Founder-led AI & data engineering · Enterprise experience from Germany

AI systems built to work beyond the demo.

Led by founder Adimurthi Adavala, we help teams turn scattered data and manual work into reliable AI applications, data platforms and automation—from the first architecture decision to production.

Work directly with the founder From first pipeline to production AI Our own AI product in production

From data to decisionsData from databases, documents and live events flows through pipelines into a trusted data platform. AI agents and assistants work on that data and deliver reports, dashboards and answers to your team.1YOUR DATA2DATA PLATFORM3AI LAYER4DECISIONSDatabasesERP, CRM, appsDocumentsPDF, Excel, emailLive eventsDevices, apps, sitesPipelines & lakehouseStreaming and batchQuality checkedAI agents & assistantsLLMs with fallbackGrounded in your dataReportsWritten for youDashboardsLive, self-serviceAnswersIn plain language

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What we do

Two ways we work with you

Bring us a data or AI problem and we engineer the solution. Or, if you build, use the product we made for construction teams.

AI & big data solutions

We design, build and run data platforms and AI applications: batch and streaming pipelines, data lakes and warehouses, and LLM assistants and AI-generated reports on top of your own data.

See our services

Pranaalika Nirman

One construction management platform for Indian builders, contractors and developers: projects, materials, labour, costs, quality and daily progress reports, with AI that drafts reports and answers questions about your sites.

Explore the product

AI & big data services

Useful AI. Reliable data. Systems you can operate.

Explore the design decisions behind the technology—from checking access to recovering a failed job. Follow an AI request or see how background work is contained.

AI solutions

LLM assistants that answer questions from your data, automated report generation, AI agents, and extraction of data from documents and websites.

AI solutions

Big data engineering

Batch and real-time pipelines with Kafka, Python and Airflow; data integration and warehousing; data quality checks and monitoring dashboards.

Big data engineering

Cloud & platforms

Cloud migration and cloud-native data platforms on Azure, with Docker, Kubernetes, Terraform, CI/CD and monitoring built in.

Cloud & platforms

Our product

Pranaalika Nirman: construction management with AI built in

Site reports live in WhatsApp groups, Excel sheets and paper. Nirman puts the whole project into one system that site teams, managers and owners all use.

  • AI Reports draft DPRs and executive, financial, labour and material reports from live project data.
  • AI Assistant answers questions like "How much cement did Block A use last week?"
  • One workspace for projects, inventory, workforce, costs, quality and site issues.
  • Web and mobile: field teams sign in with their mobile number, on site.
Pranaalika Nirman dashboard with project, task and issue counts, quick actions and recent site activity

Why Pranaalika

Direct access to the person designing your system

We run AI in production

Nirman's reports and assistant run on an AI platform we built and operate ourselves, with local open-source models and cloud models behind one interface. We bring that experience to client work.

Deep data engineering roots

Our work started in enterprise data engineering in Germany: streaming platforms, ETL pipelines, warehouses and cloud migration. We still deliver projects for clients there. AI is only as good as the data under it, so we start there.

Direct and honest

You work directly with our founder on architecture, implementation and review. We make trade-offs explicit, test failure paths and document what your team needs to run the system. Meet the founder →

Have a data or AI problem to solve?

Tell us what you are working on and we will get back to you with next steps.