AI & ML
FOR
We don't bolt AI on at the end. Binary Quest designs, trains, and deploys machine learning and LLM systems from predictive models to retrieval-augmented assistants with private GPU infrastructure when your data demands it. Every solution integrates with your ERP, apps, and cloud stack for measurable outcomes, not demos.
Why Binary Quest is Bangladesh's Trusted AI Partner
Workflow-embedded AI
AI built into ERP, CRM, and ops screens — not a separate chatbot bolted on the side.
Bangla NLP expertise
Models understand Bengali script, phonetic Bangla, and code-switching (Banglish).
On-premise or cloud
Run AI within your own server room in Dhaka or on any cloud.
AI Lead Qualification & Enrichment
Automatically finds, qualifies, and enriches high-potential prospects, delivering sales-ready leads to your pipeline.
Measurable outcomes, not demos
We define KPIs upfront and ship AI features with monitoring so you can track accuracy, cost, and impact over time.
Enterprise AI Command Center
Adoption by sector (BD)
Inference growth
Operational highlights
On-prem GPU clusters in Dhaka & Chattogram for banks and RMG groups.
Bangla OCR pipelines clearing 4× more forms per shift vs. manual entry.
Explainable loan decisions with full audit trail for NBFI compliance.
Hybrid routing: sensitive PII on-prem, analytics in approved regions.
Document language mix
Support sentiment (sample)
Fabric defect trend (CV)
Safety compliance alerts
Anomaly detection volume
API latency profile
How we work
From discovery to deployed intelligence
Discover
Goals & data audit
Design
Architecture & metrics
Build
Train & validate
Deploy
Integrate & scale
Evolve
Monitor & retrain
Why partner with Binary Quest
Data science plus software engineering — integrated with the ERP and product stack you already run.
AI built in, not bolted on
Strategy, models, and production systems from one team — no vendor patchwork.
Full-stack delivery
One partner for data pipelines, APIs, frontends, and DevOps — reducing handoffs and accelerating time to production.
Transparent milestones
Phased delivery with defined checkpoints so you see progress, validate assumptions, and control scope at every stage.
Global reach, local team
Bangladesh-based engineering with proven delivery for international clients — competitive quality without compromising standards.
Deliverables
What you get
Capabilities we bring from product builds and custom AI engagements alike.
Private GPU infrastructure — LM Studio, vLLM, Ollama, containerised with Docker and Kubernetes
Retrieval-augmented generation (RAG) with vector databases for your own documents and data
AI-assisted CRM, ticketing, and case management embedded into real workflows
Fine-tuning and evaluation pipelines when off-the-shelf models aren't enough
On-prem and sovereign-cloud deployments for regulated industries
Model-agnostic architecture — swap providers without rewriting the app
Proof in production
Selected AI work
AI-assisted ticketing and IT infrastructure management that classifies, prioritises, and routes internal support requests automatically.
Read more →AI-enhanced CRM and a modern headless marketing site. Sales agents get next-best-action prompts and auto-summarised case notes.
Read more →Private GPU infrastructure for on-prem LLM inference, RAG, and fine-tuning. LM Studio, vLLM, Ollama, vector DBs, Docker/Kubernetes.
Read more →Technologies we master
Modern ML frameworks, cloud platforms, and integration tooling for scalable production systems.
Industries we transform
Sector-specific models, compliance-aware workflows, and integrations that respect how your business actually runs.
Questions, answered
What teams ask before starting an AI or ML initiative with us.
Ready when you are
Ready to put AI to work in your business?
Tell us about your data, systems, and goals — we will propose a practical roadmap and pilot scope.