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Case / Systems integration

COOPEBANACIO R.L.HUBSPOT ↔ FINANCIAL CORE

The CRM knows the relationship.The core knows the financial reality.

A custom integration that connects HubSpot commercial information with institutional core data, translating different structures into useful context across systems.

Financial coreBRILER bridgeHubSpot

01 / Two systems

Different systems. Different responsibilities.

Neither replaces the other. The value appears when both can share context.

Core

Operational and institutional information.
  • Member
  • Status
  • Savings
  • Loans
  • Insurance

CRM

Commercial and relationship information.
  • Contact
  • Deal
  • Ticket
  • Owner
  • Pipeline

02 / The bridge

It does not transport. It transforms.

A middle layer identifies, maps, validates, and routes. The two sides speak different languages.

Product status

  1. Identify
  2. Map
  3. Transform
  4. Validate
  5. Route

CRM property

03 / Asymmetric flow

Integration is not copying everything both ways.

Move each record to where it adds value. The integration runs in both directions, with different responsibilities.

HubSpot → SQL

  • Contacts
  • Deals
  • Tickets
  • Owners
  • Pipelines

SQL → HubSpot

  • Contact enrichment

04 / Domain-aware mapping

The integration understands the business, not just the format.

The core knows products and standing. HubSpot needs properties and commercial signals. The bridge does that translation.

Member

  • Status
  • Savings
  • Loans
  • Insurance
  • Other products

Mapping layer

CRM contact

  • Signal
  • Context
  • Relationship
  • Priority

05 / Identity

One person. Two systems. One business key.

The match uses a business identity to pair records. Without it, context never reaches the right contact.

06 / Controlled automation

Automate with control, not just move data faster.

Batches, validation, dry-run, and controlled create or update. Some flows keep a human confirmation.

  • Batch processing
  • Validation
  • Dry-run
  • Conflicts
  • Create / update
  • Operational log

Engineering approach

One engine. Two APIs. No interface to invent.

Python orchestrates the integration. There is no frontend: the engineering is the product.

Capabilities demonstrated

What this work makes visible.

The kinds of intervention this case makes visible.

  1. 01Custom software
  2. 02Systems integration
  3. 03Data
  4. 04Automation
  5. 05Enterprise systems

Next conversation

When your systems do not speak the same language, we build the bridge.

Tell us what each system knows. We start with meaning, not with the connector.

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Financial coreHubSpot