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The Predictive AI Company

Predict anything.

The Foundation Model for Prediction.
No training. No pipelines.

Category

The prediction layer for large scale structured data.

Pretrained on billions of tabular datasets to understand the patterns in rows and columns. Send your data, get predictions back in seconds. No training. No pipelines. No infrastructure.

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PREDICTION
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www.neuralk.ai

Purchase probability

CUSTOMER
LAST_PURCHASE
ACTIVITY
PURCHASE_PROB.
ACTION
Martin Jones
3 days ago
High
Very high
(0.88)
Push notification
Maria Danes
2 weeks ago
Medium
Medium
(0.54)
Email offer
John Andrew
1 month ago
Low
Very low
(0.12)
Re-engagement
Jenna Lyke
1 month ago
High
Very high
(0.94)
Push notification
Mark John
2 months ago
Low
Very high
(0.03)
Re-engagement
Tyler Robinson
3 months ago
Medium
Medium
(0.37)
Email offer

Fraud detection

transaction_id
amount
country
fraud_prob
ACTION
TXN-4821
45
France
Very low
(0.02)
Approuve
TXN-4822
8,920
Nigeria
Very high
(0.94)
Block
TXN-4823
120.5
France
Very low
(0.05)
Approuve
TXN-4824
3,400
Romania
High
(0.78)
Manual Review
TXN-4825
15.99
Germany
Very low
(0 .01)
Approuve
TXN-4826
6,750
Brazil
Very high
(0.85)
Block

Predictive maintenance

machine_id
operating_hours
vibration_level
failure_prob.
ACTION
CNC-012
4,820
0.31
Very high
(0.87)
Replace part
CNC-007
1,200
0.12
Very low
(0.15)
Monitor
CNC-019
3,400
0.27
High
(0.72)
Schedule inspection
CNC-003
890
0.08
Very low
(0.05)
Monitor
CNC-021
5,100
0.45
Very high
(0.93)
Schedule inspection
CNC-015
2,600
0.18
Medium
(0.38)
Replace part
Product

One API call. Instant predictions.

Classification

Regression

Up to 50M rows

Mixed types

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API Call
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www.neuralk.ai
200 OK · application/json
latency
0ms
one api call

Advised by Mehdi Ghissassi, Google DeepMind and backed by

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French Tech 2030

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Microsoft for Startups

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Station F

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Inria

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Scaleway

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Nvidia Inception Program

Comparison

Neuralk vs. Competition

The Predictive AI Company

Purpose-built for enterprise-scale structured data. Unmatched accuracy and deployment speed.

Built for

Tables

Training

No

Infrastructure

Api call

Performance

Best

First prediction

Seconds

Why not XGBoost?

Great algorithm. Six months of pipeline work. Neuralk beats it on benchmarks with one API call.

Built for

Tables

Training

per dataset

Infrastructure

ml pipeline

Performance

strong

First prediction

months

Why not AutoML?

Still trains a model every time. Still needs infrastructure. Neuralk comes pretrained out of the box.

Built for

Tables

Training

per dataset

Infrastructure

Per dataset

Performance

strong

First prediction

Weeks

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Break your
performance ceiling.

Use Cases

If it has rows 
and columns, 
we can predict it.

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use cases
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neuralk-v2-tabular
0 rows predicted
prediction stream

Alpha Generation

Trading signals from structured data. Zero pipeline.

01

Fraud Detection

Flag transactions humans miss. In near real time.

02

Demand Forecasting

From historical patterns to tomorrow's plan.

03

Product Classification

Classify millions of SKUs from raw attributes.

04

Credit Scoring

Trading signals from structured data. Zero pipeline.

05

Predictive Maintenance

Sensor data in, failure predictions out.

06

Sales Forecasting

Revenue by store, by week, by region.

07

Customer Churn

Know who's leaving before they do.

08
benchmarks

Proof, not promises.

All benchmarks public and reproducible. No asterisks.

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Benchmarks
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Scale
01
50M+
Rows Handled
Built for the heaviest enterprise workloads.
speed
02
<1s
Time to Prediction
Rapid API for real-time decisioning.
Accuracy
03
98%
Win rate vs. Gradient Boosting
Tested on public benchmark
A silhouette of a person standing on a grassy edge looking at a glowing path cutting through a grid-like surface toward a bright rectangular portal in the sky.
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Predict

Revenue

View of a futuristic city skyline with tall buildings and dramatic clouds, seen through a large circular cave opening at sunset.
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curl -X POST <https://api.neuralk.com/v1/predict> \\

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Client CRM Dataset
78 Files · 17.3M Rows · 156 MB
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Customer Risk Profile
Encrypted
RTB Sream
Encrypted
Supply Chain Manifest
Encrypted
Built for production

Enterprise-grade from day one.

Secure by default

Any scale

Zero infrastructure

Your data is processed and never stored.
No training on your data.
Enterprise compliance documentation
available.

From prototype to production.
Datasets of 50M+ rows
Mixed types, numbers, text, categories.
One API, any volume.

No ML pipeline.
No model management.
No retraining when data drifts.
One API call replaces months of engineering.

Built for production

Enterprise-grade from day one.

Secure by default

Your data is processed and never stored.
No training on your data.
Enterprise compliance documentation available.

View of a futuristic city skyline with tall buildings and dramatic clouds, seen through a large circular cave opening at sunset.
PREDICTION
FRI.
18:
46:
23

curl -X POST <https://api.neuralk.com/v1/predict> \\

Any scale

From prototype to production.
Datasets of 50M+ rows
Mixed types, numbers, text, categories.
One API, any volume.

Silhouette of a person walking on a path through colorful flower fields towards a starry sky framed by tall dark structures and illuminated clouds.
PREDICTION
FRI.
18:
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23
Client CRM Dataset
78 Files · 17.3M Rows · 156 MB

Zero infrastructure

No ML pipeline.
No model management.
No retraining when data drifts.
One API call replaces months of engineering.

Person sitting on a lakeside path overlooking mountains and clouds reflecting skyscraper-like shapes in the water under a clear blue sky.
PREDICTION
FRI.
18:
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Customer Risk Profile
Encrypted
RTB Sream
Encrypted
Supply Chain Manifest
Encrypted
Testimonials

I see immense potential in Neuralk-AI's scientific team to empower enterprises in building AI solutions that seamlessly integrate and interact with structured databases.

Mehdi Ghissassi
Director, Google DeepMind

We are thrilled to collaborate with Neuralk-AI in developing next-generation AI solutions for our clients.

Vincent Luciani
CEO, Artefact

Neuralk's API could help us save our clients numerous hours of unnecessary manual data cleaning.

Nagi Letaifa
CTO, Mirakl
Help

Frequently asked questions

Yes. In the same way ChatGPT answers questions about topics it never trained on directly, your data is a variation of patterns the model has seen millions of times.

AutoML trains a new model every time. Neuralk is already trained. There is no additional training step required.

Yes. You can check the results on our public benchmark, or try it on your dataset via our API.

They can, but very poorly. They typically perform 2x worse than Tabular Foundation Models. They’re built for language, not rows and columns.

Our models ingest all the main tabular data models: CSV, JSON, database exports,… We are constantly developing connectors to new data sources such as Databricks or Snowflake. Reach out for requests.

Customer data is processed via API and not stored. Data exists only in memory for the duration of the inferencecall and is discarded immediately after. We retain only operational metadata (request IDs, timestamps, billing) required for service operation. API keys are hashed at rest. All traffic is encrypted in transit. Check our Security page for more information.

You can test our API for free using pre-loaded credits, no credit card required. Paid plans scale with usage. Enterprise pricing on request.

The only limit is the kind of data and volume you have. Structured data + prediction target = it works. The model understands structure, not industry.