Northeast India
LLM Application Development across Assam
Production applications built on large language models, evaluated, guard-railed and cost-controlled from day one. Covering every district and PIN code in Assam.
- Districts
- 23
- PIN codes
- 571
- Cities mapped
- 14
LLM Application Development in Assam
Orqent Labs builds LLM applications for teams that have outgrown the prototype and need something their compliance function will actually sign off on.
Assam runs on tea, petroleum and natural gas, agriculture and handloom and silk, plantation and energy operations spread across difficult terrain, which makes remote monitoring and field-data capture the recurring need. Where llm application development earns its budget here usually follows directly from that mix.
We start from the constraint, not the capability, what the system must never do, who signs off, and what happens when it is wrong. You own the code, the models where they are open-weight, and the documentation to run it without us.
নমস্কাৰ , Nomoskar. We work in Assamese and English across Assam.
Assam coverage
- State / UT
- Assam
- Region
- Northeast India
- Districts covered
- 23
- PIN codes covered
- 571
- Cities mapped
- 14
- Working languages
- Assamese, English
What is included
- Model selection and routing across providers
- Prompt architecture with versioning
- Structured output and schema validation
- Evaluation suite run on every change
- Token cost monitoring and budget controls
- Streaming UX and graceful degradation
Districts of Assam
Every district has a coverage page listing its PIN codes.
- Barpeta22 PINs
- Bongaigaon14 PINs
- Cachar46 PINs
- Darrang26 PINs
- Dhemaji9 PINs
- Dhubri16 PINs
- Dibrugarh27 PINs
- Goalpara12 PINs
- Golaghat19 PINs
- Hailakandi19 PINs
- Jorhat30 PINs
- Kamrup73 PINs
- Karbi Anglong14 PINs
- Karimganj20 PINs
- Kokrajhar16 PINs
- Lakhimpur16 PINs
- Marigaon10 PINs
- Nagaon32 PINs
- Nalbari37 PINs
- North Cachar Hills7 PINs
- Sibsagar33 PINs
- Sonitpur42 PINs
- Tinsukia31 PINs
Other capabilities across Assam
Questions
Do you cover all of Assam?
Yes, all 23 districts and 571 PIN codes. Delivery is remote-first, so coverage is genuinely statewide rather than limited to the cities we happen to have offices in.
Which Assam sectors do you work with most?
Across Assam the economy leans towards tea, petroleum and natural gas, agriculture, handloom and silk. Plantation and energy operations spread across difficult terrain, which makes remote monitoring and field-data capture the recurring need.
Which model should we use?
It depends on the task, not on the leaderboard. We benchmark your actual workload across providers and usually end up routing, a strong model for reasoning, a cheaper one for classification and extraction.
How do you control the token cost?
Caching, routing, prompt compression and hard budget ceilings, with per-feature cost monitoring so a runaway loop shows up in hours rather than on the monthly invoice.
Can you work with our existing codebase?
Yes. Most of our LLM work lands inside an existing product rather than as a greenfield app, and we match the conventions already in your repository.
LLM Application Development in Assam
Covering all 23 districts. Tell us what you are trying to change.
Or email bd@dtrasglobal.com · call +91 74118 77878