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AI Integration & Automation

We connect AI to your CRM, ERP, databases, helpdesk and internal tools to automate repetitive workflows end to end — with logging, retries and error handling.

What it is

End-to-end automation of business workflows across the systems your team already runs on.

Best for

  • Sales and marketing ops

  • Customer support workflows

  • Data enrichment and sync

  • Approval and routing flows

  • Internal tool consolidation

Outputs

  • Workflow map across your systems

  • Connectors to CRM / ERP / helpdesk / DB

  • Automation orchestration layer

  • Logging, retries, error handling

  • Observability dashboards

What We Build

System connectors

Typed, permissioned integrations with CRM, ERP, databases, helpdesk and internal APIs.

Workflow automation

Event-driven and scheduled flows that run end to end, without manual copy-paste.

Reliable execution

Retries, error handling, dead-letter queues and idempotency — production-grade, not scripts.

Observability

Every automated run is logged, traceable and debuggable — no black boxes.

How It Works

  1. Step 01

    Discovery

    Map the workflow across your systems, identify manual steps and the value of automating them.

  2. Step 02

    Architecture

    Design connectors, orchestration, permission model and observability layer.

  3. Step 03

    Prototype

    Automate a slice end-to-end on real data, validate reliability and error paths.

  4. Step 04

    Production

    Roll out, monitor runs and errors, extend to adjacent workflows.

FAQ

How is this different from Zapier or n8n?

Low-code tools are fine for simple, low-volume flows. We build maintainable production systems with typed contracts, retries, observability and integration into critical business systems — the kind that survive real load and change.

Which systems can you integrate with?

Standard SaaS (Salesforce, HubSpot, Zendesk, Intercom, Slack, Jira, NetSuite, SAP, and similar), custom internal APIs, databases and message queues.

How do you handle failures?

Retries with backoff, dead-letter queues, idempotency, alerting and full run logs — so failures are visible, safe to retry and easy to debug.

Do you own the code or is it locked to your tools?

You own the code. Everything ships to your repo, your cloud, your infrastructure — no vendor lock-in.

Have a workflow this service could improve?

Book a technical call. We'll review your workflow, data, integrations and constraints, then recommend what is worth prototyping.