Frequently Asked Questions
What if I am buying, selling or merging a company?
Our solution provides exceptional value for organisations undergoing mergers, acquisitions, or divestitures. Here's how Calon streamlines this critical business transition:
Accelerated Financial Visibility
Day One Alignment: Establish unified financial metrics across both entities immediately, without waiting for complex system integrations
Decision Support: Access consolidated performance metrics to validate acquisition assumptions and identify integration priorities
Risk Mitigation: Quickly spot discrepancies in financial reporting methodologies between organisations
Strategic Flexibility
Integration Planning: Make informed decisions about ERP consolidation based on actual operational data rather than assumptions
Phased Approach: Maintain business continuity while systematically harmonizing processes and systems at your preferred pace
Standardised Metrics: Apply the acquiring company's financial standards to the acquired entity without disrupting ongoing operations
With Calon, you gain immediate financial transparency across your newly combined organisation, allowing your integration teams to focus on strategic priorities rather than struggling with incompatible reporting systems.
Our team have supported a number of M&A transactions and understand the unique challenges of financial integration during these pivotal business transitions.
Do you have all the metrics I need to run the business and show my investors?
Absolutely. Our solution provides complete coverage of the essential metrics you need to run your business effectively:
Extensive Metric Library
Access to our catalog of over 200 pre-defined business metrics
Customisation to align with your specific industry and operational model
Integration with your existing hierarchies and reference data structures
Tailored to Your Requirements
Metrics can be refined through inclusions/ exclusions that match your business definitions
All metrics are defined consistently across your organisation, ensuring everyone works with the same financial language
Our system extracts and transforms all relevant data from your existing systems without requiring new data entry
Seamless Delivery Through Pulse
All metrics are immediately available through our AI-powered dashboarding solution, Pulse
Single source of truth for decision-making across departments
Consistent definitions eliminate the confusion of conflicting metrics from different systems
The key advantage is that once defined, these metrics remain consistent across your entire organisation—eliminating the common problem of different departments reporting conflicting numbers for the same business concepts.
Can we use our own Snowflake account?
During setup we need accountadmin rights, so usually we would set up another account either within our organisation or within yours.
What security is in place?
We've implemented a comprehensive security architecture to protect your sensitive business data:
Infrastructure Security
Built on top-tier enterprise infrastructure providers (AWS, Snowflake)
Segregated database architecture with dedicated tenant spaces
Direct Snowflake access with mandatory two-factor authentication
Access Controls
Individual user accounts with multi-factor authentication required for all access points
No shared credentials or generic logins permitted
Authentication enforcement across all interfaces (dashboards, Excel/Sheets connections)
Data Isolation
Complete tenant separation at the database or account level
Dedicated access pathways for each client
No co-mingling of data between different organisations
Compliance Support
Detailed security documentation available upon request
Assistance with regulatory compliance requirements
Regular security assessments of our infrastructure
Our security model leverages the substantial investments made by our infrastructure partners while adding additional layers of protection specifically designed for financial and operational data.
Have you built everything yourself?
Rather than reinventing the wheel, we've strategically built Calon on leading industry platforms to deliver enterprise-grade capabilities with greater reliability and efficiency.
Our Technology Foundation
Data Platform: Fully committed to the Snowflake Data Cloud, leveraging its world-class security, performance, and continuous innovation
Transformation Layer: Built on dbt Core and its ecosystem packages, the industry standard for modern data transformation
Integration Framework: Utilizing specialized connectors (Fivetran, Matillion, Airflow, Snowflake and our own APi connectors) selected for optimal performance with each source system
Visualization Platform: Dashboards built with Streamlit on Snowflake, maintaining consistent security protocols throughout and leveraging Snowflake Cortex and Claude AI agents
Web Infrastructure: Client-facing portals hosted on Heroku for reliability and scalability
The Calon Advantage
This approach allows us to:
Accelerate Implementation: Leverage proven components rather than building from scratch
Enhance Reliability: Benefit from extensive testing and production hardening across thousands of deployments
Focus Our Development: Concentrate our expertise on business logic and metrics definitions where we add unique value
Reduce Risk: Benefit from the massive security investments made by enterprise platforms
Future-Proof Your Investment: Automatically inherit platform improvements as our technology partners evolve
By building on these enterprise foundations, we provide a solution that combines the reliability of established platforms with the flexibility of our specialized metrics expertise—a more sustainable approach than custom-built alternatives that become technology islands.