system integration
Connect tools, data and teams for clearer operations.
Tools that communicate. Operations that scale.
Makers helps businesses integrate systems, automate workflows and build operational layers so data no longer remains trapped in isolated tools.
discovery first
Every integration depends on available APIs, permissions, data quality, legacy systems and security rules.
makers · integration map
signs you need integration
When your team spends time moving information, your operations are already paying the price.
Business system integration is not about connecting tools for its own sake. It reduces manual copying, creates visibility and keeps processes moving when they currently break down between applications.
Duplicate data
The same information sits in your CRM, spreadsheets and channels, with no clear source of truth.
Manual copying between tools
Your team re-enters data, exports files and checks status manually.
A lack of visibility
Management and teams cannot see what is pending, blocked or complete.
Disconnected processes
A request progresses in one channel, stalls in another and loses context along the way.
Manual dashboards
Reports depend on repeated exports, copying and pasting, and validation.
Teams without a shared history
Sales, operations and support make decisions based on different versions of the truth.
what we integrate
Tools, channels and data connected through workflows your team can operate.
Technical decisions follow discovery: we assess documentation, API limits, authentication, data quality, permissions and operational risk.
Contacts, opportunities and the sales pipeline.
Conversations, triage, notifications and human handover.
Entities, events, audit trails and operational sources.
A controlled transition from critical spreadsheets to more robust workflows.
Connections assessed case by case, particularly for legacy systems.
External services with authentication, limits and clear contracts.
Operational indicators updated from reliable data.
AI-assisted routines with context, review and traceability.
from data to action
An operational workflow where information comes in, is processed and triggers the next step.
Makers designs integrations as part of the process: data comes in, is normalised and synchronised, then used to automate tasks, approve decisions and measure results.
integration runhuman approved
Input from forms, channels, your CRM or internal systems.
Fields, rules, formats and entities become consistent.
Systems receive updates with status and context.
Routines trigger tasks, notifications or next steps.
Sensitive actions undergo human review where needed.
Dashboards show workflow, delays, quality and volume.
how Makers works
We start with technical discovery before making any integration promises.
Technical discovery
An inventory of systems, access, documentation, limits, risks and operational objectives.
System map
Who sends and receives data, which fields matter and where the source of truth sits.
Workflow design
Rules, exceptions, status, owners, approvals and checkpoints.
Prototype
Validation of the interface, dashboard, routine or connector before full implementation.
Implementation
Modular development with logs, error handling, permissions and validation.
Monitoring
Monitoring failures, data quality, usage and changes to the workflow.
Makers Studio
Integration designed as operational software.
Studio turns disconnected processes into internal systems, dashboards, automations and connectors built for the way your business actually works.
Explore Studioaos
Operations with tasks, agents and approvals.
When integration needs operational coordination, AOS can organise tasks, agents, artefacts and human review.
Explore AOSfaq
Frequently asked questions about business system integration.
We do not assume that every tool can be integrated. We first assess APIs, permissions, exports, documentation, security rules, technical limits and data quality. Legacy systems may require alternatives or transition phases.
It depends on the situation. We can assess exports, databases, webhooks, structured files, assisted automation or gradual replacement of the workflow. We only make a recommendation after technical discovery.
We map access, sensitive data, roles, logs, tokens, environments and approval points. Integrations involving critical actions may require human review, restricted permissions and additional monitoring.
Yes, this is a common type of workflow: incoming sales enquiries, conversation history, pipeline updates, follow-up tasks and indicators. The specific solution depends on the tools you use and the permissions available.
Maintenance should be part of the working agreement: monitoring, failure handling, API changes, new business rules and dashboard improvements. Makers can support operations and ongoing development.
We do not confirm a cost or timeline without discovery. The effort depends on complexity, the number of systems, data maturity, security, testing, exceptions and the maintenance required.
next step
Do your systems need to communicate?
Tell us which tools you use, where manual copying happens and which decisions need better visibility. Makers starts with technical discovery and sets out a clear, feasible approach.