System Integration
Seamless integration of agentic AI into your existing tech stack. We connect to your CRMs, ERPs, databases, and third-party APIs.
AI that works
where you do.
We seamlessly connect agentic AI into your existing technology stack — CRMs, ERPs, databases, APIs, and internal tools. No rip-and-replace. Your agents work where your team already works.
The most capable agent in the world is only as useful as the systems it can access. We build the connective tissue between your AI agents and your existing technology stack — so agents can retrieve live data, trigger real workflows, and update records without leaving the environments your team already works in.
No rip-and-replace. No expensive middleware platforms. We work with the tools you already own.
If your team uses it,
we can connect to it.
Plus any system with a REST API, GraphQL endpoint, database connection, or file-based export. We assess feasibility in the scoping phase.
Six phases to a
fully connected stack.
Integration Scoping
We map every system your AI agents need to read from or write to — CRMs, ERPs, databases, document stores, third-party APIs, internal tools. We document authentication models, data schemas, rate limits, and permission boundaries before any development begins.
Architecture Design
We design the integration architecture: event-driven or polling, synchronous or async, direct API calls or message queue. The design minimises latency, maximises reliability, and accounts for the failure modes of every connected system.
API Development
Our engineers build the connectors, adapters, and middleware that allow your agents to communicate with each integrated system. Where native APIs are insufficient, we build custom wrappers. Where webhooks are available, we use them to reduce polling overhead.
Data Pipeline Configuration
We configure the data pipelines that keep your agents' knowledge fresh — incremental syncs, change-data-capture, scheduled batch imports. Data freshness and pipeline reliability are tested against your specific use case, not generic benchmarks.
Security & Access Control
Every integration is audited against our security checklist — least-privilege access, credential rotation, encrypted transit, audit logging. We document every permission granted and ensure your security team has full visibility into what the agents can and cannot access.
Monitoring & Handover
Integration health monitoring is deployed from day one — tracking API response times, error rates, data freshness, and pipeline throughput. Alerts are configured for anomalies. Full runbooks are delivered so your team can diagnose and resolve issues independently.
Documented. Audited.
Production-ready.
Integration Architecture
API Development
Data Pipeline Configuration
Security Audit
Monitoring Setup
All integration code, configurations, and runbooks are delivered to your team with full documentation. You can maintain, extend, or hand off to any engineer independently.
24 systems connected.
Zero disruption to operations.
Integrating 24 FlockSoft agents into a national logistics provider's existing ERP, TMS, and WMS stack required connecting to 14 distinct APIs and 3 legacy database systems. The integration was delivered in 4 weeks alongside active development — with zero disruption to live operations.
“The agents don’t just optimise — they anticipate. We’ve eliminated forecasting as a bottleneck entirely.”
Common questions.
Will integration require changes to our existing systems?
In most cases, no. We build integration layers that sit alongside your existing systems, using native APIs and standard protocols. Your systems continue operating as they always have — the agents interact with them through sanctioned access points. We rarely need to modify source systems.
What if our systems don't have public APIs?
We handle this routinely. Options include database-level direct connections, event-driven integrations via message queues, file-based integrations for legacy systems, and purpose-built adapters for proprietary platforms. We assess the technical feasibility in the scoping phase and recommend the most maintainable approach.
How is security handled for system access credentials?
We use secrets management infrastructure (AWS Secrets Manager, HashiCorp Vault, or equivalent) with automated credential rotation. All credentials are encrypted at rest and in transit. Agents operate under dedicated service accounts with the minimum permissions required — nothing more. Every access event is logged.
Can we integrate with systems we're planning to replace?
Yes. We design integrations to be loosely coupled, meaning a system swap in the future requires updating the connector layer only — not the agent logic. This is a standard architectural consideration we account for in the design phase.
What happens if one of the connected systems goes down?
Agents include circuit-breaker patterns and graceful degradation logic. When a connected system is unavailable, agents queue pending operations, alert relevant stakeholders, and fall back to defined safe states. Every integration is designed for the failure case, not just the happy path.
Integration is the foundation.
Connect your stack. Deploy your agents.
Tell us what systems your agents need to access. We'll scope the integration architecture, estimate the timeline, and design a solution that fits your existing infrastructure without requiring any system changes.