Automation and Integrations
Turn processes that run on email into clear, automated steps
We map how work really flows through your team, remove the steps that do not add value, and automate the rest so nothing waits in an inbox.
The problem
The problem this solves
Many important processes in a growing company live in email threads and spreadsheets: approving expenses, onboarding staff, handling purchase requests, processing client applications, closing the month. They work while the team is small and everyone sits together. As the company grows, they break.
Requests wait in someone's inbox while they are on leave. Nobody knows which step a case is at. The same information is typed into three places. Deadlines are missed because reminders live in one person's head. Managers find out about problems when a client complains.
Business process automation gives each process a clear home. Every request enters one way. Each step has an owner, a deadline and the information it needs. Routine steps, such as creating records, sending notifications or generating documents, happen automatically. Approvals are one click, with reminders and escalation when they stall. Managers see the status of everything at a glance.
We always simplify before we automate. Automating a messy process only makes the mess faster. Mapping the current process usually reveals steps nobody needs, approvals that can be removed and information collected twice.
AI can handle the steps that need reading or judgment, such as sorting incoming requests or pulling data from attachments. See AI workflows. Our payroll case study shows a monthly process turned from days of manual work into a review.
Depending on scale, we build on no-code platforms, workflow tools or custom software, and we explain the trade-offs in running cost and flexibility before you choose. Whatever the platform, you own the configuration and the documentation.
What you get
What you get
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Process map
The current and target process documented, with owners and timings.
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Single intake
One form or channel for every request, collecting the right information up front.
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Automated steps
Records created, documents generated and notifications sent without manual work.
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Approvals
One-click approvals with reminders, delegation and escalation.
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Deadlines and SLAs
Due dates tracked, with alerts before anything is late.
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Status visibility
A dashboard showing where every case stands and where work is stuck.
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System connections
Links to email, accounting, HR, CRM and document storage.
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Audit trail
Who did what and when, for every case.
How we build it
How we build it
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1
Map the current process
We interview the people involved and trace real cases end to end.
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2
Simplify
We remove unneeded steps and agree the target process with you.
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3
Design
Forms, steps, rules and notifications designed and reviewed.
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4
Build
The workflow built on the right platform, with integrations and tests.
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5
Roll out
Team trained, old process retired, and results measured.
AI and people
Where AI helps, where people decide
AI makes the repetitive parts faster. The decisions that shape your product stay with experienced people.
Where AI speeds things up
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Turning interview notes into a draft process map.
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Finding duplicated steps and data in the current process.
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Generating forms, rules and notification templates.
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Sorting incoming requests and reading attachments.
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Drafting training notes for each role.
Where people decide
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What the process should achieve and who owns it.
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Which steps can be removed.
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Which approvals must stay with a person.
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Escalation rules and deadlines.
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When the new process replaces the old one.
Is this right for you?
When this is the right choice
A good fit when
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A repeated process runs on email, chat and spreadsheets.
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Requests get lost or stuck and nobody knows the status.
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The same information is typed into several systems.
Consider something else when
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The process happens a few times a year. A checklist may be enough.
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The process itself is still being worked out. Settle it first.
Timeline and cost
What affects the timeline and cost
Automating a single process usually takes a few weeks, including mapping and rollout. Larger programs covering several departments are delivered one process at a time, starting with the most painful.
We do not publish fixed prices because scope drives cost. How we estimate.
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Process complexity
More steps, branches and exceptions add design and testing.
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Systems involved
Each integration adds build and test time.
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Platform choice
No-code tools are quicker to start; custom software is more flexible.
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People and roles
More roles and permissions add configuration.
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AI steps
Reading and sorting steps add model setup and review.
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Historical data
Importing open cases from the old process takes planning.
Keep exploring
Related services, solutions and reading
Related services
View all related services- Automation and Integrations CRM, payment and API integrations, MCP connections and workflows that stop people copying data by hand.
- Internal tools Custom software for your own team: trackers, approval flows and back-office systems that replace spreadsheets.
- SaaS Product Development MVPs, subscription platforms, admin panels and multi-tenant products, planned to grow past the first launch.
- AI workflows Step-by-step automations where AI handles the reading, sorting and drafting inside a process you control.
- Web applications Custom browser-based software for the work your team does every day, from booking tools to operations systems.
- Dashboards and reporting Dashboards that pull numbers from the systems you already use and show what matters without a spreadsheet.
Solutions
View all solutions- Approval workflows Requests, approvals and reminders in one place, with clear owners and deadlines instead of long email threads.
- Onboarding automation Every new hire gets the right accounts, documents, training and check-ins on time, tracked in one place.
- Compliance tracking Track filing deadlines, licenses and obligations in one place, with reminders and AI summaries of relevant rule changes.
- Payroll automation Turn pay rules, attendance and leave into tested software so the monthly run becomes a review and payslips go out in one batch.
- AI automation and integrations Connect the tools you already use so data moves once, correctly, and AI reads the parts that arrive as text or documents.
- Automated quoting Draft accurate quotes and proposals from a request, your price rules and past work, for a person to approve.
Industries
View all industries- Construction and facilities Job tracking, maintenance requests, inspections, quotes and proof-of-work photos for builders and facility teams.
- Professional services Client portals, proposal drafting, knowledge assistants and internal tools for consultancies, agencies and firms.
- Manufacturing Quality inspection, production dashboards, quoting tools, knowledge assistants and legacy system modernization for manufacturers.
- Property management Tenant portals, maintenance tracking, owner statements and inbox automation for property managers.
- Tax and compliance services Client portals, document checklists, case queues and deadline tracking for tax preparers and compliance firms.
Case studies
View all case studies- Payroll system for an IT services company Payroll is calculated from recorded inputs, reviewed once and sent as payslips in a single batch, with every change logged.
- Facility management platform Every request, inspection and cost for every building now lives in one place, with a clear owner and status.
- Tax filing service platform Clients upload documents and see where their case stands, and staff work from one queue with deadlines and reminders.
- Vacation rental operations system One calendar per property, cleaning tasks created from bookings, and owner statements built from the same records.
Guides and articles
View all guides and articles- How to measure the ROI of AI automation Measure the return on AI automation with a baseline, the right metrics and honest accounting of costs.
- AI automation vs traditional automation How rule-based automation and AI automation differ, where each fits and how to combine them.
- How to automate payroll Turn a manual monthly payroll into a reviewed, tested process with accurate payslips and a full audit trail.
- No-code vs custom development Where no-code tools shine, where they hit limits, and when custom software pays off.
MCP servers
View all mcp servers- Automation Servers that connect AI to automation platforms and analytics, so it can trigger workflows and read results.
- Productivity Servers for notes, tasks, projects, calendars, spreadsheets and design tools used across the business.
- Home Assistant Home Assistant's built-in MCP server lets AI read the state of exposed devices and control them, such as lights, climate and covers.
- Make Make's official MCP server turns your Make scenarios into tools AI can run, and on paid plans lets it view and modify scenarios and connections.
- n8n n8n's official instance-level MCP server lets AI search, run, build, update and publish workflows and look up nodes and credentials.
- Zapier Zapier's official MCP server lets AI discover, enable and run actions across thousands of connected apps, with separate read and write tools.
Glossary terms
View all glossary terms- Business process automation Business process automation uses software to run a multi-step business process, such as approvals or onboarding, from start to finish with less manual work.
- Workflow automation Workflow automation uses software to move work through a series of steps, such as routing, approvals and notifications, based on rules and events.
- Automation Automation is using software to perform a task or process with little or no human effort each time it runs.
- CRM A CRM, or customer relationship management system, stores contacts, companies, deals and interactions so a team can manage its customer relationships in one place.
- No-code No-code tools let people build apps, websites and automations with visual editors instead of writing code.
- API integration An API integration connects two or more systems through their APIs so data and actions flow between them automatically.
From the blog
View all from the blog- Seven business problems we would automate first The seven everyday business problems we would automate first with rules and AI, why each pays off quickly and what to watch out for before starting each one.
- What we learned building a payroll system with AI assistance Lessons from building a payroll system with AI assistance: writing rules down first, testing every rule, keeping a review step and why email delivery was hard.
FAQ
Questions about business process automation
Have a question that is not here? Ask us directly.
The ones that happen often, follow clear rules and cause visible delays or errors, such as approvals, onboarding or invoice handling. See workflow approvals and employee onboarding.
Yes, when they fit the volume and complexity. For complex logic, sensitive data or high volume, custom software is often cheaper to run and easier to control.
We measure time per case, number of manual steps and delays before and after. Our guide on measuring automation ROI explains the method.
In our experience it mostly removes copy-paste work and chasing, so people spend time on the parts that need judgment and relationships.