Delectable AI Investor Dataroom

Product, data science, and go-to-market evidence for the AI shopping agent.

Prepared for FirstMile
Updated: Feb 23, 2026
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Showcase the moat: real catalog intelligence, agentic orchestration, and measurable outcomes.

This room centralizes the demos, documentation, and diligence artifacts needed to underwrite Delectable AI. Use the interactive app suite to explore the end-to-end experience, then dive into the technical documents for data science, AI/ML models, and the agentic system design.

Interactive Demos

Search, product, cart, and architecture walkthroughs.

12+ Tech Docs

Agentic system, models, standards, and data pipeline.

Investor Artifacts

Due diligence Q&A + FirstMile evaluation checklist.

Prepared 2026-02-23

Artifacts reflect current codebase and demos.

Nielsen Partnership

Prepared for the Nielsen corp dev and investment team. Strategic synergies, data enrichment, and the $100B retail media opportunity.

Start Here

Strategic Overview

The partnership thesis: macro + micro intelligence, synergy vectors, competitive moat, and growth opportunities.

Open strategic overview
Data Intelligence

4D Data Synergies

Multi-dimensional product enrichment: food intelligence, user dimensions, behavioral signals, and market context.

Open data synergies
$100B Opportunity

Retail Media Opportunity

$100B RMN market, NIQ Activate integration, closed-loop attribution, and proven ROI evidence.

Open retail media
Full Portal

Nielsen Investor Portal

Complete data room with platform deep dives, architecture, customer evidence, and live demos.

Open Nielsen portal

Interactive App Suite

Rebranded demo environments that show the shopper experience and AI surfaces.

Experience Hub

Contextual AI Shopping Hub

High-level launchpad that links to search, category, PDP, cart, and agent architecture demos.

Open hub
Search

AI Search Experience

Contextual search with live agent help, recipe reasoning, and personalized outcomes.

Open search demo
Category

Smart Category Browse

Curated aisles with trend analysis, contextual bundles, and tailored promotions.

Open category demo
Product + Cart

Product & Cart Intelligence

Enhanced product detail AI plus cart optimization and savings logic.

Open product demo

Competitive Differentiation & Defensibility

How Delectable positions against LLM providers entering grocery — and why their entry validates our thesis.

Moat

Competitive Moat & Defensibility

Why LLM providers entering grocery is our tailwind. Seven defensible moats, investor-specific value for Nielsen and First Mile, and the data flywheel.

Open moat analysis
Strategy

LLM Integration Strategy

Deep technical analysis of how OpenAI, Google, Amazon, and Microsoft approach grocery — and Delectable's role as the enterprise integration layer.

Open strategy document

Investor Artifacts

Required diligence materials requested by FirstMile.

Due Diligence

Due Diligence Q&A

Structured answers covering integrations, evaluation, data/IP, roadmap, and demo maturity.

Open Q&A
Evaluation

FirstMile Evaluation Checklist

Full diligence checklist to track completion across product, data/IP, security, and GTM.

Open checklist

Platform & Technology

Interactive overview of the Delectable AI platform — agentic intelligence, food science, ranking pipeline, and commerce activation.

Platform

Platform Overview

The full platform narrative — 6 defensible pillars, 10-stage ranking pipeline, knowledge graphs, virtual pantry, multi-channel architecture, and investor value thesis.

Open interactive overview
Agentic

Grocery Agent Architecture

14 orchestrated tools, playbook orchestration, and agentic reasoning loop — the Brain layer.

Open technical doc
Trust

Confidence & Annotation

"Annotate, Don't Filter" — confidence-based dietary annotations that respect real shopping behavior.

Open technical doc
Food Science

Food Intelligence & Enrichment

70K+ SKUs enriched with 11 dietary flags, Nutri-Score, NOVA, health tiers — 100% coverage.

Open technical doc
Commerce

Recipe-to-Cart Pipeline

4-layer deterministic pipeline: ingredient parsing, category search, size-aware quantities, pantry subtraction.

Open technical doc
Multi-Channel

Multi-Channel Architecture

One API across web, Shopify, kiosk, mobile, voice, and associate tablet — channel-agnostic by design.

Open technical doc
Optimization

Health-Aware Ranking & Optimization

Nutrient-weighted scoring, propensity integration, semantic bridge, and BQML models.

Open technical doc
Standards

Ontology & Data Standards

Schema.org, GS1/GDSN, RDF, OWL — standards-based extraction and entity alignment.

Open technical doc

Additional Expert Recommendations

Suggested artifacts to strengthen diligence coverage and differentiation.

  • Security overview with data flow diagram, encryption controls, incident response, and SOC 2 status.
  • Data provenance inventory covering licensing, exclusivity, and derivative rights.
  • Pricing + unit economics sheet with services vs. SaaS margin split.
  • 3-year pro forma model with upside/downside scenarios.
  • Cap table snapshot, SAFE/notes details, and option pool assumptions.
  • GTM pipeline worksheet (top 10 accounts, stage, next step, close probability).