Rules before AI
Approvals, invoice preparation and payroll calculations need explicit business rules. Use AI only where interpretation adds value.
Build · AI & Automation
An approval waiting in WhatsApp. An invoice retyped from an approved quotation. Attendance reconciled manually before payroll. We build automation around these operational hand-offs, so routine steps connect and exceptions reach the right person.
The problem we solve
AI and automation work is scoped around one workflow at a time — a document classification step, an invoice matching rule, a customer message routing sequence, or a scheduled report. The starting point is a repeatable process with clear inputs, defined rules, and a person who reviews the output before anything is sent or committed. Raaxo builds the automation, connects the integrations, and tests the failure paths. Business rules and approval points stay in human hands.
An example of how the work connects
Illustrative flow · Exact steps and approvals agreed during discovery.
What we can build together
Choose the work that solves the problem. Your proposal defines the deliverables, integrations and responsibilities included.
Approval workflows — route requests, identify the reviewer and record decisions
Invoicing automation — prepare invoices from approved records and track the next action
Attendance-to-payroll workflows — connect attendance, approved exceptions and payroll review
Follow-ups and notifications — agreed triggers for email or WhatsApp Business integrations
Exception handling — surface missing information or failed steps for a person to resolve
Operational visibility — logs and statuses showing what ran, what failed and what needs attention
Human review — explicit approval points before consequential actions
Integration scoping — check API access, provider charges and maintenance responsibilities
Who it’s for
Before you commit
The practical decisions belong in the open. Discuss these before settling the scope and quote.
Approvals, invoice preparation and payroll calculations need explicit business rules. Use AI only where interpretation adds value.
Define who checks exceptions before an invoice is issued, payroll is finalised or an external message is sent.
Agree logs, retries, duplicate prevention and a manual fallback. Review API access and provider costs before committing to an integration.
Deliverables and review stages. Data and account access. Ownership and third-party fees. Handover, training and post-launch support. Agree what is included and what is separate.
How we work together
You work with the people doing the work. Scope, reviews and handover are part of the conversation from the beginning.
Map the current process, the people involved and what needs to improve.
A clear scope and prioritiesReview the direction and key flows before committing to implementation.
An agreed directionReview work at each stage, resolve questions early and check it against the scope.
Work you can reviewPrepare the documentation and training your team needs. Agree the support arrangements.
A handover your team can useA good first workflow has repeatable inputs and clear rules: routing a purchase approval, preparing an invoice from an approved quotation, or checking attendance exceptions before payroll. We map the process and choose a bounded first release.
No. Business rules and integrations often solve the problem more reliably. AI may help interpret or summarise information, but calculation rules and approval responsibilities should remain explicit.
The approval points are agreed with you. We recommend keeping accounts or HR review before finalising invoices or payroll, with exceptions visible rather than silently accepted.
We first check the APIs, accounts and permissions available. Provider fees, message approvals and maintenance requirements form part of the scope. We do not promise an integration before reviewing those dependencies.
Agree logging, retry rules, duplicate prevention and a manual fallback during discovery. Your team needs to see what happened and know who should act next.
Let’s talk · AI & Automation
Bring the process, the problem or the idea. We’ll discuss what needs to change, what can stay, and the right first step.
No finished specification needed. Start with a conversation.