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AI systems that ship — and keep working.
In2Gravity is a software engineering consultancy in Dhaka. We build production-grade AI, machine learning, and data systems for SMEs, startups, and enterprise innovation teams — in Bangladesh and worldwide.
30+ projects delivered since 2023
We build with
- Python
- AWS
- PyTorch
- LangGraph
- PostgreSQL
- Terraform
- Docker
- React
What we do
Five capabilities, one standard.
AI Engineering
RAG systems that answer from your documents — with citations. AI agents, knowledge graphs, chatbots, LLM fine-tuning.
RAG · Agents · Fine-tuning →
Machine Learning
Recommenders, churn prediction, fraud detection, demand forecasting — trained, deployed, and monitored.
Models · MLOps · Monitoring →
Data Analytics & Dashboards
KPI definition, analysis, and decision dashboards your team actually uses — reporting on autopilot.
BI · KPIs · Reporting →
Data Management
Pipelines, warehouses, quality checks, and migrations — clean data where your models and reports need it.
ETL · Warehousing · Quality →
Cloud Integration
AWS architecture, containers, Terraform, CI/CD — infrastructure that deploys in minutes, not days.
AWS · IaC · CI/CD →
Selected work
Built, shipped, running.
Hybrid retrieval · RRF · LLM scoring
Job matching that reads like a recruiter, at machine scale
Hybrid retrieval with cross-encoder re-ranking and LLM fit-scoring — deployed on AWS with full CI/CD.
Voice + chat · ACL-RAG · SAP APIs
An omnichannel service agent that knows what it may say
Voice and chat on one LangGraph platform, with access-controlled retrieval and typed CRM/ERP tools.
How we work
Four stages. Weekly demos. No surprises.
STAGE 1
Discover
Workshop, feasibility, data check. You get a proposal and estimate in 1–2 weeks.
STAGE 2
Design
Architecture, UX, and success metrics. You get a blueprint you own.
STAGE 3
Build
Weekly demos, tests, CI/CD. You get working software from week one.
STAGE 4
Operate
Deployment, monitoring, handover or retainer. You get a system that keeps working.
Senior engineers, end to end
The people who scope your project are the people who build it. No handoffs, no account-manager layer.
Production-grade by default
Testing, CI/CD, and monitoring are included in every engagement — not sold as extras.
International delivery, Dhaka economics
Overlap hours with CET and EST, at Bangladesh rates. Founded 2023, 30+ projects delivered.
Tell us what you're trying to build or fix.
We reply within one business day.