Integrations
Automation only creates value when it connects cleanly to real systems. Aitomation integrates across the categories below — API-first where possible, engineered automation where APIs end, and governed everywhere.
Coverage
Named vendors matter less than the shape of the system. Each category below has an established integration pattern with controls to match.
Customer, order and finance systems of record. Typical work: record sync, enrichment, handoff automation and controlled write-backs with validation.
Lead routing, order-to-invoice handoffs, account data hygiene
Warehouses, databases, spreadsheets and reporting layers. Typical work: pipeline automation, consolidation, scheduled reporting and quality checks.
Report packs, reconciliations, cross-system dashboards
The channels where operational work arrives. Typical work: intake triage, classification, extraction and routed responses with review lanes.
Inbox triage, request intake, notification workflows
Vendor portals, government systems and legacy tools with no API. Typical work: engineered browser automation with monitoring and change detection.
Portal submissions, status checks, data downloads
Invoices, forms, contracts, scans and attachments. Typical work: intelligent document processing with validation rules and confidence routing.
Invoice capture, onboarding paperwork, claims documents
Language-model APIs and workflow tooling, deployed with scoped permissions, evaluation thresholds and audit trails around every AI-assisted step.
Classification, extraction, drafting with approval gates
Approach
The transport changes by system; the operating discipline does not.
When a stable interface exists, direct integration is the most reliable and maintainable option, so it is always the first choice.
Portals and legacy screens without APIs are covered with engineered browser automation, monitored for interface changes.
Unstructured inputs run through extraction and validation before any system is updated, with review lanes for low-confidence cases.
Scoped credentials, approval gates, exception queues and audit logs apply to every connection, whatever the transport.
Common questions
Integration work covers the main operational categories: CRM and ERP platforms, databases and BI tools, email and shared inboxes, vendor portals without APIs, document pipelines and AI model APIs. The approach is API-first, with engineered browser automation covering systems that expose no stable interface.
Custom and legacy systems are routine in enterprise automation work. If the system has an API, a database or a user interface, there is an integration path; the assessment stage confirms which path is reliable enough for production before anything is built.
No. Aitomation builds around the systems a team already runs. The point of integration and automation work is to remove the manual bridging between existing tools, not to force a platform migration.
Every connection uses the narrowest credentials that complete the workflow, stored in managed secret storage, with approval gates on consequential actions, exception queues for unclear cases and audit logs for every run.
Start with the workflow
Send one messy process, report or system handoff. We will help define the practical next step.
