Real Work
The Work Speaks for Itself
6+ production AI systems. Real problems. Real scale. Real results.
NRIGPT
Industry: Fintech / NRI Services · Built at YC W22 startup (raised $93M)
The Problem
NRIs face complex taxation rules across India and their country of residence. Existing resources were fragmented — scattered across government websites, CA articles, and outdated PDFs.
The Solution
- • Indexed 10,000+ documents on NRI taxation, DTAA, TDS rules
- • Conversational Q&A for complex tax questions
- • Integrated with the product for contextual help
RAG Architecture
Semantic search over 10K+ documents
Multi-Document Synthesis
Cross-reference multiple tax sources
Context-Aware Responses
Answers based on user's specific situation
Production Deployment
Serving thousands of users daily
Impact
- • Reduced support tickets for tax questions by 40%
- • Enabled self-service for complex queries
- • Serves users across US, UK, UAE, Canada, Australia, Singapore
ARS — Autonomous Replenishment System
Industry: E-commerce / Quick Commerce · Dark store (fulfillment-only warehouse) operator
The Problem
Managing inventory across 90+ dark stores in 30+ cities. Traditional methods led to stockouts during peak demand, overstocking of slow-moving items, and manual forecasting errors.
The Solution
- • ML-driven demand prediction per store
- • Automated purchase order generation
- • Real-time inventory tracking
- • Integration with supplier systems
₹100Cr+
GMV Managed
₹150Cr+
Inventory Automated
90+
Dark Stores
30+
Cities
35%
Stockout Reduction
Brix AI — Autonomous Coding Agent
Industry: Developer Tools · YC W24 Application
What We Built
- • Spec-to-code pipeline
- • Multi-file generation
- • Context-aware code synthesis
- • Test generation
What We Learned
- • Code generation ≠ code quality
- • Human review is essential, not optional
- • The real value is in the review loop
- • This shaped Proxie's "human-reviewed AI" approach
Brix taught us that autonomous AI systems need human oversight. This became a core principle at Proxie: "AI for scale, humans for soul."
proxie.in — AI Security Scanner
Industry: DevSecOps / AI Safety · Internal tool → Future SaaS
The Problem
AI-generated code is everywhere. But it often contains security vulnerabilities, deprecated patterns, subtle logic errors, and dependency issues.
The Solution
- • Scans code for security vulnerabilities
- • Detects AI-specific patterns (hallucinated APIs, etc.)
- • Integrates with CI/CD pipelines
- • Provides actionable remediation
Every deliverable we ship goes through proxie.in. It's our quality guarantee.
Fitelo — Content Marketing System
Industry: Health & Wellness · 500K+ users
The Challenge
Consumer health app needed to 3x content velocity without 3x headcount. Traditional agencies quoted ₹50L+ and 6 months.
What We Found
- • Content velocity: 5-10 pieces/week vs competitors doing 30+
- • Distribution: Not using all available channels
- • 80% of workflow could be automated
Research Agents
- • Monitor competitors daily
- • Identify trending topics
- • Track content performance
Creation Agents
- • Generate content drafts
- • Create variations per channel
- • Optimize for SEO
Distribution Agents
- • Schedule across platforms
- • A/B test headlines
- • Optimize posting times
Analytics Agents
- • Track performance metrics
- • Generate weekly reports
- • Recommend optimizations
Status
Upcoming engagement. Client has multiple projects in pipeline.
Scoped for 8-week delivery vs 6 months quoted by traditional agencies.
Customer Discovery Research
20+ founder conversations · 2 months · Fintech, E-commerce, Health, B2B SaaS
"I need competitive analysis for my Series A. McKinsey quoted $300K. I tried ChatGPT and got garbage."
— Fintech Founder
"I asked for a market landscape. Got a beautiful deck 3 months later. We'd already pivoted twice."
— D2C Founder
"Last consultant gave me a 100-page deck with SWOT analysis. I needed 5 bullets I could act on tomorrow."
— AgriTech Founder
Patterns Discovered
- • Speed > Comprehensiveness
- • Actionable > Thorough
- • Startup-native > Fortune 500 frameworks
- • Human expertise + AI scale = optimal
These insights shaped Proxie's entire positioning.
Related Reading
Building NRIGPT: Production RAG
How we built a production RAG system for NRI taxation at a YC W22 startup.
Case StudiesARS: AI Inventory Management
ML-driven demand forecasting across 90+ dark stores managing ₹100Cr+ GMV.
AI AgentsOur 15-Agent Architecture
Inside the agent swarm that powers our consulting delivery.