Capture
Bring scattered invoices, receipts and business records into a more organised starting point.
TO&BY AI · IN DEVELOPMENT
Accounting intelligence.
Built around
real work.
We are exploring practical AI-assisted tools that can help organise accounting information, reduce repetitive work and support clearer professional review.
AssistReduce routine work
ReviewKeep people in control
UnderstandMake information clearer
TO&BY / AI WORKSPACECONCEPT
WORKFLOW PREVIEW
From business records
to review-ready information.
01CaptureInvoices · receipts · records
02OrganiseExtract · classify · structure
03ReviewChecks · prompts · exceptions
HUMAN REVIEWProfessional judgment stays essential.
Product directionThis page presents our development vision. The AI tools described are not yet publicly available.
WHY TO&BY AI
Less repetitive work.
More time for judgment.
AI is most useful when it supports the accountant—not when it hides the reasoning. Our direction begins with the real work behind bookkeeping, review and business reporting.
Organise
Support classification, matching and record preparation while keeping the source information visible.
Review
Highlight unusual items, missing information and areas that may require professional attention.
Understand
Turn financial information into clearer explanations for accountants, owners and operational teams.
PRACTICAL USE CASES
Where we see
AI helping.
These are intended areas of development, not released product features. Each concept will require testing, professional oversight and careful handling of business data.
Document assistance
Help read common business documents and prepare key details for review.
INTENDED DIRECTIONTransaction suggestions
Suggest possible classifications using the available document and business context.
INTENDED DIRECTIONReconciliation support
Help compare records and bring unmatched or incomplete items to attention.
INTENDED DIRECTIONReview prompts
Surface unusual patterns and potential exceptions for an accountant to investigate.
INTENDED DIRECTIONReporting assistance
Support the preparation and explanation of management information and reports.
INTENDED DIRECTIONKnowledge guidance
Make accounting concepts and workflow guidance easier to access and understand.
INTENDED DIRECTIONTHE HUMAN-IN-THE-LOOP MODEL
AI assists.
People decide.
Accounting decisions depend on context, evidence and professional responsibility. Our direction keeps review and approval with the user at every important stage.
See the full ecosystemBUSINESS INPUT
Documents & records
Source information enters the workflow.
AI ASSISTANCE
Structure & suggestions
The system helps prepare information.
HUMAN CONTROL
Review & approval
A responsible person checks the evidence.
BUSINESS ACTION
Report & decision
Approved information supports the next step.
DEVELOPMENT PRINCIPLES
Responsible by design.
Practical by purpose.
Accounting first
Technology should follow sound accounting logic and real operational needs.
Human control
Important outputs should remain reviewable, correctable and subject to approval.
Clear reasoning
Users should be able to understand the source and basis of a suggestion.
Data care
Privacy, security and appropriate access must be considered throughout development.
OUR DEVELOPMENT PATH
Built carefully,
step by step.
We are taking a measured approach: understand real accounting work first, validate the concept, then progress only when the experience is useful and responsible.
- 01CURRENT FOCUS
Research & workflow mapping
Identify repetitive work, user needs and the points where professional judgment matters most.
- 02NEXT
Concept development
Turn suitable use cases into focused, testable accounting-assistance concepts.
- 03PLANNED
Controlled testing
Evaluate usefulness, clarity and limitations with structured review.
- 04FUTURE
Responsible release
Introduce only the capabilities that meet the required practical and quality standards.
FOLLOW THE JOURNEY
Interested in the future of practical accounting?
Speak with the To&By team about the AI vision, suggest a real accounting challenge or ask to receive future development updates.
Contact us on WhatsApp info@toandby.com