Work

What we build

We're a new firm being built on deep engineering experience — so here are representative examples of the solutions we deliver. Real client case studies will replace these as projects go live.

Mystri AI — AI Engineering Studio

Textiles & ApparelIllustrative example

WhatsApp order & enquiry assistant

The challenge

A yarn trader was losing enquiries because staff couldn't answer WhatsApp messages fast enough, especially after hours and during peak season.

What we build

An AI assistant trained on their catalogue and stock that answers product and price questions in Tamil and English, captures buyer details, and hands complex deals to a human.

The outcome

Every enquiry answered in seconds, 24/7 — with a clean list of qualified leads for the sales team each morning.

ManufacturingIllustrative example

Invoice & PO data extraction

The challenge

An engineering unit had two people manually typing supplier invoices and purchase orders into their system — slow, and full of errors.

What we build

A document-AI pipeline that reads invoices and POs (any format), extracts line items and totals, flags mismatches, and pushes clean data into their existing software.

The outcome

Hours of daily data entry removed, far fewer errors, and staff freed up for work that actually needs a human.

Retail & DistributionIllustrative example

Sales & dispatch analytics dashboard

The challenge

A distributor ran the business on gut feel and month-end Excel reports — with no live view of sales, stock, or pending payments.

What we build

A live dashboard pulling from their billing and inventory data, with AI summaries that explain what changed and alerts for stock-outs and overdue collections.

The outcome

Daily clarity on what's selling, what's running low, and who owes money — decisions backed by data, not guesswork.

Exports & TradeIllustrative example

Export compliance & document assistant

The challenge

An exporter found export paperwork and buyer due-diligence slow, manual, and risky — one wrong classification can be costly.

What we build

An assistant that drafts export documents, runs a first-pass check on buyer and end-use risk, and produces an audit-ready summary with citations for human approval.

The outcome

Faster, more consistent paperwork with a documented trail — built on genuine in-house compliance expertise.

These are representative of what we build, not case studies of past clients. Want to be one of our first? Let's talk.

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