integration map
We define the solution, acceptance criteria and connection to the business result.
service
API integrations for services, data and business workflows
We connect CRM, ERP, WMS, BI, internal tools, databases and external services through reliable APIs and processing queues.
data loop production-ready
01 Task
02 Architecture
03 Development
04 Launch
05 Evolution
API integrations and statuses
Reports PDF, XLS, BI
AI validated on data
use case
When it makes sense
For cases where data already lives in different systems but the process depends on manual exports, file forwarding or fragile links.
REST APIwebhooksCRM/ERP/WMS/BIfile uploadstask queuesprocessing statusesAPI documentationerror monitoring
Solution scope
01 integration map
02 API contracts
03 error handling
04 exchange log
05 queues and retries
work
What the project includes
API contracts
We define the solution, acceptance criteria and connection to the business result.
error handling
We define the solution, acceptance criteria and connection to the business result.
exchange log
We define the solution, acceptance criteria and connection to the business result.
queues and retries
We define the solution, acceptance criteria and connection to the business result.
documentation and test scenarios
We define the solution, acceptance criteria and connection to the business result.
examples
Typical outcomes
CRM exchange
The result can be used in an interface, API, report, integration or operating procedure.
BI export
The result can be used in an interface, API, report, integration or operating procedure.
file intake
The result can be used in an interface, API, report, integration or operating procedure.
status service
The result can be used in an interface, API, report, integration or operating procedure.
internal system integration
The result can be used in an interface, API, report, integration or operating procedure.
process
How the project runs
Stages adapt to the task, but the logic remains the same: less uncertainty, more verifiable output.
- 01
Understand the task
We clarify the business goal, constraints, data, users, integrations, risks and success criteria.
- 02
Design the solution
We define the architecture, roles, interfaces, API, data model and first production-ready scope.
- 03
Build the working version
We launch the key workflow early enough to test value and collect feedback from real users.
- 04
Prepare for operation
We add access control, logs, monitoring, reports, documentation and clear error handling.
- 05
Integrate and launch
We connect the system to external tools, client infrastructure and day-to-day business workflows.
- 06
Support and improve
We fix, optimize and extend the system as the product and business process evolve.
start
What to send for an estimate
- list of systems
- available API documentation
- sample files
- exchange rules
- expected statuses and errors
technology
What may be used
RESTwebhooksFastAPIPostgreSQLqueuesDocker
FAQ
Questions about this direction
Can we start with an audit or short discovery phase?
Yes. For complex tasks it is often safer to start with a short discovery phase to clarify risks, data, integrations and first-version scope.
How quickly can we get the first working version?
The timeline depends on the task and available inputs. We isolate the main workflow so the first useful version appears before the full system.
Do you hand over source code and documentation?
Yes. Repository access, delivery format, credentials and documentation are agreed before development starts.
next step
Have a product idea, automation task or AI project?
Describe the task and add a link to sample data or the current workflow. We will assess the approach, risks, stages and first working version format.