๐Ÿค– Service

Enterprise AI

Production-grade AI systems built around your business data and workflows.

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Hackules helps organisations move from AI experiments to dependable, measurable systems in production. We start with your business problem, map it to the right technique โ€” generative AI, classical machine learning, computer vision or NLP โ€” and deliver it with the data pipelines, evaluation, monitoring and governance needed to run it reliably at scale. Every engagement is built on private, access-controlled infrastructure so your data never leaves your control.

What's included

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LLM & Generative AI Solutions

Custom copilots, chat assistants and content automation built on open-weight or hosted models, with retrieval-augmented generation over your own knowledge base.

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Document & Data Intelligence

OCR, extraction, classification and search across contracts, forms, reports and Bangla/English documents.

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Predictive Analytics & ML

Forecasting, recommendation, risk scoring and anomaly detection models trained on your operational data.

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Computer Vision

Inspection, recognition and video analytics for manufacturing, retail, security and public-sector use cases.

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AI Integration & MLOps

Deployment on cloud or on-premise, CI/CD for models, monitoring, evaluation and cost optimisation.

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AI Strategy & Readiness

Use-case discovery, data audits, ROI modelling and roadmaps for leadership teams.

AI Research & Products

Enterprise AI, backed by our own research

Our client work is built on an in-house research lab focused on Bangla-native, low-resource and sovereign AI โ€” so the models we deploy for you are ones we actually understand end to end.

Flagship Model ยท 2026

Sangbad-SLM

0.8B parameters ยท Bangla news language model

Bangladesh's first purpose-built Bangla news language model, trained from the ground up on our own Bangla news corpus. Designed to run on modest hardware with low inference costs, it outperforms larger general-purpose models on Bangla news comprehension.

  • โœ“ Trained on a proprietary Bangla news corpus
  • โœ“ Runs on-premise on modest GPU/CPU hardware
  • โœ“ Low inference cost for national-scale deployment
01

Bangla Corpus Engine

Large-scale collection and cleaning of Bangla text, speech and dialect data โ€” the foundation for every model we train.

02

Low-Resource LLM Training

Fine-tuning and pretraining techniques optimised for limited compute, so enterprise AI stays affordable.

03

Sovereign Benchmarks

Evaluation suites built for local contexts โ€” government, healthcare and education โ€” so you can trust the numbers.

04

National Inference Pipeline

An on-shore infrastructure blueprint for public institutions: your models, your data, your servers.

2021

Founded in Dhaka as an AI research & engineering company

AWS

AWS Activate grant recipient (2023)

VC

Backed by BYLC Ventures and a Bangladesh accelerator

How we work

1

Discover

Workshops, data & security audit, success metrics.

2

Design

Architecture, threat model, proof of concept.

3

Build

Agile sprints with automated testing and scanning.

4

Operate

Deployment, monitoring, support and continuous improvement.

Ready to start with Enterprise AI?

Tell us about your goals and we'll get back to you within one business day with a plan and an estimate.

Talk to us