Models that earn their place in production.
Datum Nexus builds analytics, automation and AI systems for teams with more data than answers. We scope the real problem, ship the working thing, and stay until it holds under live traffic.
What we do
Transforming manual processes into intelligent, AI-driven workflows.
See all servicesData Analytics
Turn your data into clear insights, dashboards, and forecasts that help teams make smarter, data-driven decisions.
Automation
Take the repetitive work off your team: document handling, reconciliation, routing and approvals, wired into the systems you already run.
Artificial Intelligence
Build intelligent AI solutions, including assistants, agents, and data-driven tools that improve productivity and decision-making.
LLM Based Solutions
Retrieval, assistants and copilots grounded in your own content, built so answers stay accurate as the underlying documents change.
Speech Processing & Analytics
Transcription, speaker separation and intent detection across calls and recordings, turning conversations into data you can query.
Not sure which one you need?
Describe the problem and we will tell you whether it is a data problem, a model problem, or neither.
Expertise across technologies
We have built a team deep enough to pick the right approach rather than the familiar one. Sometimes that is a transformer; often it is a well-specified regression and a cleaner pipeline.
Not sure what your project should be built on? That is a good first conversation.
Book a consultationData and modelling
The stack we run day to day, from ingestion through to served predictions.
- Python
- PyTorch
- scikit-learn
- XGBoost
- Spark
- dbt
- Airflow
- SQL
- MLflow
Language, speech and agents
Model-backed features with evaluation and cost control designed in from day one.
- RAG pipelines
- Vector search
- Fine-tuning
- Whisper
- Speaker diarization
- Tool-calling agents
- Eval harnesses
Platform and delivery
Infrastructure sized to your traffic today and your traffic in two years.
- AWS
- Azure
- Kubernetes
- PostgreSQL
- Snowflake
- Terraform
- Docker
Featured projects
A few engagements we can talk about publicly. Each case study covers the constraints, what we changed, and what it moved.
Voice Banking
A voice interface for everyday banking. Customers check balances, move money and raise disputes by speaking, in Urdu or English, with every instruction read back before it executes.
Chatbots
Customer-facing assistants grounded in your own policy documents and product data. Answers cite the passage they came from, and stay correct when the source material changes.
Product Dormancy Predictions
Flags accounts drifting toward inactivity months before they go quiet, with the contributing factors attached to each score so retention teams know what to act on.
Marketing AI Agents
Agents that segment audiences, draft campaign variants and schedule sends across channels, with an approval gate before anything reaches a customer.
Superset Analytics
A self-serve Apache Superset deployment sitting on a governed metric layer, so teams build their own dashboards without four different versions of revenue appearing.
Tell us what you are building.
Send a few lines about the project. You will get a reply from our team within two working days.