow · the archer

Matches what must match: owners against registers, names against sanctions lists, payments against invoices. Fuzzy where the data is messy, exact where the regulator is.

PINAK matching a customer record against a sanctions list
DEV
dev · builder · the builder

Train your own model on about 200 labelled examples, on a CPU, in under an hour. It ships with its model card and risk register, and you own the weights.

DEV training a custom model from labelled examples
How a mark is made

From your examples to production in an afternoon.

01

Bring ~200 examples

Your own documents and labels. No synthetic data, no GPU farm.

02

Train on a CPU

Under an hour from zero to a tested model, inside your environment.

03

Get the paperwork

Model card, risk register and conformity docs generated with the model.

04

Deploy anywhere

On-prem, private cloud or air-gapped. Built for EU AI Act, GDPR and DORA scrutiny.

Pick a mark

Test any model on your own documents.

We run it inside your environment against your current approach. You keep the results and the model.

tinyAI Labs builds tiny, deterministic models for regulated industries. Same input, same answer, every time.

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