Areté · AI systems studio · Hyderabad
Not chatbots. Not demos. Working systems that audit, extract, and automate — proven on your own data before you commit to anything.
The proof-first offer
I build a working proof-of-concept on your real data before you commit. If it doesn’t demonstrate value, you owe nothing.
01 What I’m building
Unifies sales and inventory data across the group’s different store software systems, then hunts the leakage patterns nobody can see from inside one store — billing manipulation, inventory shrinkage, discount abuse — with rupee figures attached to every finding.
Pilot in discovery
Case management built around context preservation: scheduling, documentation, and AI summaries sharp enough to brief a newly assigned associate on any case in minutes instead of days.
Scoping
Custom extraction pipelines for businesses drowning in inconsistent invoice formats — built against each client’s real documents, not a generic template.
Discovery conversations
02 Experience
Conversational interfaces over live business databases: ask in plain English, get governed queries and grounded answers.
Agents that drive real software — exploring flows and catching regressions without hand-written test scripts.
A 24/7 assistant on a $6 server: durable git-backed memory, guarded tool calls, self-healing deploys. Small, boring, and it never loses a fact.
Python · TypeScript · Claude & Gemini APIs · agentic tool use · SQL · Linux + systemd
03 Writing
Lessons from building these systems — what worked, what broke, and what it actually cost. Published as the work happens, not as takes.
Follow along on LinkedIn04 About
Areté (ἀρετή) is the Greek ideal of excellence — a thing being the fullest expression of what it can be. It’s the standard every system that leaves this studio is held to.
I’m Rahul Vuppala. I build from Hyderabad, for businesses anywhere. If your operations run on manual busywork, messy documents, or data you can’t see across — talk to me.