Catalogue
intelligence.

Supercharge your sales with machine learning research. Toffee structures your catalogue data, then builds optimization agents on top of it.

01
Stylist conversation
Your AI stylist understands occasion, vibe, and fit.
Message Toffee Stylist…
02
Brand-aware retrieval
Toffee
Toffee
Toffee surfaces products with the brand context your request needs.
AURÉLIE
Boutique
Resort luxe
NOMAD
Resort
Bohemian
VERDE
atelier
Minimal
LUNA
EDIT
Editorial
Brand-coherent · Catalog context
The problem

AI is reshaping the customer journey.
Retailers can’t automate it.

01

AI is disrupting the customer journey.

Yet most retailers have no data or orchestration layer to automate it end-to-end.

02

POCs dump everything into an LLM and hope.

That's why agentic applications fail. Structure has to come first.

03

Unstructured catalogues keep every workflow manual.

SKUs, content, and customer feedback live in systems agents can't read, query, or act on.

How we work

Structure, then optimize.

Phase 01

Internal analysis

Together with you, Toffee maps your data infrastructure and tech stack.

Phase 02

Data structuring

Data structuring

You tell us where the data lives. We build the integrations and structure it on the Toffee platform.

Phase 03

Optimizations

Optimizations

With the infrastructure set, we build agents on top of your Toffee-powered company brain.

Phase 04

Feedback loop

Feedback loop

The Toffee Engine uses customer feedback to restructure your data and agents autonomously.

Use cases

Once you structure,
the world is open.

Control the narrative of your brand by managing the content customers see when they interact with your products.

Semantic search that still returns the results customers want. Purchase guides for events and applications.

Content generated from trends and human feedback. Quick message, you approve, then it’s live.

SKUs updated from trends, scrapable information, and marketplace requirements — text, image, video. Toffee executes, you approve.

See what others in your space are doing in your product segment, and update your offering on those insights.

Define what you want built on top of your infrastructure. Toffee runs it, for agentic and human-led processes alike.

The team

Backed by research.

Our team consists of database and machine learning researchers. With deep domain knowledge, we build highly tailored applications for your use cases.

MITTechnical University of MunichUniversity of CambridgeUniversity of PennsylvaniaThe Wharton School

Your catalogue is an asset.
Start compounding it.

Toffee structures your data and builds the agents on top. Quietly, for a handful of partners, right now.