Bidirectional Middleware & API Development
Most businesses run on a patchwork of tools (a CRM, an ERP, a support desk, a handful of spreadsheets) and none of them were built to talk to each other or to an AI agent in real time. This service builds the custom middleware and API layer that keeps two or more systems in sync bidirectionally, so a change in one place, whether a status update, a new record, or a price change, propagates correctly everywhere else without a human re-keying it. It's the connective infrastructure underneath most of our other integration work, built to your specific systems and data model rather than a generic connector that only handles the easy cases. The result is systems that stay consistent with each other automatically, closing the gap where manual re-entry currently introduces errors and delay.
This is a capability we deliver for you as a service, not a role we’re hiring for.
How We’d Approach This
A clear, staged plan, not a black box
These are the service-specific steps inside our six-step process.
- 1
Diagnose the systems, data formats, and sync direction(s) actually needed, including likely conflict scenarios
- 2
Pilot the middleware on one narrow, high-value data flow between two systems first
- 3
Review sync accuracy, latency, and conflict-resolution behavior against real production data
- 4
Build out the full middleware with retry logic, logging, and monitoring, then hand over the source code
What You Get
Deliverables from this engagement
- A custom middleware/API layer syncing the agreed systems bidirectionally
- Documented conflict-resolution rules for when both systems change the same record
- Logging and monitoring dashboards covering sync health and failure rates
- Source code and API documentation handed over to your engineering team
Six Ways We Could Architect This
Different engagement, different build, pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Read all 6 architectures as text
Lean Fast-Start Architecture
Scoping
- Two Priority Systems Identified
- Data Format Review
- Single High Value Flow Chosen
Minimal Middleware
- Lightweight Sync Script
- Field Mapping Config
- Basic Retry Logic
Testing
- Test Records Both Directions
- Manual Conflict Check
Rollout
- Pilot on Live Subset
- Error Log Review
- Documented Handoff
- Plan for Additional Flows
Cloud-Native / Managed Services Architecture
Source Systems
- System A API
- System B API
Managed Middleware Platform
- Serverless Integration Functions
- Managed Message Broker
- Transformation Service
Data Layer
- Sync State Store
- Conflict Resolution Engine
- Canonical Data Model
Operations Layer
- Monitoring and Logging Service
- Auto Scaling Workers
- Managed Alerting
- Deployment Pipeline
Event-Driven & Automation-First Architecture
Triggers
- Record Changed in System A
- Webhook Event Emitted
- Record Changed in System B
Automation Layer
- Event Queue
- Auto Transformation Worker
- Auto Conflict Detection
Review Gate
- Conflicting Change Detected
- Apply Conflict Resolution Rule
- Direct Write Through
Delivery
- Write to Target System
- Sync Confirmation Log
- Notification on Failure
Enterprise-Grade & Compliance-Ready Architecture
Governance Layer
- Data Ownership Matrix
- System of Record Policy
- Change Approval Process
Secure Middleware Layer
- Access Controlled API Gateway
- Role Based Service Accounts
- Encrypted Message Queue
Auditable Sync
- Transaction Level Sync Log
- Conflict Resolution Audit Trail
- Schema Version History
Compliance Operations
- Redundant Broker Failover
- Disaster Recovery Runbook
- Signed Off Sync Reliability Report
AI-Augmented, Human-in-the-Loop Architecture
Data Input
- Incoming Change Events
- Historical Sync Patterns
AI Analysis Layer
- AI Conflict Prediction Model
- Draft Resolution Recommendation
- Draft Sync Action Plan
Human in the Loop
- Integration Engineer Review
- Resolution Safe to Apply
- Manual Override Applied
- Human Approved Sync Action
Delivery
- Applied to Both Systems
- Sync Health Dashboard Updated
- Weekly Reliability Report
Integration-Heavy / Ecosystem-Connected Architecture
Client Systems
- CRM Platform
- ERP Platform
- Support Desk Platform
Middleware Core
- Custom Bidirectional API Layer
- Unified Event Bus
Two Way Sync Layer
- Data Warehouse Sync
- Spreadsheet and BI Tool Sync
- Analytics Team
- Operations Team
Shared Governance
- Joint Review with IT and Ops
- Published System Map
- Ongoing Sync Reliability Review
More in CRM/ERP & Enterprise Systems Integration
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Embeds AI agents and automations directly into the tools teams already use daily.
- Record-Level RBAC & Audit Trails for Agent Integrations
A governance layer ensuring AI agents only touch the records they're authorized to, with a full audit log.
- Legacy System Modernization & API Wrapping
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- Salesforce Architect
Enterprise multi-cloud Salesforce architecture, governor-limit-safe design, org strategy, and deployment pipelines.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.
Talk to us about Bidirectional Middleware & API DevelopmentMost engagements like this start as a $500–$2,500 pilot, see full pricing.