Data Engineering & Analytics — Modern Data Platforms That Scale
ZANISS SOFTWARES builds modern data platforms on Snowflake, BigQuery, Databricks and Microsoft Fabric — with Airbyte / Fivetran ingestion, dbt modelling, Airflow / Dagster orchestration, and Power BI / Looker / Metabase dashboards your leadership team actually trusts.
Business outcomes you can measure
We engineer every engagement around increased efficiency, better performance, and consistent lead generation for your business.
Cloud Data Warehouse
Snowflake, BigQuery, Databricks or Microsoft Fabric — designed for performance and cost.
Reliable ELT Pipelines
Airbyte / Fivetran / custom connectors orchestrated with Airflow / Dagster + dbt.
Trusted Analytics
Semantic layer + tested dbt models so every dashboard tells the same story.
Governance & Privacy
Lineage, PII tagging, row-level security, GDPR / HIPAA-aware access controls.
Modern, battle-tested tools we build with
We pick the stack that matches your scale, team skills and long-term maintenance budget — never a trend-chasing rewrite.
Domain expertise across your vertical
We've shipped data engineering projects across regulated, high-stakes industries — so we already know the constraints your team is fighting.
FinTech & Banking
PCI-DSS-aware payment flows, lending platforms, treasury & RegTech dashboards.
Healthcare & MedTech
HIPAA-aligned EHR, telemedicine, patient portals, HL7/FHIR integrations.
E-commerce & Retail
Headless storefronts, OMS, loyalty engines, ERP-connected catalogue sync.
Logistics & Supply Chain
TMS, WMS, last-mile tracking, driver apps, real-time route optimisation.
Real Estate & PropTech
Listing portals, CRM, broker apps, virtual tours, lease management.
Education & EdTech
LMS, live-class platforms, assessment engines, parent portals.
Manufacturing & Industry 4.0
MES, IoT dashboards, plant ERP modules, predictive maintenance.
SaaS & Startups
Multi-tenant MVPs, billing, RBAC, white-label and partner portals.
Travel & Hospitality
Booking engines, OTA & GDS integrations, PMS, loyalty programs and traveler mobile apps.
Everything you need, end to end
As a trusted data engineering partner serving clients in Ahmedabad, across Gujarat, and globally, we deliver complete solutions — not piecemeal handoffs.
Discuss your project- Data strategy: source map, model design, tool selection
- Warehouse setup on Snowflake / BigQuery / Databricks / Fabric
- Ingestion via Fivetran / Airbyte / Kafka / custom connectors
- dbt models with tests, docs, exposures and a semantic layer
- Airflow / Dagster orchestration with alerting and SLAs
- BI dashboards in Power BI / Looker / Metabase / Superset
- Data governance, lineage and cost / FinOps controls
Where this service drives real ROI
Single Source of Truth
Unify CRM, billing, product, ad and finance data into one warehouse with trusted metrics for the board.
Product Analytics Platform
Event ingestion, identity resolution and behavioural dashboards for product-led growth.
Reverse ETL & Activation
Push modelled data back to Salesforce, HubSpot, Braze and ad platforms via Hightouch / Census.
How we deliver, every time
Audit & Architecture
Source inventory, business questions, warehouse + tooling decisions and 90-day plan.
Foundation
Stand up warehouse, ingestion, dbt project, CI/CD and the first 3 trusted dashboards.
Scale Domains
Onboard domains (sales, product, finance, ops) with tested models and clear ownership.
Govern & Optimise
Lineage, access reviews, cost optimisation and analytics engineering retainer.
Transparent investment ranges
Every project is scoped individually, but here are honest ballparks so you can budget before our discovery call. Final quote is fixed in writing — no surprises.
Data Platform MVP
Warehouse + ingestion + 3 trusted dashboards in 6–10 weeks.
- Snowflake / BigQuery setup
- Fivetran / Airbyte ingestion
- dbt models + tests
- First 3 BI dashboards
Production Data Platform
Multi-domain platform with governance, semantic layer and reverse ETL.
- Dedicated 3-person pod
- Airflow / Dagster orchestration
- Lineage + access controls
- Hightouch / Census activation
Enterprise Data + AI
Lakehouse, ML feature store and AI-ready data platform at enterprise scale.
- Databricks / Fabric lakehouse
- Feature store + MLOps
- Multi-region + governance
- FinOps + 24×7 ops
Indicative ranges in USD. Indian-domestic projects are billed in INR at equivalent value. We also offer dedicated-team monthly engagements — ask during your free consultation.
Frequently asked questions
Snowflake, BigQuery or Databricks?
Snowflake for ease-of-ops + ecosystem, BigQuery if you're on GCP / heavy ad-data, Databricks when you have serious ML / streaming workloads. Microsoft Fabric when you're already Power BI / Azure heavy.
Do we still need dbt if we have a BI tool?
Yes. BI tools should consume modelled, tested data — not own business logic. dbt gives you version control, tests, docs and reusable models so every dashboard agrees on revenue.
How long does a modern data platform take to stand up?
An MVP warehouse + 3 trusted dashboards typically goes live in 6–10 weeks. Full multi-domain rollouts run 4–9 months in phases.
Can you help us cut our Snowflake / BigQuery bill?
Yes — query optimisation, warehouse sizing, clustering / partitioning, materialisation strategy and storage tiering. Typical first-quarter savings are 20–40%.
Do you do ML / AI on top of the data platform?
Yes — feature engineering, MLOps and serving via Snowpark, BigQuery ML, Databricks or external platforms. See our AI Development service for full GenAI / LLM work.
Related services & resources
AI Development
Build LLM, RAG and ML on top of your data platform.
Cloud Solutions
Cloud architecture and FinOps for data workloads.
SaaS Development
Embed analytics and customer-facing dashboards in your SaaS.
IT Consulting
Independent advice on data strategy, vendors and team design.
Ready to grow your business?
Book a free 30-minute consultation. We'll map your goals to a clear, actionable roadmap — no obligations.