Data pipelines and warehousing
Pull data out of the tools you already use, clean it, and land it somewhere a person or a model can actually query.
Data science & AI consulting
Your data already knows.
We build the thing that acts on it.
Cog Cloud Consulting takes messy business data and turns it into models, dashboards and AI assistants that run every day — not slide decks that sit in a folder.
Python · SQL · AWS · Azure
Remote across India
Fixed-scope pilots
What we build
Six things we get asked for most
Most work starts with one of these and grows. You can hire us for a single piece or the whole chain.
Analytics and dashboards
The numbers your team argues about, in one place, refreshed on schedule, with definitions everyone agrees on.
Machine learning models
Churn, demand, credit risk, lead scoring, maintenance windows. Trained on your history, scored against a baseline.
Assistants and document AI
Chat over your own documents, contract and invoice extraction, drafting tools — with retrieval, guardrails and evaluation.
Image and video models
Quality inspection, counting, OCR on scans and forms. Useful when the data arrives as pictures rather than rows.
MLOps and deployment
Getting a notebook into production: APIs, scheduling, monitoring, retraining, and an alert when accuracy drifts.
How we work
Small, sequenced, and reversible
Every engagement runs in the same order, so you can stop after any stage and still keep something that works.
01
Scope
We look at your data and the decision you want to improve, then write down what success would measure.
1–2 weeks
02
Prototype
A working version on real data, benchmarked against how you do it today. If it does not beat the baseline, we say so.
2–4 weeks
03
Productionise
Pipelines, deployment, access control and documentation, in your cloud account under your ownership.
4–8 weeks
04
Operate
Monitoring, retraining and changes as your data shifts — or a handover so your own team runs it.
OngoingEngagements
Three ways to start
Data audit
- Review of your data sources and quality
- Shortlist of use cases ranked by effort and payoff
- Architecture recommendation
- Written report and walkthrough
Pilot project
- One use case, taken from data to working model
- Measured against your current process
- Deployed in your cloud account
- Code and documentation handed over
Embedded team
- Data and ML engineering capacity on call
- Model monitoring and retraining
- Roadmap and reviews with your team
- Training for your in-house engineers
Tools we work in
PythonSQLPyTorch
scikit-learnSparkdbt
AirflowAWSAzure
SnowflakePower BIDocker
LangChainVector databases
Start here
Tell us the decision you want to get better at
Send a short note about your data and what you are trying to predict, automate or understand. We will reply with whether we can help, and what the first step would cost.
- Phone
- +91 95738 22723
- Based in
- Hyderabad, India — working remotely with clients anywhere
- Response
- Within one working day