From pipeline to Platform.
We specialize in the full implementation lifecycle on Databricks — and we back it with the full-stack engineering capability to connect data infrastructure to the applications and products that depend on it.
Service 01
Data Platform Assessment
The smartest way to start any Databricks engagement.
About service
Before you commit to a migration, an implementation, or a rebuild — you need to know exactly what you're working with. Our Assessment gives you a complete picture of your current data platform, a prioritized gap analysis, and a realistic roadmap to modernization.
This is a fixed-price, fixed-scope engagement. No upsell pressure. No ambiguous deliverables. You get a document your team can act on — even if you decide not to work with us further.
Best for
Companies evaluating Databricks · Companies 6–12 months into a Databricks deployment that isn't delivering results · Any team about to make a major platform decision
Whats Included
3–5 stakeholder interviews with your data team and business stakeholders
Review of current architecture, pipelines, and data quality practices
Gap analysis mapped to Databricks Lakehouse best practices
Prioritized modernization roadmap with effort and cost estimates
60-minute leadership readout presentation
Get Started
Service 02
Databricks Migration & Implementation
Move to the Lakehouse. Do it once. Do it right.
About service
Most data platform migrations fail because the implementation is treated as a technical project rather than a business transformation. Schemas get mapped but business logic gets lost. Pipelines get rebuilt but data quality contracts get ignored.
We start with your business logic before we write a single line of pipeline code. We build data quality expectations into every layer. And we document everything so your team owns the platform when we're done.
We Migrate from
Redshift · Snowflake · Azure Synapse · SQL Server (on-prem or cloud)
Hive / HDFS legacy environments
Legacy ETL tools — SSIS, Informatica, TalendHive / HDFS legacy environments
What we build
Medallion architecture (Bronze / Silver / Gold)
Delta Live Tables (Lakeflow) pipelines with expectations
Auto Loader ingestion with schema evolution
Unity Catalog governance and row-level security
Azure ADF / AWS Glue integration
Data quality framework with monitoring and alerting
Get Started
Service 03
Managed Services — Lakehouse Guardian
Your platform. Running. Every day.
About service
After implementation, most data teams face the same problem: the platform needs constant attention — monitoring, optimization, incident response, minor enhancements — but the team's bandwidth is already maxed out on business-facing analytics work.
Lakehouse Guardian is our monthly managed services offering. We monitor your pipelines, respond to incidents, optimize your clusters, and handle the ongoing maintenance — so your team can focus on the work that moves the business forward.
Best for
Post-implementation clients · Teams without dedicated Databricks operations capacity · Companies needing platform stability without a full-time hire
Whats Included
24-hour pipeline monitoring with automated alerting
Incident response — SLA-backed response times
Monthly performance review and optimization report
DBU cost monitoring and reduction recommendations
Unity Catalog and security policy maintenance
Minor enhancements (up to 8 hours included)
Quarterly architecture review call
Get Started
Service 04
Databricks Health Check
Already on Databricks. Something isn't right.
About service
Pipelines are slow. Costs are climbing. Adoption is lower than expected. You suspect the initial implementation had problems but you're not sure where to look.
The Health Check is a rapid, structured audit of your existing Databricks environment. In 1–2 weeks, we give you a ranked list of the top issues, specific recommendations, and an estimate of what it would take to fix each one.
You Receive
Written Health Check Report: top issues ranked by impact · Specific remediation steps for each
Whats Included
Cluster configuration and sizing efficiency
Pipeline performance and optimization opportunities
Unity Catalog structure and access policies
Delta table health and storage optimization
Cost drivers and DBU usage patterns
Security posture and compliance gaps
Get Started
Know about our
Full Stack AI Engineering Services
Data Fast at launch. Slower every quarter. That's not a data problem. That's an architecture problem.
AI Engineering & Integration
LLM integration, prompt engineering, generative AI features, and AI agent development. We build AI into your product — not as a demo, but as a production-grade feature your customers will actually use.
Technologies: OpenAI, Anthropic, LangChain, LlamaIndex, RAG architectures, vector databases, fine-tuning workflows.
AI product consultation
Agentic AI & Workflow automation
Prompt Engineering
Generative AI for development
Get Started
Product & MVP Development
We help founders and product teams take a concept from validated idea to shipped product. Full-stack MERN development, mobile /Web applications and AI-powered product features. Fixed-scope MVP packages available.
Best for: Founders with a validated concept. Product teams needing surge capacity. Companies building AI-powered features on existing products.
Product Strategy & Ideation
MVP Development
Product Development & Implementation
User Testing & Feedback
Get Started
Code & UX Audit
An independent, senior-level review of your existing product. We assess code quality, architecture decisions, security posture, performance bottlenecks, and user experience gaps. Clear written findings — no consulting jargon.
Code Quality & Architecture Review
Performance Check
UX Evaluation & Improvement Plan
Get Started
Digital Design & Prototyping
UX design, interface design, and interactive prototypes for web and mobile products. Design validated with real users before development begins, ensuring better usability, clear flows, and a smoother build process.
User Research & UX Strategy
UI Design & Design System
Wireframes, Flows & Prototypes
Usability, Accessibility & Improvements
Get Started
Not sure how to get started? Book a 1 : 1 Free Consultation
We assess your current setup, identify what’s slowing you down, and recommend the right services for the next step — so you can move forward with confidence, not assumptions.