Grounded in your data
Neuralift performs a full training on your proprietary first-party data, with no sampling needed. The result is a model rooted directly in your customers' actions and preferences, not in heuristics.
Your frontier customer model.
Neuralift discovers the hidden structure in your first-party customer data, keeps track of what is changing, and ranks what your business should do next against the KPIs that matter.
The problem
Behaviors are not words.
Language models are trained on text. Point one at a table of transactions, attributes and events, and the results are unsurprisingly poor. It's like asking a novelist to audit your accounts: the wrong tool for the task.
Why LLMs fail on customer data
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Confident guesswork
Without grounding in your data, an LLM alone will produce fluent but untrustworthy outputs.
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Breaks at scale
LLMs struggle with the dimensionality of customer data, often 1,000+ columns.
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Too inconsistent
Ask an LLM the same question twice and you'll get two different answers.
“We tried out various LLMs on the MIT data warehouse and we got accuracy of zero. Not low—zero.”
The answer Neuralift is trained on your customers.
Our patented deep learning builds a model of your customers from your data and no one else's, custom-trained on the structure, behaviors and opportunity that only your customer data holds.
Discovery architecture protected by U.S. Patent No. 12,321,960
Built for wide data
Deep learning thrives on high-dimensional data. Thousands of columns of transactions, attributes and events are the raw material, not the obstacle.
Segmentation provides structure
The model organizes your customers into a defined set of segments, giving your teams and AI tools one shared map to reason from, not a fresh guess each time.
Use case centric
It all begins with a question.
Neuralift ties what its deep learning discovers to your business challenges, opportunities and KPIs. You bring the questions; we find the answers, first through your model's initial training and then on demand via MCP.
The operating loop
A maintained model, not a one-off analysis.
Your data warehouse
Your first-party customer data, where it already lives.
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Databricks -
Snowflake -
BigQuery -
AWS
Your tools and agents
Where Ranked Actions land for your teams to run.
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Anthropic -
OpenAI -
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Campaign activation
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Email -
Google -
Meta -
TikTok
Secure Share
MCP server
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Discover
Patented deep learning reveals hidden customer segments.
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Reason
Discoveries read against your target KPI.
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Read
Scheduled Readings report what changed and why.
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Act
Ranked Actions by expected KPI upside.
Customer and partner stories
In their words.
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This wasn't just about better segmentation and short-term growth. It was about creating a layer of customer intelligence and context across our brands that we can tap into whenever the business needs it, so we know what to do.
Holly DiCostanzo VP Marketing · Delaware North -
Case study Delaware North finds the customers legacy segmentation couldn't see 
Read the story -
Traditional segmentation assumes fans fit into the frameworks we create. Neuralift AI showed us fans don't behave in frameworks.
From customers to superfans · Boathouse -
I love that Neuralift AI can use any size and shape of data & KPIs that are helpful for the use case.
Jonathan Kowit VP Marketing · Audible (an Amazon Company) -
White paper · SAS From warehouse to winning 
Read the white paper -
Neuralift provides a significant competitive edge by knowing your customers better through deep learning and analytic reasoning. Instruct Neuralift AI, upload your customer data and in hours you have a roadmap of Segmentation, Insights, Personas and Strategic (and Tactical) Opportunities that will lift your KPIs.
Walter Rowland SVP, Enterprise Data Products · The Weather Company
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Neuralift has transformed our understanding of player behavior and preferences across every touchpoint. For the first time, we have clear, actionable insights into the precise levers that drive player engagement and maximize ROI.
Angie McNew VP of BI & Analytics · Delaware North -
Case studies Discover the growth hidden in your player data Get the case studies -
For brands the future is clear. Traditional segmentation told us what happened. AI segmentation discovery shows us who, where and how to lift our KPIs.
Sonia Chung Chief Strategy Officer · Boathouse -
True discovery isn’t about writing a slightly more complex SQL query or building a tighter demographic filter. It requires a shift in core computing mechanics… That’s where Neuralift comes in.
From warehouse to winning · SAS and Neuralift -
Player data is fragmented across multiple systems with no source of truth. That's the gap Neuralift and Pixel & Plume close together. Neuralift turns a casino's first-party data into a unified view of the player, and Alkemi, our proprietary platform, activates those insights across digital media, measuring the incremental revenue attributed to it.
Angel Suarez CEO & Founder · Pixel & Plume -
White paper · Boathouse From customers to superfans with AI-native segmentation discovery Read the white paper
Neuralift proudly runs on and works with
- Cloud and data
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Google Cloud -
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Databricks -
NVIDIA
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- AI and agents
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OpenAI - Anthropic
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MCP -
Snowflake CoCo
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- Activation and marketing
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Salesforce -
Adobe -
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Google Ads -
Meta -
TikTok
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Enterprise ready. Right now.
Advanced customer AI without building it yourself.
Connect the first-party data you already have, choose the use case that matters, and Neuralift handles the deep-learning infrastructure, the discovery, the reasoning and the ongoing Readings.
- No new customer data platform, and no replacement for your warehouse.
- No internal AI research team, and no multi-year transformation programme.
- Works against production customer data and the architecture you already run.
- One use case is enough to start. The model extends from there.
- Your model is yours alone. One client's data is never used to train another client's model.
- SOC 2 Type II audited and ISO 42001 certified, with current security documentation in the Trust Center.
Start here
Got a question for Neuralift?
Our team is always happy to talk through your customer data challenges and opportunities. We usually respond within a day, and we love helping teams see what their customer data can tell them.