Agentic AI Development
Custom AI agents that handle complex workflows autonomously. From computer vision pipelines to human-in-the-loop approval systems.
AI Skincare Analysis Pipeline
Challenge
Generic skincare advice wastes money. Users need personalized routines but trial-and-error with products is expensive and time-consuming.
What We Built
- Computer vision face mesh analysis (468 landmark points)
- Deterministic skin metrics: ITA tone classification, pore density, texture scoring
- RAG-powered routine generation with 5,000+ ingredient interactions
- pH-differential ingredient sequencing algorithm
- Multi-layer validation (CV → metrics → LLM synthesis)
Results
- 90% faster analysis (<200ms vs 2-5 seconds)
- 100% reproducible skin tone classification
- 98% ingredient conflict detection accuracy
- 70% reduction in API costs ($0.0003 vs $0.001 per query)
- Personalized skincare routines based on individual analysis
Technologies: MediaPipe, Google Gemini, Pinecone RAG, FastAPI, Cloud Run
Travel AI Agent
Challenge
Flight booking requires multiple steps: search, compare prices, hold quotes, process payments. Manual workflow prone to expired quotes and booking errors.
What We Built
- Natural language flight search interface
- Amadeus API integration for real-time pricing
- Automated quote management with 29-minute expiry
- Multi-turn conversation for itinerary refinement
- Price validation before final booking
- PNR generation and booking confirmation
Results
- Natural language to flight booking workflow
- Automatic quote expiry management prevents stale prices
- Real-time inventory and pricing validation
- Complete booking lifecycle automation
- Multi-city and complex itinerary support
Technologies: Gemini AI, FastAPI, Amadeus API, PostgreSQL, Cloud Run
Customer Service Agent with Human-in-the-Loop
Challenge
Customer service requires instant responses but high-value decisions need manager approval.
What We Built
- Multi-modal agent (text + photo recognition)
- Product identification from customer photos
- CRM integration (Salesforce) for context
- Human-in-the-loop approval for orders >100 units
- Appointment scheduling and order management
- Inventory and cart management tools
Results
- Instant customer responses with accurate product info
- Photo-based plant identification and care recommendations
- Manager approval workflow for high-value orders
- Seamless Salesforce integration
- Complete order lifecycle automation
Technologies: Google ADK, BigQuery, Salesforce API, Vertex AI, Cloud Functions
Capabilities
Computer Vision + AI
- Face mesh analysis (468-point detection)
- Photo-based product identification
- Deterministic metrics before LLM synthesis
- Multi-layer validation pipelines
- Real-time image processing (<200ms)
RAG & Knowledge Systems
- Playbook-based knowledge retrieval
- Semantic product search with embeddings
- Document ingestion and chunking
- Citation and source tracking
- Multi-source knowledge synthesis
Workflow Automation
- Natural language query interfaces
- API integration (Amadeus, Salesforce, CRM)
- Multi-turn conversation sessions
- Automated booking and confirmation
- Quote expiry and state management
Human-in-the-Loop
- Manager approval workflows
- Conditional escalation rules
- Real-time notification systems
- Audit logging for compliance
- Multi-tenant organization support
Agent Architecture Patterns
Multi-Stage Pipeline (CV + LLM)
Human-in-the-Loop Approval
Travel Booking Workflow
Need Custom AI Agents?
We build autonomous agents for your specific business workflows. Whether it's computer vision analysis, document processing, customer service automation, or complex multi-step workflows with human oversight.