CRM & ERP Integrations
Salesforce, HubSpot, Zoho, SAP, NetSuite, custom internal systems — we connect them with AI in the middle, so data flows where it should, decisions happen automatically, and your team stops doing copy-paste work between tabs.
Concrete outputs — not vibes.
Integration architecture
Source of truth design, conflict resolution rules, sync strategy.
Bi-directional sync
Real-time or batched, depending on what each system supports.
AI enrichment
Classification, deduplication, scoring applied during sync — not after.
Error handling
Retries, dead-letter queues, alert routing for stuck records.
Migration playbook
If you're replacing a CRM/ERP, we plan the cutover with you.
Five steps from brief to production.
System audit
Catalog every system, who owns it, what data lives where.
Design the flow
What's the source of truth, what syncs where, what AI does in the middle.
Build connectors
Real APIs, not Zapier middleware. Tested against your sandbox.
Backfill & cutover
Backfill historical data, run parallel, then switch.
Monitor
Sync health dashboards and alerting on drift.
The tools we typically reach for.
These aren’t prescriptions — we adapt to what you already run. Worth knowing what we’re fluent in.
Questions we get about CRM & ERP Integrations
Yes. We work with HL7, SOAP, flat files, sftp drops — whatever the system speaks. Modern API in front of legacy backend is a common pattern.
Yes. We plan the migration, build the ETL, run a backfill against test, then cut over with parallel-running fallback.
It always is. We design AI-assisted dedup and normalization into the sync layer, with confidence thresholds and human review for edge cases.
Yes — we can stand up a new CRM and design the data model alongside the integration.
You do. It lives in your repos and runs in your cloud.
AI Automation & Workflows
Reduce repetitive work with intelligent automation that operates inside your existing stack.
Business Process Engineering
Replace tribal-knowledge workflows with real-time, observable, AI-assisted systems.
Cloud Infrastructure & Deployment
Enterprise-grade cloud architecture with security, observability and cost discipline from day one.
Send a brief — we reply in 4h.