AI ↔ Everything Else

We connect your AI agents to the systems you already pay for — CRMs, payment rails, internal tools, calendars, and databases — with retries, auth, and observability done right.

30+

Common platforms supported

100%

Idempotency by default

OAuth+

JWT, API keys, mTLS

99.

9 reliability

// What We Connect To

CRMs

HubSpot, Salesforce, Pipedrive, Close, Attio, custom databases.

Payment Systems

Stripe, Plaid, ACH rails, QuickBooks Payments, Square, custom processors.

Accounting / ERP

QuickBooks, Xero, NetSuite, Sage, FreshBooks, custom ERPs.

Calendars & Email

Google Workspace, Outlook 365, Calendly, custom mailbox watchers.

Ticketing & Support

Zendesk, Intercom, Freshdesk, Help Scout, custom inboxes.

Marketing & CMS

Mailchimp, Klaviyo, ActiveCampaign, Webflow, WordPress.

Comm / Collab

Slack, Microsoft Teams, Discord, SMS via Twilio, WhatsApp.

Internal Tools

Postgres, MySQL, MongoDB, Redis, REST/GraphQL APIs, gRPC services.

// What's Hard About AI Integration

And how we handle it

Retries

with exponential backoff

Rate limits, transient 5xx, network blips — no manual baby-sitting.

Idempotency

on every action

The same trigger never fires twice. Deduplication baked in.

Tracing

every agent decision

Structured logs + OpenTelemetry traces auditable end-to-end.

Cost

dashboards per workflow

Per-tenant, per-workflow, per-step token + dollar tracking.

// Common Patterns

Email → CRM

Inbound email parsed by AI, contact created/updated, deal moved to right stage, slack alert sent.

Form → Multi-System

Form submission triggers AI qualification, then writes to CRM + sends welcome email + creates task.

Webhook → AI → Action

Stripe webhook routes to AI agent that updates billing, sends invoice, creates ticket if anomaly.

Calendar → Agent

New meeting books triggers AI prep agent that researches the contact + drafts agenda.

// Frequently Asked Questions

Can you integrate with our custom internal API?

Yes — this is most of what we do. We build adapters that match whatever auth (OAuth, JWT, mTLS, API keys) and protocol (REST, GraphQL, gRPC, SOAP) your team uses.

How do you handle systems without APIs?

For legacy systems we use Claude's computer-use capabilities or build a thin scraper layer. Both options are wrapped in audit trails.

Will it survive when our SaaS vendor changes their API?

Yes. We isolate every external integration behind an internal contract layer so a vendor breaking change is fixed in one place, not 30. Plus we monitor every integration for drift.

Do you handle OAuth and multi-tenant token storage?

Yes — this is table stakes. Tokens encrypted at rest, refresh handled automatically, per-tenant isolation enforced at the data layer.

// Let's Automate the Work

Ready to Replace Manual
Work With AI?

We'll map your workflows, identify the highest-ROI agents, and ship a working pilot within weeks — not quarters.

Build Your AI System Today↗ Book a Strategy Call↗