Session 4 • Practicum

Knowledge Architecture

Agent Training Protocol: 100-Node Domain Graph for Scipia (Yaupon Botanical)

Prepared by: Elise (Eli)

Risk Analysis: "What We Don't Know"

1. Supply Chain Scalability

Can wild-foraging and regenerative farming in the Delta scale rapidly enough to meet high-volume DTC demand in LA without degrading quality?

2. RTD Shelf Stability (Phase 2)

The exact microbiological threshold at which unpasteurized Yaupon ferments. Capital requirements for cold-chain logistics or pasteurization margin degradation are currently unmapped.

3. Consumer Education Friction

The exact CAC required to educate a coffee-addicted consumer on Yaupon. We lack data on the number of touchpoints required to convert a matcha/coffee drinker into a Scipia subscriber.

4. Regulatory & Claims Risk

The strict FDA boundaries around marketing as a "Nootropic." Verification needed that claims regarding L-Theanine remain structure/function and not disease-prevention.

100-Triple Domain Graph

ID	Subject (Entity)	Predicate (Edge)	Object (Entity/Value)
001	Scipia	contains	Yaupon
002	Yaupon	contains	Caffeine
003	Yaupon	contains	Theobromine
004	Yaupon	lacks	Tannins
005	Tannins	cause	Bitterness
006	Tannins	cause	Acid_Reflux
007	Yaupon	grows_in	Mississippi
008	Yaupon	native_to	North_America
009	Yaupon	species_name	Ilex_Vomitoria
010	Yaupon	provides	Sustained_Energy
011	Caffeine	provides	Energy
012	Theobromine	provides	Mood_Stability
013	Yaupon	harvested_in	Wild
014	Yaupon	requires	Roasting
015	Roasting	develops	Flavor
016	Yaupon	brewed_as	Tea
017	Yaupon	used_by	Indigenous_Peoples
018	British	suppressed	Yaupon
019	Yaupon	is	Regenerative
020	Yaupon	requires	Zero_Pesticides
021	Scipia	founded_by	Oliver_Luckett
022	Scipia	founded_by	Scott_Guinn
023	Scipia	based_in	Clarksdale
024	Clarksdale	located_in	Mississippi
025	Scipia	positions_as	Native_Nootropic
026	Scipia	targets	LA_Market
027	Scipia	targets	California_Sober
028	Scipia	targets	Gen_Z
029	Scipia	targets	Millennials
030	Scipia	alternative_to	Coffee
031	Coffee	causes	Jitters
032	Coffee	causes	Crash
033	Scipia	avoids	Jitters
034	Scipia	avoids	Crash
035	Scipia	uses	Signature_Tin
036	Signature_Tin	preserves	Efficacy
037	Signature_Tin	is	Dry_Format
038	Scipia	promotes	Morning_Ritual
039	Scipia	promotes	Evening_Mixer
040	Evening_Mixer	is	Zero_Proof
041	Phase_1	is	Dry_Format
042	Dry_Format	uses	Tins
043	Tins	require	Co_packing
044	Tins	have	Long_Shelf_Life
045	Phase_2	is	RTD
046	RTD	means	Ready_To_Drink
047	RTD	requires	Cans
048	RTD	requires	Liquid_Formulation
049	RTD	requires	Pasteurization
050	RTD	has	Short_Shelf_Life
051	Unpasteurized_RTD	causes	Fermentation
052	Fermentation	ruins	Product
053	RTD	requires	Cold_Chain
054	Cold_Chain	increases	Costs
055	Dry_Format	reduces	Costs
056	Dry_Format	reduces	Risk
057	Scipia	sources_from	Regenerative_Farms
058	Regenerative_Farms	support	Delta
059	Delta	means	Mississippi_Delta
060	Mississippi_Delta	is	Cradle_Of_Culture
061	Guayusa	is	Competitor
062	Yerba_Mate	is	Competitor
063	Matcha	is	Competitor
064	Coffee	is	Competitor
065	Scipia	smoother_than	Yerba_Mate
066	Scipia	local_unlike	Guayusa
067	Scipia	local_unlike	Matcha
068	Yerba_Mate	native_to	South_America
069	Matcha	native_to	Asia
070	Coffee	native_to	Africa
071	Scipia	reduces	Carbon_Footprint
072	Carbon_Footprint	important_to	Gen_Z
073	Scipia	sold_via	DTC
074	Scipia	sold_via	Farmers_Markets
075	Scipia	sold_in	Gift_Shops
076	Gift_Shops	provide	Low_Volume
077	DTC	provides	High_Margin
078	Wholesale	provides	High_Volume
079	Wholesale	lowers	Margin
080	Scipia	needs	Focused_Roadmap
081	Yaupon	contains	L_Theanine
082	L_Theanine	promotes	Calm
083	Scipia	contains	Polyphenols
084	Polyphenols	are	Antioxidants
085	Antioxidants	support	Vitality
086	Scipia	has	Neutral_pH
087	Neutral_pH	protects	Stomach
088	Coffee	has	Acidic_pH
089	Acidic_pH	harms	Stomach
090	Theobromine	is	Vasodilator
091	Vasodilator	improves	Blood_Flow
092	Blood_Flow	improves	Cognition
093	Nootropic	enhances	Cognition
094	Scipia	is	Nootropic
095	Caffeine	is	Stimulant
096	Theobromine	is	Stimulant
097	Synergy	creates	Smooth_Energy
098	Smooth_Energy	improves	Focus
099	Focus	increases	Productivity
100	Scipia	optimizes	Daily_Baseline