Building the intelligence foundation that transforms how products are understood, discovered, and experienced across digital ecosystems.
Built by Scientists | Scaled by Engineers | Powered by AI
Talk to us NOWNatFirst is a technology and research-driven organization that combines advanced AI systems, applied research, and deep domain & regulatory expertise, to address one of the most complex challenges of the digital era: structuring and making sense of vast, unstandardized information at scale.
Enabling platforms, brands, and consumers to move from fragmented data to meaningful, decision-ready intelligence.
No precedent. No existing playbook. No system that could interpret this level of complexity at scale.
NatFirst approached this challenge from first principles, bringing structure to fragmented data, consistency to unstandardized systems, and intelligence to one of the most demanding product ecosystems globally.
designed to interpret, structure, and validate real-world
product data at scale.
From fragmented pack images and inconsistent inputs to structured, decision-ready intelligence, PiE transforms complexity into clarity through a tightly integrated system of AI, domain science, and real-world validation.
It understands ingredients, applies regulatory frameworks across markets, generates meaningful attributes, and ensures every output is traceable, verifiable, and continuously updated.
Built on a living product corpus and powered by real-world consumer signals, PiE is a continuously compounding intelligence capability.
Products structured and analyzed
Attributes per product, built for real-world complexity
Real-world consumer interactions continuously improving intelli-
Users contributing real-world validation signals
Accuracy powered by AI, domain science & regulatory frameworks
Intelligent attributes enabling advanced discovery & decisions
This leads to poor discovery for retailers, wrong decisions for consumers, compliance and positioning risks for brands
designed to integrate structured, high-quality product intelligence directly into business workflows and systems.
Enabling Retailers and Brands to structure, validate, and operationalize product data across catalogs, platforms, and decision environments.
IntelliServAI performs reliably across dynamic catalogs, changing products, and real-world retail environments.
Every attribute is traceable and evidence-linked, ensuring reliability across discovery, compliance, and decision-making.
Fast extraction and continuous refresh keep product intelligence aligned with changing packs and evolving catalogs.
Extensive catalog coverage with deep attribute intelligence that goes beyond standard product data feeds.
IntelliServAI performs reliably across dynamic catalogs, changing products, and real-world retail environments.
You need a continuously evolving intelligence, ready to integrate into your systems.
Most enterprise teams begin with internal pipelines powered by GenAI, manual workflows, and domain expertise
But what starts as a pipeline quickly becomes a long-term operational burden requiring continuous validation, taxonomy management, regulatory alignment, and cross-market adaptability.
Accelerate product launches, ensure claims consistency, and maintain control across every retail channel with structured, reliable product intelligence.
With every scan, search, and interaction, TruthIn transforms everyday product interactions into real-world intelligence, creating a continuous feedback loop that strengthens and evolves our Our Product intelligence Engine
TruthIn simplifies complex product information into clear, actionable insights, helping users understand what they consume and make more informed decisions in seconds.
users engaging with product intelligence
scans and product interactions driving real-time insights
monthly active users contributing to live intelligence loops
of product-level signals continuously improving the system