AI is only useful when it can access your data and take action in your systems. The challenge isn't the AI itself. It's connecting it securely to the tools your team already uses, with the right permissions, proper authentication, and reliable data flows.
We specialize in the integration layer that makes AI actually work in enterprise environments. That means dealing with OAuth, API rate limits, webhook reliability, data transformation, and all the unglamorous plumbing that separates a demo from a production system.
Platforms We Work With
Microsoft 365
Google Workspace
Salesforce
HubSpot
Slack
Teams
Notion
Airtable
QuickBooks
NetSuite
Zendesk
Custom APIs
Integration Patterns
Intelligent Email Processing
AI that reads incoming email, extracts key information, categorizes messages, drafts responses, and routes to the right people.
CRM Enrichment
Automatic data entry, lead scoring, activity logging, and relationship insights pulled from email and calendar.
Document Workflows
AI that processes documents from SharePoint, Google Drive, or Dropbox and routes extracted data to downstream systems.
Chat & Collaboration
AI assistants in Slack or Teams that answer questions, create tasks, schedule meetings, and search across your tools.
Data Sync & Transformation
Keep systems in sync with intelligent mapping, conflict resolution, and data quality enforcement.
Reporting & Alerts
AI that queries multiple systems, generates consolidated reports, and surfaces anomalies proactively.
What Makes Integration Hard
If you've tried to connect AI to your systems before, you know integration is harder than it looks:
- Authentication complexity — OAuth flows, token refresh, service accounts, delegated permissions
- API limitations — Rate limits, pagination, eventual consistency, incomplete documentation
- Data quality — Inconsistent formats, missing fields, duplicate records, stale information
- Security requirements — Least-privilege access, audit logging, data residency, compliance
- Reliability — Handling failures gracefully, retries, monitoring, alerting
We've solved these problems across dozens of implementations. We know where the APIs break, what the documentation doesn't tell you, and how to build integrations that actually stay running.
Our Integration Approach
- Minimal Permissions — We request only the access needed. No admin accounts where read-only works.
- Incremental Rollout — Start with one workflow, prove it works, then expand.
- Error Handling — Every integration has monitoring, alerting, and graceful degradation.
- Documentation — You get complete technical documentation and runbooks.
- No Vendor Lock-in — We build on standard protocols. If you want to take it in-house later, you can.
Microsoft 365 Deep Expertise
We have particular depth in the Microsoft ecosystem: Graph API, Azure AD, SharePoint, Teams, Outlook, and the entire M365 stack. This includes:
- Azure AD app registration with proper consent flows
- Microsoft Graph API for mail, calendar, files, users, and groups
- SharePoint Online automation and custom solutions
- Teams bots and messaging extensions
- Power Platform integration where it makes sense
Investment
Integration projects typically range from $10,000 for single-system connections to $50,000+ for complex multi-system orchestration. We scope based on the number of systems, data volume, security requirements, and ongoing support needs.
Need to connect your systems?
Tell us what you're trying to integrate and we'll map out the path forward.
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