Adaptive Engine
Modular Workflow Design
A modular "Coordination OS" designed to streamline workflows for creators and small businesses. It transforms raw ideas and media into structured, actionable assets using an AI-augmented pipeline. This allows for the seamless management of everything from initial content curation to final commerce and invoicing.Whether a content creator, gardner, engineer, or accountant, our workflow design allows users to eliminate the need for multiple duct-taped tools and apps. This not only removes inefficiencies, in other words,
it helps you do more of what you love to do.
Domain Modules
Cognition
Perception & intelligence: covers perception, AI layers, recognition (image, text, behavior, etc.)Curation
Data structure & flow: filtering, tagging, organizing, prioritizingCatalog
Storage: structuring, inventory, tagging, databasesContent
Creation tools: creation, generation, editing, publishingCommerce
Monetization & operations: transactions, listings, vendor tools, platform integrationsCare
Social/human functionality: human-centered services, scheduling, assistance, companionship and wellness layersCustomer
The central hub for customer center records, editing, and new entriesConstruction
Bill of Materials: Full repository for indent-level project builds.Community
Contribution-Based Sharing & Discovery: Users can optionally publish modules, templates, workflows, or asset packs to a shared library. No commenting, messaging, or profiles required.
Meta Layers
Control
Permissions, roles, environment settings, compliance, visibility for onboard teams or collaboratorsCommunication
Notifications, messaging, prompts, chat, alertsCoordination
Step-by-step deliverable workflows for: Client handoffs & Launch sequences via workflows, automations, triggers.Context
Adaptive behavior based on environment, time, user state, or intent.Comprehension
Reporting, feedback loops, analytics, summarizationContinuity
Unified memory layer — light, interoperable, optional.Capital
Surface and track different forms of capital. Helps define incentives, prioritization, and even pricing.
Tools + Stack
User Interface
HTML
The fundamental structure for all the web pages.JavaScript
The programming language that powers all the interactive features, from collapsible sidebars to handling file uploads and talking to the database.Tailwind CSS
A utility-first CSS framework used for all the styling—the colors, spacing, layout, and responsiveness, allowing rapid and consistent design.
Backend
Firebase
The core providing several key services:Firestore
A NoSQL database where all structured data is stored in real-time (e.g., asset details, quotes, job orders, customer info).Cloud Storage
Where all files are stored (e.g., uploaded images, audio, video, and PDF receipts).Firebase Hosting
Where we deploy the live web application for users to access.
Artificial Intelligence
Google's Gemini API
The AI model used to perform tasks like analyzing images and generating descriptive text.
Active Use Cases
SPIRAL
Processes storage unit photos to identify item value, density, and narrative behaviorYouTube Automation
Auto-generates tags, descriptions, titles, and channel-aligned tonePublishing Workflow
From intake to backend copywriting — metadata → structure → SEO narrative
Strategic Design
Modular across domains: resale, publishing, consulting, forensic auditTuned for unstructured, high-noise inputs and symbolic tagging logicPrioritizes usable AI under edge-case constraints, not just lab conditions
Proprietary system. Available for collaboration or licensing inquiries upon request.