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Software your day runs on.

A software house in Lahore. We make Polaris, the ERP Pakistani shops bill and keep khata on, and we build agent systems, cloud and web software for clients anywhere, on their working hours.

Book a callAsk Polaris a question

Founder-led since 2020. The call is with the people who write the code.

  • 19Pakistani businesses run their day on Polaris
  • 157permissions gate every action in Polaris
  • 52built-in reports on the Polaris ledger
  • Since 2020building software in Lahore, Pakistan

19

Pakistani businesses run their day on Polaris.

In production today

  • LangChainagent orchestration
  • LangGraphstateful workflows
  • Google Cloudhosting and data
  • AWShosting and data
  • PostgreSQLsystem of record
  • Djangoapplication back ends
  • Vuethe Polaris front end
  • Next.jsproduct front ends

What we build

Polaris is ours. The rest is work we do for clients, from the same team and on the same stack.

Polaris ERP

Our own product. Billing, khata, stock and books for Pakistani retail. Every write is gated by a permission and logged, and a mistake caught within five minutes is undone in one step.

See Polaris

AI automation

Agents on LangGraph that read invoices, match payments and sync stock, inside the systems you already run.

How we automate

Cloud and DevOps

Deployment pipelines, monitoring and backups on Google Cloud or AWS, handed over documented.

Cloud work

Web development

Customer portals, dashboards and storefronts that work on the phone on the counter.

Web work

Interface and brand design

Screens and brand identity, drawn as tokens your engineers build from.

Design work

اس ہفتے سب سے زیادہ کون سا پروڈکٹ بکا؟

Question language

Ask Polaris in Urdu or English and the answer comes straight out of the live system of record. Billing, khata, stock and books for Pakistani retail.

See Polaris at polariserp.app

Polaris, example query

3 branches

Asked

اس ہفتے سب سے زیادہ کون سا پروڈکٹ بکا؟

Answered

Units sold and rupee value by branch for the top selling product this week
BranchUnitsPKR
Gulberg4121,284,000
DHA Phase 53771,102,500
Johar Town981,190,400

Johar Town moved 76% fewer units for nearly the same rupee value. Flagged for price override review.

Read only. A question never changes your data.

Timed before and after

Three changes we measured in systems we run. Each bar is drawn to scale, and each figure names where it was taken.

  1. Client onboarding

    2 hours down to 25 minutes

    One client's manual onboarding flow, timed before and after we automated it.

  2. Polaris report

    750ms down to 230ms

    One reporting path, after its query was reshaped. No hardware was added.

  3. Obelisk first token

    22s down to 8 to 10s

    The wait for the first streamed word, once four retrieval streams ran in parallel.

We switched from Excel last year. Reconciliation that used to eat the morning now happens before chai is finished, and our customers check their balances on their own phones.
Hassan TradersRetail, Karachi

Notes from production

What shipping agent systems and running an ERP taught us, written up in full with the code and the mistakes.

All writing

Multi-agent LLM middleware: lessons from Obelisk

The middleware chain behind more than 15 production LLM agents: model selection, summarization, tool selection, approvals and retries.

10 Jan 20266 min readMuhammad Hassan Raza

Polaris ERP architecture: scaling lessons from Pakistani retail

How Polaris ERP is built: a Vue front end on Django and PostgreSQL, tenant isolation in the ORM, connection pooling, a read replica for reports and staged deploys.

10 Dec 20247 min readMuhammad Hassan Raza

I shipped a race condition that double-charged customers, and other war stories

Five production bugs I shipped in Django, PostgreSQL and LangChain code, why each one happened, and the fix that held.

15 Nov 20257 min readMuhammad Hassan Raza

Questions we get asked

Tell us what is not working.

A 30 minute call. We look at how the work moves through your business now and tell you where the time goes.

Book a call
First reply
same working day
Hours
Set to your time zone
Built in
Lahore, Pakistan
WhatsApp+92 335-0706014