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Now booking 14-day pilots Dhaka, BD →

AI that
does the actual work.

We build workflow agents, document AI, custom AI products and বাংলা/English customer automation — with a human in the loop where it matters.

Start a 14-day pilot → See our work
University of Dhaka engineers Human-approval guardrails Live in 2 weeks
Invoice → ERP syncINV-9042.pdf
● running
Starting run…
Research and engineering track record from
University of Dhaka NeurIPS Workshop Insight 2.0 Datathon · 1st of 79 DU Centennial Research Grant Chess Studio · Live product Open source on GitHub
What we build

Not a chatbot shop. Full-stack AI automation.

We connect AI to your documents, databases, software and customer channels — so it finishes tasks instead of just answering questions.

01 — OperationsMost requested

Workflow & back-office agents

Agents that read invoices, forms and emails, validate them against your records, update your ERP or sheets, and draft reports — pausing for approval when something looks off.

TriggerEmail · PDF
Extract18 line items
Validate1 needs review
SyncERP updated ✓
02 — Knowledge

Document intelligence

Ask questions across thousands of PDFs, SOPs and contracts. Every answer cites its page.

Tier-2+ vendor contracts need Finance + Ops sign-off within 5 days.
↳ SOP_v4.2.pdf · p.38
03 — Products

Custom AI platforms & vision

Full AI products for your domain — learning platforms, AI tutors, computer vision and predictive models.

StomataAI segmenting stomata in a leaf microscope image
StomataAI · segmentation 3 stomata detected
04 — Customers

24/7 customer & order automation

Agents that reply in বাংলা, Banglish and English, check live stock and courier status, confirm COD orders, and hand complex cases to your team.

Website Messenger WhatsApp Internal tools
ভাইয়া ৫'৮", ৭৪ কেজি — কোন সাইজ নিব? অর্ডার #4821 কোথায়?
L সাইজ (Chest 42") পারফেক্ট হবে — স্টকে ৪টি আছে। #4821 আজ সন্ধ্যা ৬টার মধ্যে ডেলিভারি হবে।
If it's repetitive, it's automatable

A few things our agents can take off your plate.

Proof, not promises

Don't take our word for it. Click it.

A live product you can use right now, peer-reviewed AI research, and code you can read.

LIVE · aponchess.netlify.app

Chess Studio — an AI learning platform we designed, built and shipped end to end.

Interactive lessons, spaced-repetition opening trainer, rated puzzles, AI opponents and an automated AI game-review coach — the same engineering we bring to EdTech and custom AI products.

3,865Openings
667+Puzzles
316Drills
2500Bot ELO
Open Chess Studio ↗ View GitHub
aponchess.netlify.app
Chess Studio home screen: training paths, puzzles and Stockfish AI
Peer-reviewed research

NeurIPS Workshop paper on LLM reasoning reliability

"Unlearnable, or Unmeasured? On the Reliability of Difficulty Labels in RLVR" — how LLMs reason and verify under uncertainty.

Verify on OpenReview ↗
1st of 79 teams · 2026

Champion, Insight 2.0 National Datathon

Won at the University of Dhaka by building high-accuracy ML and retrieval pipelines under strict real-world benchmarks.

View portfolio ↗
Funded research & open source

StomataAI, GenMem & SSLR

Computer vision backed by the DU Centennial Research Grant, generative memory for AI agents, and self-supervised learning systems.

Browse repositories ↗
How it works

From bottleneck to live pilot in 14 days.

One workflow, fixed scope, tested on your real data. You work directly with the engineers building it.

01DAY 1–2

Audit & scope

Share sample files, SOPs or customer logs. We map what the AI does on its own and what needs your approval.

02DAY 3–10

Build & sandbox test

You get a private staging link. Your team tests real documents, edge cases and বাংলা/English inputs until accuracy is proven.

03DAY 11–14

Go live & hand over

We connect it to your database, ERP, website or messaging — with approval alerts, audit logs and usage controls.

Built to be trusted

Automates the routine. Escalates the rest.

An AI that invents a price or approves a wrong invoice costs you money. Ours are designed so that can't happen silently.

Grounded in your data

Agents only use approved tools and verified company data — no invented policies, prices or numbers.

One-click human approval

High-stakes actions and anything unusual are summarized and sent to the right person before execution.

Sandbox first, full audit log

Everything is tested on your real cases in staging, and every production action is logged.

Approval needed awaiting · Ops Manager
InvoiceINV-9042
Purchase orderPO #4410
Auto-synced17 / 18 items
Line 14 — quantity mismatch. Invoice shows 112 units, PO shows 100 (+12). Paused before writing to ERP.
Who we work with

Built for how Bangladeshi businesses actually run.

Operations & enterprise

Invoice and form extraction, ERP entry, SOP search, compliance checks, reporting.

E-commerce & f-commerce

Order verification, inventory sync, courier tracking, বাংলা sales on web and social.

EdTech

Learning platforms, 24/7 AI tutors and doubt-solving, automated grading, admissions.

Health, finance & services

Document intake, catalog lookup, appointment workflows, lead qualification.

The team

You talk to the people who build it.

Robotics & Mechatronics engineers at the University of Dhaka. No account managers, no subcontractors.

Md. Ajmain Istiak Apon
Md. Ajmain Istiak Apon
Co-founder · AI systems, backend & product
Robotics & Mechatronics Engineering, University of Dhaka

Insight 2.0 Datathon 2026 champion (1st of 79). Built Chess Studio, StomataAI (DU Centennial Research Grant), GenMem and SSLR.

GitHub ↗ LinkedIn ↗ Portfolio ↗
Chandak Chakma
Chandak Chakma
Co-founder · LLM reasoning, guardrails & agents
Robotics & Mechatronics Engineering, University of Dhaka

Published NeurIPS Workshop researcher on LLM reasoning reliability and RL with verifiable rewards. Leads retrieval evaluation and safety guardrails.

GitHub ↗ OpenReview ↗
PyTorchLLMs & tool-calling agentsHybrid RAGPython / FastAPITypeScript / Next.jsDocker & Cloud RunMessaging & webhook APIs
Time-back estimate

How many hours is manual work eating every month?

Move the sliders. Your 14-day pilot measures the real number on your own data.

8
3 h
60%

Estimate only · assumes 22 working days a month and 8-hour days.

Hours back every month
0
0full-time people freed up
0working days returned
Start a pilot

What should your team stop doing by hand?

Tell us the bottleneck. We reply within 24 hours with a clear 14-day pilot plan.

Email the foundersajmain.apon123@gmail.com Message on LinkedInMd. Ajmain Istiak Apon↗
Based inUniversity of Dhaka · Dhaka, Bangladesh

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