Integration software, internal tools, and customer portals that connect SCADA, ERP, CRM, and accounting — with dashboards operators actually open every day.
One source of truth → connect
Dashboards and portals with clear roles, audit trails, and approval gates — so SCADA, ERP, CRM, and accounting stop fighting each other in spreadsheets.
APIs · ETL · Dashboards · SCADA · Approvals · Logging
Discovery · architecture sketch
We trace where records are born, who touches them, and what breaks when systems disagree — before we write integration code.
Build · sandbox traffic
REST, webhooks, MQTT, or batch jobs with idempotency, retries, and observability your IT team can grep in logs.
Harden · security review
Operator UIs that surface exceptions, queue approvals, and never silently post bad data to finance or customers.
Operate · measurable ROI
Runbooks, monitoring, and phased rollout so the integration survives staff turnover and vendor upgrades.
4 phases · how we wire systems together
We map your sources of truth, then build bridges: REST and webhook APIs, scheduled ETL, operator dashboards, and approval queues. Every engagement ships with architecture notes, logging, traceable data flows, and handoff docs your IT team or auditor can follow — not another siloed spreadsheet.
Corporate IT and small operators hit the same wall: SCADA never reaches the office, accounting exports need manual cleanup, and CRM data diverges from the website. We build the middleware, dashboards, and portals that make systems agree — with logging, roles, and approval gates built in.
| REST / GraphQL APIs | Bidirectional sync with pagination, idempotency keys, and retry policies |
|---|---|
| Webhooks & events | Inbound triggers from Stripe, forms, SCADA, or vendor SaaS |
| File & batch | Scheduled CSV/JSON imports with validation and error quarantine |
| Industrial | MQTT, Modbus, OPC-UA, and historian exports to cloud or SQL |
| Legacy ODBC/SQL | Read-only adapters where the system of record cannot change yet |
| Auth | OAuth2, API keys, mTLS, and IP allowlists per integration sensitivity |
Dispatch boards, approval queues, admin panels, and role-based dashboards with audit logs.
Self-service status, documents, invoices, and support tickets backed by live APIs.
Tool schemas, rate limits, trace IDs, and approval holds before irreversible agent actions.
Field-level lineage: which system owns customers, jobs, dollars, and inventory.
Principle
Fix data flows before adding AI
Agents and automation amplify whatever data quality you already have. We inventory sources, remove duplicate entry points, then automate — so pilots do not become production incidents.
Workflow trace
Shadow the people who enter data twice; document systems and failure modes.
Thin vertical slice
Ship one integration end-to-end with monitoring and rollback plan.
Expand & harden
Add workflows, SLAs, and on-call runbooks as value is proven.
Tell us what you are building. We will reply with clear next steps and a realistic scope.
