Industry 01

RMG & Manufacturing

Ready-made garments and manufacturing carry the country’s export book, and they generate exactly the kind of repetitive, high-volume decisions that AI is good at. We work on the factory floor and in the planning office — quality, demand and throughput — with models that earn their place on the gross-margin line.

Where AI lands
  • Computer-vision defect detection
  • Demand & order forecasting
  • Production & line analytics
  • Supplier & material intelligence
Industry 02

Banking, Fintech & NBFI

Banks, mobile financial services and non-bank financial institutions sit on rich transaction data and tight regulatory expectations. Our work here is security-first by necessity — models that reduce loss and manual effort while keeping data inside the institution and decisions auditable.

Where AI lands
  • Fraud & credit-risk scoring
  • Document & KYC automation
  • Support & agent copilots
  • Transaction & AML monitoring
Industry 03

Retail, E-commerce & Telecom

Consumer businesses live and die on retention and relevance. We build AI that understands a Bangladeshi customer base — including Bangla-language conversation — so retailers, online marketplaces and telecom operators can serve more customers with the same team.

Where AI lands
  • Recommendation & personalisation
  • Churn & lifetime-value prediction
  • Bangla-language chat & support
  • Pricing & inventory signal
The common thread

Different sectors, the same discipline.

Whatever the industry, the work follows the same shape: we start from a business problem rather than a model, we prove value in a scoped pilot before anyone signs a retainer, and the client’s data stays with the client. The sector changes the use case — it never changes how carefully we treat your data or how plainly we report what the AI is doing.

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Built for the data that actually exists.

We design around the records, systems and languages a Bangladeshi operation really runs on — not an idealised dataset. That is why our pilots ship.

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Measured against the P&L, not the demo.

Every engagement is tied to a number the business already tracks — defects caught, fraud prevented, customers retained — so success is never a matter of opinion.

Operating in one of these industries and wondering where AI fits?

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