Client context
Firm memory and client context.
Memory orientation: treats accumulated client and firm context as central.
Founder project
MemwaMind
Tax and accounting work depends on context: what happened last year, what changed this month, what the client already sent, what still needs review, and which source supports a conclusion.
MemwaMind is an evidence-backed workspace for tax and accounting firms, designed to help professionals organize client knowledge, review documents, and prepare source-grounded work.
Workflow model
Context map showing client context, documents, review, and draft work.
Problem
Professional work depends on context.
Tax and accounting work depends on context: what happened last year, what changed this month, what the client already sent, what still needs review, and which source supports a conclusion.
Much of that context is scattered across documents, email, portals, spreadsheets, practice tools, and individual memory.
Generic AI tools can generate text, but professional firms also need evidence, human review, permission boundaries, and careful language around what has or has not been done.
Product thesis
A workspace, not a chatbot.
The best professional AI product for accounting is not a chatbot; it is a workspace that remembers context, keeps evidence close, and helps people prepare reviewable work.
Principle
Evidence orientation: designed around source-backed work and review.
Principle
Memory orientation: treats accumulated client and firm context as central.
Principle
Professional workflow: emphasizes drafts, review, and human judgment rather than unbounded automation.
Workflow model
Source-linked review showing a document, notes, linked evidence, and draft.
Work patterns
What the direction is organized around.
Source-linked document review
Source-backed document work.
Evidence orientation: designed around source-backed work and review.
Engagement organization
Client workspace and engagement organization.
Organizing client documents and requests.
Drafts for review
Reviewable work objects such as drafts, tasks, packets, and notes.
Keep professional judgment in the loop.
Status visibility
Work queues and status visibility.
Track what is waiting, ready, blocked, or under review.
Professional judgment
Professional decision-making depends on attention, language, evidence, uncertainty, and review.
Knowledge systems are most useful when they help people see where a claim came from and what still needs judgment.
Workflow model
Review process showing a document moving through review, notes, and draft work.
Cognitive science connection
Why I am building it.
Memory is not just storage; it is the ability to preserve context, retrieve what matters, and update beliefs when new evidence appears.
Professional decision-making depends on attention, language, evidence, uncertainty, and review.
Knowledge systems are most useful when they help people see where a claim came from and what still needs judgment.
MemwaMind is currently being built and is presented here as a founder-led direction, not a product launch.
Contact Jonathan