Memory, Story& Legacy
A complete ecosystem of human story preservation — built on one AI engine
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"Every story deserves to be kept — individuals, families, communities, and organisations — before they are forgotten."
One engine.
Seven expressions.
Component 01
The Questionnaire
13 questions for Romantic Partners & Spouses. 10 for all others. Chip-select + free text. Designed so that anyone, regardless of writing ability, can give someone a beautifully written book in 8–12 minutes.
Component 02
The Chip Library
Pre-written answer options that resonate. Relationship-specific, age-specific, occasion-specific. "Their laugh — full and unself-conscious" feels like recognition, not a form field. Specificity is everything.
Component 03
The Master Prompt
6,000-word AI system instruction. Arc rules, Sacred Activity constraints, age-register logic, occasion-specific openings, word counts by age group. Assembled once, adapted for every product variant.
Component 04
Six Narrative Arcs
Opening → Foundation → Journey → Growth → Reflection → Closing. Every book follows this spine. Every product in the portfolio either uses it directly or borrows its structural logic.
Component 05
The Database Schema
PostgreSQL. users → characters → books → book_config → book_responses → book_q_options → story_pages → book_orders. Generation gate enforced. One schema accommodates all seven product variants.
Component 06
The Image Pipeline
AI writes one image prompt per page. Generation → CDN storage → webhook back to database. For Journeys™: client photos bypass generation entirely — placed exactly as submitted, never altered.
Seven ways to preserve
what matters most.
Treasured Journeys™
Travel & Life Memory
Client submits photos. AI shapes only the written story — images are never touched, enhanced, or generated. 1.5 hours of labour per project makes this financially viable.
Digital-first · Uganda + Diaspora
TLT Faith Series
Children's Values Books
Pre-written illustrated books in Christian and Islamic editions. African-context storytelling. 10 values themes. Sold through churches, mosques, and schools in institutional volume.
Volume · Schools & Institutions
TLT Legacy Edition
Life Memory & Memorial
Not a book about a relationship — a book about a life. Elder interviews, memorial tributes, diaspora heritage. Uganda's oral history, preserved before it is lost.
Premium · Family & Diaspora
TLT Corporate
Organisational Storytelling
Companies, NGOs, and schools have stories too. Founding journeys, team anniversaries, staff tributes. One mid-size corporate project equals 15 individual storybook orders.
B2B · Institutions & NGOs
TLT Foundation
Social Impact Storytelling
Teen mothers. Resilient women. Climate communities. The same AI engine directed at those whose stories are rarely told with care — connected directly to the existing foundation work in Namuwongo and Mityana.
Mission layer · Grants + NGO contracts
Built once.
Running everywhere.
Every product shares the same AI engine, schema, and pipeline. Each new product launch costs a fraction of the first — the infrastructure is already built.
AI Generation Engine
Core: 15 pages from one payload. Collective: 1 page per contributor. Journeys: prose from memory intake. Legacy: life-chapter narrative. Corporate: layered organisational arcs.
Master Prompt Architecture
Payload → system instruction → arc-based output. Identical structure across all products. Each variant modifies the instructions; the architecture never changes.
Database Schema
Same nine-table PostgreSQL schema for all products. book_type and product_type flags accommodate every variant without rebuilding.
Approval & Fulfilment
Every product that produces a physical book uses the same approval workflow and print partner integration. The pipeline is product-agnostic.
Three markets.
One brand.
Individual & Family
UGX 180k – 2.5M
Core · Collective · Journeys · Legacy
B2B / Institutional
UGX 2.5M – 20M+
Corporate · Faith Series · Foundation
Global Diaspora
$50 – $800 USD
Journeys™ · Legacy · Core Platform
Build in phases.
Not all at once.
1
Month 1–3 · Foundation2
Month 4–6 · Expand3
Month 7–12 · Deepen4
Year 2 · Mission