Data Engineering
Pipelines, transformations and quality checks that turn operational data into something analytics and AI can use.
Services · Data & Integration
Connect the systems before you automate them.
Most AI projects stall on integration, not on models. We design and build the pipelines, recipes and interfaces that let platforms share data reliably, with monitoring your team can read.
Where it sits
Data & Integration in the Enterprise AI stack
Data and integration is the layer between your platforms and anything intelligent. It decides what an agent can see and what it is allowed to change.
- Operate & ScaleManaged Services · Flexible Talent · Capability Pods · Dedicated Teams
- AI & AutomationEnterprise AI · Agentic AI · Machine Learning · Intelligent Automation
- Data & IntegrationData Engineering · Enterprise Integration · Interoperability · Data Architecture
- Enterprise PlatformsERP · HCM · CRM · EHR · MES
- Cloud & CybersecurityCloud Engineering · Cybersecurity · Identity & Access · AI Governance
Capabilities
What we deliver.
Enterprise Integration
Workato recipes, n8n workflows and API integrations with error handling, retries and alerting built in from the first sprint.
Interoperability
Healthcare and industrial standards such as X12 270/271 and FHIR, mapped carefully between systems that were never designed to talk.
Data Architecture
Models, ownership and retention rules for the data your integrations and agents depend on.
Platforms
Platforms and standards we work with.
Each tag shows our evidence level: tested in a proof of concept, designed for, or team delivery experience.
Integration
- WorkatoTested
- n8nTeam experience
- AWSTeam experience
Standards
- X12 270/271Tested
- FHIRTeam experience
How this connects to AI
Agents call integrations, not databases. Each validated agent on this site runs through an integration layer that logs the call, limits the scope and can be switched off.
Related
Agents and industries that use this domain.
Validated POC
AI Agent
Eligibility Verification
- Problem
- Staff log in to payer portals one patient at a time.
- How it works
- Checks insurance eligibility and benefits for upcoming appointments and flags gaps to front-desk staff before the patient arrives.
- Industry fit
- Healthcare · Revenue cycle
- Microsoft Copilot Studio
- Optum eligibility API
- X12 270/271
Validated POC
AI Agent
AP Vendor Email Assistant
- Problem
- AP staff read every vendor email.
- How it works
- Reads vendor emails about invoices and payments, looks up the status in finance systems and drafts a reply for an AP specialist to send.
- Industry fit
- Cross-industry · Accounts payable
- Workato
- SAP S/4HANA
- SAP Ariba
- SAP BTP
Delivery models
How we can deliver it.
Capability pod
A senior lead plus a small execution team that owns a capability and reports against agreed measures.
Project delivery
Fixed-scope projects such as an integration, a platform extension or an agent pilot.
Managed service
Monitoring, incidents, upgrades and small changes for platforms, integrations and agents.
FAQ
Data & Integration: common questions.
Are you a Workato partner?
Yes. TalentXM is a Workato Silver Partner, and we also build on n8n and native cloud services where they fit better.
How do you handle integration failures?
Every integration we ship has retries, alerting and a clear owner. Failures are visible to your team, not buried in logs.
Can you take over integrations another partner built?
Yes. We start with a review of what exists, document it and agree what to keep, fix or rebuild.
Discuss Your AI Priority
Talk to us about data & integration.
Tell us about the workflow and the systems involved. A named person will reply.