AI product engineering that survives production.
Design and build production AI products, model integrations, retrieval systems, agent workflows, APIs, evaluation, and reliable application layers.
ContinueReviewed buyer guide · Bangladesh
AI product development in Bangladesh: plan the system, not just the prompt.
An AI product needs a useful workflow, suitable model, reliable context, evaluation, guardrails, cost controls, and a conventional production application around it. In Bangladesh, provider access and foreign-currency operating cost may also affect architecture. Validate the riskiest behavior first, then budget in BDT with variable model usage stated separately.
Pricing review pending: this guide is available for stakeholder review but remains noindex until Binnash approves real BDT bands and their indicative USD equivalents.
Start a project
By Nazmul Alam · Reviewed
01
Decision table
Use a hosted model when speed and capability matter most; consider routing or smaller models when unit economics and latency justify added complexity; use retrieval only when the product needs grounded private or changing knowledge.
02
Timeline, inclusions, and exclusions
Include workflow discovery, prototype, evaluation set, product interface, integration, monitoring, and deployment. Separate provider usage, data labeling, specialized compliance review, and ongoing model evaluation unless explicitly scoped.
03
First-hand example
Progga demonstrates an OpenAI-compatible API with prepaid BDT access. Campaign.sh demonstrates MCP-enabled product workflows. Neither example supports a universal cost or performance claim.
Sources
Authoritative references
External facts and conversion guidance should be checked against these primary sources at decision time.
FAQ
Useful questions, answered directly.
How does Binnash price engineering work?
Binnash prices against the product stage, scope, risk, integrations, team shape, and delivery timeline. A written brief and discovery call come before any estimate. Approved price bands are published only when they are supported by real delivery data.
Can Binnash work with an existing product and team?
Yes. Binnash can audit an existing codebase, take ownership of a defined product area, or work alongside an internal product and engineering team with clear responsibilities.
Where does the work happen?
The studio works from Dhaka, Bangladesh, with remote collaboration for clients elsewhere. Meetings can be remote or arranged at the Dhaka office when appropriate.
Start with context
Have a product decision to make?
Share the current stage, constraint, timeline, and approved budget band. The senior team will reply with the right next step.