Question 1

What is Tabby Stack and what services do you provide?

Accepted Answer

Tabby Stack is a specialized data consulting firm that helps organizations transform their data infrastructure and analytics capabilities. We provide three core services: Data Architecture & Strategy (designing scalable data systems), Analytics & Data Engineering (building data pipelines and analytics platforms), and Data Migrations & Integrations (seamlessly moving data between systems). Our team combines deep technical expertise with strategic business understanding to deliver solutions that drive measurable results.

Question 2

How long does a typical data migration project take?

Accepted Answer

Data migration timelines vary significantly based on data volume, complexity, and system requirements. Simple migrations might take 2-4 weeks, while enterprise-scale migrations can take 3-6 months or longer. Our typical process includes: Discovery & Planning (1-2 weeks), Architecture Design (2-3 weeks), Implementation (4-12 weeks), and Testing & Validation (1-2 weeks). We provide detailed timeline estimates after our initial assessment and work closely with your team to minimize business disruption.

Question 3

How do you structure your pricing and what can I expect to invest?

Accepted Answer

Our pricing is project-based and depends on scope, complexity, and timeline. We offer three engagement models: Fixed-price projects for well-defined scopes, time-and-materials for evolving requirements, and retainer agreements for ongoing support. Investment typically ranges from $25K for smaller projects to $500K+ for enterprise transformations. We always provide detailed proposals with transparent pricing after our free consultation, and we can work within your budget to prioritize the most impactful initiatives.

Question 4

What cloud platforms and technologies do you work with?

Accepted Answer

We are platform-agnostic and work with all major cloud providers including AWS, Azure, and Google Cloud Platform. Our technology expertise spans modern data stack tools like Snowflake, Databricks, dbt, Airflow, Kafka, and various analytics platforms including Tableau, Power BI, and Looker. We also work with traditional databases (SQL Server, Oracle, PostgreSQL) and emerging technologies. Our approach is to recommend the best technology fit for your specific requirements, existing infrastructure, and team capabilities.

Question 5

Do you work with companies of all sizes?

Accepted Answer

Yes, we work with organizations at various stages of growth. Our approach scales to match your needs and budget. For growing companies, we focus on building solid foundations that can scale with your business. For established enterprises, we handle complex, multi-system transformations with extensive stakeholder management. We have experience across industries including technology, healthcare, finance, retail, and manufacturing.

Question 6

Can you help with data governance and compliance requirements?

Accepted Answer

Absolutely. Data governance and compliance are integral parts of our service offerings. We help establish data governance frameworks, implement security controls, and ensure compliance with regulations like GDPR, HIPAA, SOX, and industry-specific requirements. Our approach includes data classification, access controls, audit trails, data lineage tracking, and privacy protection measures. We work closely with your legal and compliance teams to ensure all requirements are met.

Question 7

What happens if something goes wrong during a migration?

Accepted Answer

We implement comprehensive risk mitigation strategies including detailed backup procedures, rollback plans, and phased migration approaches. Every project includes thorough testing in isolated environments before production deployment. If issues arise, we have 24/7 support during critical migration windows and maintain complete backups of all source data. Our team has extensive experience handling edge cases and can quickly resolve issues. We also carry professional liability insurance for additional protection.

Question 8

Do you offer ongoing support after project completion?

Accepted Answer

Yes, we offer several post-project support options including maintenance retainers, on-call support agreements, and training programs for your team. Many clients choose our ongoing support services to ensure optimal performance, handle system updates, and provide expertise for future enhancements. We also offer knowledge transfer sessions and comprehensive documentation to enable your team to manage the systems independently if preferred.

Question 9

How do you ensure data security during projects?

Accepted Answer

Data security is our top priority. We implement enterprise-grade security measures including encrypted data transmission, secure VPN connections, multi-factor authentication, and role-based access controls. Our team members undergo background checks and sign comprehensive NDAs. We follow industry best practices for data handling and can work within your existing security frameworks. All our processes are designed to meet or exceed security standards required by regulated industries.

Question 10

Can you integrate with our existing systems and tools?

Accepted Answer

Yes, integration with existing systems is a core part of our service offering. We have extensive experience connecting disparate systems, APIs, databases, and applications. Our integration approach includes thorough analysis of your current technology stack, identification of integration points, and implementation of robust, scalable connections. We ensure that new solutions work seamlessly with your existing workflows and business processes.

Question 11

Do you provide training for our internal team?

Accepted Answer

Yes, knowledge transfer and training are essential components of our projects. We provide comprehensive training programs tailored to different roles within your organization, from technical teams to end users. This includes hands-on workshops, documentation, best practices guides, and ongoing mentoring. Our goal is to ensure your team can effectively manage and optimize the solutions we implement.

Question 12

What is included in your free consultation?

Accepted Answer

Our free consultation is a comprehensive 60-minute session where we assess your current data landscape, understand your business objectives, and identify key opportunities and challenges. You'll receive actionable recommendations, a high-level roadmap, and ROI projections for potential initiatives. There's no obligation, and you'll walk away with valuable insights regardless of whether you choose to work with us. We can conduct consultations remotely or on-site depending on your preference.

Resources & Insights

Take-Home Exercise Kit

Live SQL Exercise Kit

Candidate Scoring Framework

Hiring Data Talent: A Practical Guide for Modern Data Teams

The Snowflake Cost Optimization Playbook

Why Tabby Stack

Frequently Asked Questions