Where teams get stuck.
AI stalls when it cannot reach the systems where work happens. Teams end up with a smart interface on top of disconnected data, stale context, and manual handoffs.
ArqAI Platform
Enterprise Integration
Connect AI into CRM, ERP, ITSM, data platforms, cloud stacks, knowledge bases, and operating tools without forcing rip-and-replace.
Overview
What this service is.
Enterprise Integration wires agentic workflows into the systems where work already happens. AI retrieves the right context, updates the right records, and respects the permissions your business already runs on — with no rip-and-replace.
5-12Core systems mapped
1Permission model
FullExecution trail
What changes with ArqAI.
We wire agentic workflows into your existing stack so AI can retrieve the right context, update the right systems, and respect the permissions already governing your business.
Built for production
We wire agentic workflows into your existing stack so AI can retrieve the right context, update the right systems, and respect the permissions already governing your business.
Capabilities
What the engagement delivers.
Bespoke engineering around your data, systems, and controls — not a generic model wrapper.
System & data mapping
We map identity, data, business systems, and knowledge sources the workflow depends on.
Connector engineering
We build and harden the connectors that read from and write to your stack.
Permission inheritance
Agent actions inherit the access boundaries your security team already trusts.
Knowledge & retrieval wiring
We connect knowledge bases and content so retrieval stays current and grounded.
Observability & audit
Every read, recommendation, and write is logged for audit and troubleshooting.
What you get
Concrete deliverables.
Artifacts your business, technology, and risk owners can use — built for production, not the shelf.
- System and data dependency mapping
- Connector design and implementation
- Identity, authorization, and secrets handling
- Knowledge-base and retrieval integration
- Event, queue, API, and workflow orchestration
- Observability and audit instrumentation
Use cases
Where it earns its place.
Live-data copilots
Ground AI in real-time system data, not stale exports.
Cross-system automation
Remove swivel-chair handoffs across multiple tools.
Governed write-back
Let agents update systems within strict permissions.
Integrations
Wired into the stack you already run.
We wire agentic workflows into your existing stack so AI can retrieve the right context, update the right systems, and respect the permissions already governing your business.
CRM (Salesforce)ERP (SAP, Oracle)ITSM (ServiceNow)Data platforms (Snowflake, Databricks)Identity (Okta, Entra)Knowledge bases
Fit signals
When this service fits.
- The AI experience needs live enterprise data
- Manual swivel-chair work spans multiple tools
- Security needs clear permission and audit boundaries
- Existing SaaS, ERP, CRM, or ITSM systems must stay in place
More of the platform
Explore the rest of the service line.
Keep your stack. Make the workflow smarter.
We will map the systems that matter, define the access boundary, and connect AI where work actually happens.