Innovation Algebra

Resources

Latest thinking from Innovation Algebra on encoded expertise, autonomous agents, and knowledge-powered business systems.

SaaS / Autonomous Agents

Headless SaaS and Knowledge-Powered Autonomy

Why the future of business will be built on encoded expertise, autonomous agents, and API-native platforms.

Read

Knowledge Workers / AI Reasoning

Unscrapable

How tacit knowledge, living memory, and traceable reasoning become an advantage that cannot be flattened.

Read

Knowledge / Business

Revenue-Moving Knowledge

Only a rare slice of expertise truly moves the revenue needle. The mission is to engineer it and put it to work.

Read

Terminology

Associative Memory

A system that records, relates, and enables retrieval of every important fact, decision, exception, and outcome in context and connected to everything it touches.

Relational Mapping

The process of building a living network, not a static list, of how data points, decisions, rules, and knowledge connect across the organization.

Kernels

Modular units of logic, expertise, or procedure. Each kernel encodes a specific piece of knowledge, rule, or pattern that can be assembled with others to build workflows or reasoning systems.

Tacit Knowledge

Turning hard-to-document experience, judgment, or intuition from your people into operational, actionable form so expertise is not lost when roles change.

Modular Logic

Breaking down complex decision rules into small, manageable, and transparent parts that can be reused, updated, and connected as needed.

Composable Reasoning

The ability to assemble, remix, and adapt logic modules or knowledge blocks to fit changing needs without starting from scratch.

Neurosymbolic Recursive AI

A hybrid AI model that combines pattern recognition, like machine learning or neural networks, with rule-based reasoning, or symbolic logic. Recursive means it can reference and update its own learning and logic as new information comes in, supporting continuous adaptation.

QL Tools (Query Logic Tools)

A library of small, modular software tools or mini-apps that handle everything from data analysis to reporting, each accessible via API and composable into larger workflows.

Expert Model (EM)

A digital representation of organizational expertise: agents or logic modules built to replicate and extend specialized knowledge, workflow, and decision-making logic.