Capabilities

System Integration
Deep API connectors for enterprise stacks

Bridge the gap between your legacy infrastructure and modern AI. We provide secure, deep, and bidirectional connectivity to your most critical ERP, CRM, and database systems.

Why integration is the real constraint

AI models are only as good as the systems they can access. Most AI projects fail because they remain isolated chatbots, unable to touch the real data.

Siloed Data

Customer data lives in CRM, billing in ERP, and tickets in support tools.

Fragile APIs

Legacy SOAP endpoints and undocumented REST APIs are hard to automate.

Authentication Complexity

Handling OAuth flows, token rotation, and SSO for agents is non-trivial.

Write Safety

Reading data is easy; writing back to the system of record requires transaction safety.

Our System Integration layer turns your entire stack into a unified API for AI.

Built for enterprise-grade systems

Connect to the tools that run your business, not just the easy ones.

ERP Systems

SAP, Oracle NetSuite, Microsoft Dynamics 365, Workday.

CRM & Sales

Salesforce, HubSpot, Pipedrive, Zoho CRM.

Databases

PostgreSQL, MySQL, Snowflake, MongoDB, BigQuery.

Custom APIs

Connect to proprietary internal microservices and legacy mainframes.

Deep API connectivity, not surface-level sync

We don't just scrape screens. We integrate at the protocol level.

Full CRUD Operations

Create, Read, Update, and Delete records with full validation logic.

Webhooks & Events

Listen for real-time changes instead of polling every 5 minutes.

Bulk Operations

Handle high-volume data syncs without hitting API rate limits.

Rate Limit Handling

Intelligent backoff and retry logic built into every connector.

Context preserved across systems

Data doesn't lose meaning when it moves between tools.

Entity Mapping

Understand that 'Account ID' in Salesforce matches 'Billing ID' in Stripe.

Semantic Layers

Add business meaning to raw database column names.

Unified Identity

Track user actions across different logins and system accounts.

Relationship Graph

Maintain the web of connections between tickets, deals, and customers.

Safe interaction with core records

Protect your system of record from AI hallucinations and errors.

Dry Run Mode

Simulate API calls to see what would happen without changing data.

Automatic Rollback

If a multi-step transaction fails halfway, revert all changes.

Permission Scopes

Grant agents only the specific access they need, nothing more.

Approval Gates

Require human confirmation before writing to sensitive fields.

Safety first, automation second.

Event-driven integration for real-time operations

Stop polling. Start reacting.

Instant Triggers

Kick off workflows the millisecond a new lead arrives or a server goes down.

Asynchronous Processing

Decouple systems so a slow ERP doesn't hang your fast chatbot.

Event Replay

Recover from outages by replaying missed events from the log.

Designed to evolve with your stack

Software changes. Your integrations shouldn't break.

Version Control

Manage integration schemas like code with git-backed versioning.

Schema Monitoring

Get alerted when a downstream API changes its response format.

Modular Connectors

Swap out your CRM without rewriting all your AI agent logic.

Custom Extensions

Write your own connectors in Node.js or Python for bespoke tools.

Governance and auditability built in

See WHO called the API, WHAT data was changed, and WHEN it happened.

Full Audit Logs

Every API call is logged with request, response, and user context.

PII Redaction

Automatically mask sensitive data in logs and debug traces.

Policy Enforcement

Block data exfiltration attempts automatically at the gateway.

What System Integration enables

End-to-End Automation

Automate processes that span 5 different departments and 10 different tools.

Unified Customer View

Give agents a 360-degree view of the customer from all systems.

Legacy Modernization

Give your 20-year-old ERP a modern REST API face for AI consumers.

Faster Dev Cycles

Stop writing boilerplate integration glue code. Focus on logic.

Operational Agility

Change underlying tools without breaking your business processes.

Next steps

Continue Exploring

Agent Workflows

See how agents use these integrations to execute tasks.

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Data Pipeline

Understand how data is ingested before it's acted upon.

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AI-Native Operating Layer

The architecture that holds it all together.

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Discuss a transformation

Talk to our engineers about your custom stack.

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Ready to embed intelligence into your enterprise systems?

Stop building isolated chatbots. Give your AI the keys to the engine (safely).