What we do
Data & Integration
Connect the systems your business depends on, and turn scattered operational data into information teams can work from.
The problem
Where organizations get stuck
Data is re-keyed between tools, reports disagree, and assembling "the numbers" takes days. Every new integration is a project of its own, and AI efforts stall on data quality that no one owns.
The outcome
Reliable flows of data across applications and processes, and one dependable version of the numbers — data people trust and AI can actually use.
How Ayeim approaches it
A deliberate path, not a big-bang programme
- Map how data moves today and where it breaks.
- Build integration as a layer, not point-to-point wiring that compounds.
- Establish ownership, quality checks and lineage.
- Expose clean, documented data for analytics and AI.
What's included
Where Ayeim helps
System and API integration across the estate
Event-driven data exchange and interoperability
Data pipelines and ELT
Data warehouse and lakehouse modeling
Operational and executive dashboards
Data quality, lineage and governance
AI-ready data foundations
Healthcare and industry standards (FHIR, HL7, X12) where relevant
Technology
What we build with
Technology supports the outcome. We choose it to fit your estate and your team, not the other way round.
- REST and GraphQL
- Webhooks and message queues
- iPaaS and integration engines
- PostgreSQL, BigQuery, Snowflake
- dbt and Airflow
- FHIR R4, HL7 v2
Proof
Case studies: data & integration in practice
Ending the 6-Hour-a-Week Data Shuffle
A four-location aesthetics and med-spa group was running charting, billing, accounting, injectable inventory and SMS reminders on separate tools. We removed the underlying problem — no single source of truth — and cut 6–8 hours of manual data movement a week.
- Healthcare Technology
- Data & Integration
- OpenEMR Services
Turning Clinical Data Into Actionable Care Workflows
The information clinicians and managers needed was already in the EMR, but spread across screens. Ayeim built a dedicated microservice that processes patient activity, messages, schedules, severity and RAF-related information into two prioritized dashboards — one for clinicians, one for managers.
- Healthcare Technology
- Data & Integration
- Product Engineering
From Remote Paper Surveys to Connected Field Operations
An NGO was running structured surveys in remote areas with no reliable internet, on paper — collected by hand, entered or scanned later at the head office. Ayeim built an offline-first hybrid tablet application that lets field staff complete assigned surveys with no connection, with surveys and assignments syncing down and responses syncing up to the central system once the internet is available.
- Digital Transformation
- Product Engineering
- Data & Integration
Frequently asked questions
Either. We can run a full engagement or take a defined scope inside your existing team and roadmap.
With a short assessment — the Sense stage of how we work — to understand the business, systems, data and the highest-value opportunity.
Yes. Integration is core to how Ayeim works — APIs, events and standards such as FHIR and HL7 where relevant.
Next step
Talk to Ayeim about data & integration
Tell us where complexity is slowing you down. We will help you work out what should change, what should stay, and where technology creates real value.