Data Engineering
Turn scattered business data into reliable pipelines, clean models, and reporting-ready foundations your team can trust.
TathyaForge
Data & AI systems engineered from facts.
We build reliable data platforms, AI automation workflows, dashboards, and custom software that help teams move from scattered processes to scalable systems.
Data EngineeringAI AutomationAzure/GCP/AWSDashboardsCustom ERP/SaaS
Engineering focus
Azure, GCP, AWS, and cloud data foundations built for reliability.
AI workflows with human review, approval, and control built in
Business workflows translated into maintainable software
Dashboards and reporting layers built for decisions
Services
Production-ready systems for data, AI, analytics, and operations.
TathyaForge helps teams replace fragile manual processes with reliable platforms, automations, dashboards, and internal software that can be supported after launch.
Cloud Data Platforms
Plan and build Azure, GCP, AWS, Databricks, and warehouse environments that support scale without creating platform sprawl.
AI, LLM & Prompt Engineering
Convert repetitive document, support, and operations work into reviewed, practical automation using OpenAI and LLM workflows.
Analytics & Data Science
Create dashboards, forecasts, and decision layers that help leaders see what is happening and what needs attention next.
Custom ERP & SaaS
Build role-based portals, approval workflows, and internal systems around how your business actually operates.
How we work
A calm delivery rhythm from first architecture decision to handover.
The work stays structured and visible, so you understand what is being built, why it matters, and what is coming next.
Architecture-first planning
Clear project roadmap
Weekly delivery updates
Documentation and handover
Support after launch
Who we help
For teams that need clarity, not another generic software pitch.
The best projects start with a real operational bottleneck: manual reporting, disconnected data, slow approvals, or a product idea that needs a disciplined first build.
Businesses stuck with manual Excel workflows
Founders building SaaS or internal tools
Teams needing dashboards and reporting automation
Companies moving data to Azure, GCP, AWS, or Databricks
Construction and operations-heavy businesses needing ERP/workflow systems
Why TathyaForge
Built with ownership from architecture to launch.
You get a practical delivery partner who cares about the business workflow, the quality of the architecture, and whether the system will still make sense after the first launch.
Clear architecture before build decisions harden
Systems designed around business operations
Delivery with direct founder-level accountability
Maintainable code, documentation, and support paths
Process
A delivery path that stays grounded in facts.
- 01
Discover
- 02
Design
- 03
Build
- 04
Validate
- 05
Launch
- 06
Support
Solution blueprints
Common systems TathyaForge can shape and build.
Blueprint
Construction ERP Workflow System
A structured operating system for project tracking, approvals, vendors, documents, and site-to-office visibility. Designed for businesses moving beyond spreadsheets and chat-based coordination.
Blueprint
Azure / GCP / AWS Data Platform
A cloud data foundation that connects source systems, applies quality checks, and prepares trusted datasets for reporting, automation, and future AI use cases.
Blueprint
AI Document Automation
A practical workflow for intake, extraction, classification, review, and routing of business documents. Built with controls so automation supports teams instead of replacing judgment.
Blueprint
Data Science Insights Layer
A decision layer for forecasting, segmentation, anomaly detection, and operational insights. Useful when dashboards need to move from visibility to sharper recommendations.
Blueprint
SaaS MVP Build
A focused product foundation for founders who need authentication, roles, dashboards, workflows, and deployment without overbuilding the first version.
Founder-led
Senior attention stays close to the work.
TathyaForge is intentionally founder-led. You work directly with someone who can understand the business problem, challenge the scope when needed, make practical architecture decisions, and keep delivery focused on the system your team actually needs.
Tech stack
Modern tools for durable business systems.
AzureMicrosoft FabricDatabricksDelta LakeAzure Data FactoryAWSGCPOpenAILLMsRAGPySparkPythonSQLFastAPINext.jsPostgreSQLPower BIDocker
FAQ
Straight answers before the first call.
What kind of projects does TathyaForge build?
TathyaForge builds data pipelines, cloud data platforms, AI automation workflows, dashboards, custom ERP systems, SaaS MVPs, and internal business tools.
Do you work with startups and small businesses?
Yes. The work is shaped around practical scope, clear priorities, and systems that can grow without forcing a large enterprise-style engagement from day one.
Can you help with Azure, GCP, AWS, or Databricks?
Yes. TathyaForge can help design, migrate, optimize, and govern data platforms across Azure, GCP, AWS, Databricks, and related cloud services.
Can you build custom ERP or internal tools?
Yes. TathyaForge builds role-based portals, approval workflows, operational dashboards, admin panels, and custom ERP-style systems for business teams.
How do we start a project?
Start with a short discovery conversation. We clarify the workflow, data sources, users, risks, and delivery roadmap before recommending the right build path.