Rules
Governed core
Defines identity, authority, behavior, voice, workflows, guardrails, and when a human must step in.
Deep research / Governed knowledge
SimplWiki
A deep-research building block for the intelligence layer.
Each SimplWiki investigates one defined subject and turns supported evidence into a focused truth layer. A Business Brain may rely on one SimplWiki, or forty. Together, they help the larger system understand the organization without asking one document to know everything.
Subject-specific
Source-grounded
Contradiction-aware
Quality-gated
First, the bigger idea
The intelligence layer is larger than any single tool.
A Business Brain is the governed layer that helps AI understand what an organization knows, how it communicates, how its work moves, and where human authority begins.
It brings approved knowledge together with voice, decision rules, workflows, guardrails, memory, and escalation logic. That shared intelligence can then support different people and channels without forcing the organization to reteach itself every time the work moves.
A chatbot answers. A Business Brain coordinates.
SimplWiki strengthens what the Brain can know. It is not the whole Brain.
Where SimplWiki fits
One governed core. Many truth layers. Coordinated work.
SimplWiki is the research and factual layer in a broader system. The core governs. The Wikis establish supported truth. The intelligence layer connects context. The work surfaces put that intelligence to use.
Truth
SimplWiki portfolio
Supplies focused, source-grounded knowledge across every subject the organization needs to understand.
Context
Intelligence layer
Brings knowledge, judgment, memory, and operating context together as one Business Brain.
Action
Work surfaces
Uses that shared intelligence across assistant, content, social, email, voice, training, and managed workflows.
SimplWiki does not try to run the company. It gives the larger intelligence system a disciplined, evidence-bearing understanding of the subjects that matter.
Why many SimplWikis
An organization is not one subject.
Complex organizations contain different knowledge domains, audiences, authorities, and rates of change. Focused SimplWikis let each domain be researched, cited, maintained, and challenged on its own terms.
1 to 40+
A deployment can use a single focused SimplWiki or a portfolio of dozens inside one intelligence layer.
Organization
Identity, history, leadership, structure, relationships, and current operating reality.
People
Roles, expertise, decision authority, public profiles, and supported biographical facts.
Offers
Products, services, audiences, proof, positioning, limitations, and common questions.
Operations
Policies, workflows, programs, service routes, governance, and escalation context.
Places
Locations, schools, communities, facilities, demographics, and local context.
Markets
Competitors, partners, regulations, reputation, category dynamics, and change signals.
The research discipline
Thorough research is not the same as collecting more links.
The system is designed to discover broadly while remaining strict about what the evidence can actually support. Facts, inference, contradictions, volatility, and missing knowledge do not get flattened into one confident paragraph.
01
Define
Set a precise subject boundary and adapt the inquiry to the organization, audience, and risk.
02
Discover
Search across approved materials, authoritative records, datasets, and public evidence.
03
Verify
Keep claims connected to their sources and separate evidence from assumption.
04
Reconcile
Preserve contradictions, changing facts, unknowns, and questions that still need proof.
05
Release
Deliver a cited truth layer only after the artifact clears its quality controls.
Built for governed agents
Research supplies truth. The core controls behavior.
An agent should not be controlled by whatever document it retrieved most recently. SimplWiki contributes factual authority inside a governed document system that also defines voice, boundaries, source precedence, workflows, approvals, and human escalation.
Source-aware
Important statements remain traceable to the evidence that supports them.
Gap-conscious
Unknown is preserved as useful information, not treated as permission to invent.
Context-adaptive
A school system, public agency, private practice, and business require different inquiry plans.
Contradiction-ready
Conflicting sources stay visible until authority, timing, and subject match can resolve them.
Quality-gated
A build can stop when its evidence or final artifact is not ready to join the larger system.
What SimplWiki makes possible
A stronger foundation for every system that comes next.
Consistent answers
Agents can work from the same supported facts instead of improvising their own version of the organization.
Safer communication
Claims, limitations, conflicts, and open questions remain visible when content or outreach is created.
Durable memory
Focused truth layers can be updated without rebuilding the organization’s entire knowledge system.
Coordinated execution
Different work surfaces can share context while remaining inside their own rules and approval boundaries.
The research is one layer
Explore what happens when the layers work together.
SimplWiki helps establish what the system can know. The intelligence layer determines how that knowledge becomes useful, governed, human-aware work.