Your business platforms.
A connected view.
Customer relationships, financial transactions and operational activity live across different tools. Connect the information needed for analysis while preserving source ownership, business definitions and access controls.
Assess relevant interfaces across platforms such as Salesforce, HubSpot and Foundry alongside your ERP, commerce, analytics and cloud environment. Availability and scope depend on each platform’s interfaces, permissions and licensing.
Select a platform to see the data, access requirements and business applications we can discuss with your team.
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Microsoft Foundry
Bring approved business context into AI applications and agents, with evaluation and access controls considered from the start.
Data and capabilities
- Model deployments
- Agent applications
- Evaluation results
- Connection method
- Documented model and agent APIs, with the SDK appropriate to your project.
- Access planning
- Azure project roles, approved model deployments and a scoped service identity.
In your business
Ground a business assistant in approved information, then evaluate its responses against the questions your teams actually ask.
HubSpot
Connect customer records and deal activity with the commercial reporting used by sales, marketing and finance.
Data and capabilities
- Contacts
- Companies
- Deals
- Record associations
- Connection method
- CRM object APIs for records, properties and relationships.
- Access planning
- An authorized application, required CRM scopes and agreed handling of personal data.
In your business
Follow a lead through the sales pipeline and compare deal outcomes with acquisition activity and recognized revenue.
Salesforce
Use account, opportunity and service records to build a consistent view of your customer relationships.
Data and capabilities
- Accounts
- Contacts
- Opportunities
- Cases
- Connection method
- Salesforce REST resources and SOQL queries for the records in scope.
- Access planning
- Authorized application access, API availability and object and field permissions.
In your business
Combine pipeline movement, account activity and service issues to make commercial reviews more complete.
Microsoft Fabric
Build on your existing Fabric environment for shared data, analytical models and coordinated data operations.
Data and capabilities
- Workspaces
- Lakehouse items
- Data pipelines
- Semantic models
- Connection method
- Fabric REST APIs for supported items and operations, with approved endpoints for data queries.
- Access planning
- Microsoft Entra identity, workspace permissions and support for the chosen API operation.
In your business
Coordinate data preparation with downstream reporting while keeping ownership and access within your Fabric environment.
Power BI
Connect reporting operations with the models, workspaces and refresh processes your organisation already uses.
Data and capabilities
- Reports
- Semantic models
- Workspaces
- Refresh status
- Connection method
- Power BI REST APIs for supported reporting and administration operations.
- Access planning
- Application permissions, workspace access and the licensing required for your use case.
In your business
Track the freshness of executive reporting and align report delivery with the completion of upstream data preparation.
Shopify
Bring store performance, order activity and stock information into a connected view of commerce operations.
Data and capabilities
- Orders
- Products
- Inventory
- Customers
- Connection method
- Shopify GraphQL Admin API with the fields and access scopes required for the work.
- Access planning
- Store authorization, API scopes and any protected customer data approval requirements.
In your business
Compare demand, available stock and order outcomes across product categories to support merchandising and inventory decisions.
Google Analytics 4
Bring website and app reporting into the same discussion as campaign performance and commercial outcomes.
Data and capabilities
- Acquisition reports
- Engagement metrics
- Key event metrics
- Ecommerce reports
- Connection method
- Google Analytics Data API reports using compatible dimensions and metrics.
- Access planning
- Authorized property access, request quotas and the reporting restrictions that apply to the property.
In your business
Compare acquisition sources with engagement and recorded purchase outcomes. The Data API provides reporting aggregates rather than a raw event export.
Slack
Bring relevant business updates into the channels where teams coordinate decisions and follow up on exceptions.
Data and capabilities
- Channel destinations
- Messages
- Business notifications
- Connection method
- Slack Web API methods such as chat.postMessage, within an approved Slack application.
- Access planning
- Workspace approval, a scoped application token and access to the destination conversation.
In your business
Deliver a concise stock exception or reporting update with enough context for the team to investigate the underlying record.
Google Ads
Connect advertising costs and campaign results with the broader view of customer acquisition.
Data and capabilities
- Campaigns
- Ad groups
- Cost metrics
- Conversion metrics
- Connection method
- Google Ads API reporting with Google Ads Query Language.
- Access planning
- OAuth authorization, an approved developer token and access to the relevant advertising accounts.
In your business
Compare campaign investment with measured conversions and CRM outcomes while preserving the attribution rules used by each source.
Microsoft Teams
Connect business reporting and operational conversations within your Microsoft collaboration environment.
Data and capabilities
- Teams
- Channels
- Tabs
- Shared business updates
- Connection method
- Microsoft Graph for supported Teams resources, with an approved delivery method for notifications.
- Access planning
- Tenant approval and the delegated or application permissions supported by the specific operation.
In your business
Make a reporting destination easy to find in a team channel and plan alerts around the messaging permissions available in your tenant.
Stripe
Connect payment and billing records with finance reporting and customer account information.
Data and capabilities
- Payments
- Invoices
- Subscriptions
- Balance transactions
- Connection method
- Stripe REST APIs and signed webhook events for the agreed billing activity.
- Access planning
- Restricted credentials, event signature verification and separation of test and live data.
In your business
Reconcile billing activity with finance records and investigate differences between payments, fees and settlement movements.
Snowflake
Use governed analytical data from your Snowflake environment without creating a competing set of business definitions.
Data and capabilities
- Approved tables
- Business views
- Query results
- Connection method
- Snowflake SQL API for submitting statements and retrieving results.
- Access planning
- Supported authentication, a scoped role, warehouse access and permissions on the selected data objects.
In your business
Build reporting from approved business views and preserve the warehouse as the authority for shared analytical measures.
Databricks
Connect curated lakehouse data and analytical workloads with the reporting and decision processes that depend on them.
Data and capabilities
- SQL warehouses
- Governed tables
- Business views
- Query results
- Connection method
- Databricks Statement Execution API for SQL warehouse queries.
- Access planning
- Workspace authentication, warehouse permissions and access to data objects under the relevant governance controls.
In your business
Read prepared analytical datasets from approved tables and views, with query results traceable to their source definitions.
Notion
Connect shared operational knowledge and structured workspace records with the information teams use to make decisions.
Data and capabilities
- Pages
- Data sources
- Page properties
- Content blocks
- Connection method
- Notion API queries and page resources for explicitly shared workspace content.
- Access planning
- An authorized connection, the necessary capabilities and permission to the selected pages or data sources.
In your business
Bring approved process notes and structured operational records into a shared knowledge experience with clear content ownership.
Connect systems around
a business purpose.
A useful integration establishes how source records become meaningful analytical entities. Technical connectivity is one part of that design.
Technical integration methods.
Detailed guidance on extraction, event delivery, validation and recovery for the interfaces behind business platforms.
Database integration methods
Compare snapshots, incremental extraction and change data capture, including their operational tradeoffs.
API and event integration
Design reliable API ingestion with pagination, controlled retries, webhook verification and replay handling.
Controlled file ingestion
Turn recurring file deliveries into documented datasets with manifests, explicit schemas and reconciliation.
Define the requirements
before connecting systems.
Discuss your data environment | Business purpose | Which decision should the integration support, and which objects, metrics and process events are required? |
|---|---|
| Access and ownership | Which organisation owns the records, which licensed interfaces are available, and who approves the required access? |
| Structure and change | What identifies a customer, order or transaction, and how are updates, deletions and schema changes represented? |
| Freshness and recovery | How current does the information need to be, and how should the connection recover from missed events or interrupted extraction? |