FLINT wrote about why generic chatbots are not enough for food product, R&D and regulatory teams, and what Retrieval-Augmented Generation changes.

Flint is an AI-native decision platform for functional food SMEs. We help teams decide what product to build, for whom, and what they can responsibly say on pack, in hours instead of weeks. For each new concept, Flint walks brands from fuzzy idea to clear population, benefit, and risk profile, maps that to viable claim tiers for specific jurisdictions, and generates ingredient and dose strategies aligned with evidence and regulation. The output is an auditable evidence and claims dossier per SKU that founders, formulators, and regulators can all live with. Under the hood, Flint connects scientific evidence, regulatory status (EFSA/FDA, authorised and non‑authorised claims, implied‑claim pitfalls), and real‑world market positioning in one AI-native workflow. Every recommendation is traceable back to its sources, so teams and advisers can verify and challenge the reasoning instead of trusting a black box. Flint replaces fragmented research, one‑off consultants, and undocumented decisions with a reusable decision layer for functional products. If you’re building gut, immunity, energy, cognition, or metabolic SKUs and want to de‑risk your next launch, let’s connect.