Proven Results

Real engagements with measurable outcomes. From FinTech underwriting to IoT monitoring platforms, here's how we've delivered production-grade AI at scale.

System architecture diagram showing the PydanticAI agentic financial analysis pipeline on GCP VertexAI
Self-healing evaluation loop state machine diagram
AI financial processing dashboard UI showing success, pending, and human intervention status badges
Before/after comparison showing hours of manual work vs. sub-2-minute automated processing
FinTechClearco

99%

Faster Analysis

Self-Correcting AI for Automated Financial Analysis

Challenge

Clearco's underwriting team spent hours manually reviewing financial documents for each merchant application. The process was error-prone, inconsisten...

PythonFastAPIVertexAIPydanticAIGCPBigQueryCloud Run
Kubernetes-native ML revenue forecasting microservices architecture on GCP Cloud Run
Auto-scaling performance visualization showing pod count scaling to 1,000+ pods
Business metrics dashboard showing $150M origination capacity
FinTechforecasting

$150M

Origination Capacity

Scalable ML Microservice for Revenue Forecasting

Challenge

Novi Labs relied on a monolithic forecasting model that couldn't scale to meet growing demand. Deployment was manual, model updates required full syst...

KubernetesGCP Cloud RunXGBoostCatBoostSeldon CoreMLflowTerraform
AmbientAI live geospatial monitoring dashboard showing real-time events on a Mapbox world map
Kafka real-time data pipeline flow diagram
Scale metrics infographic showing 300K+ events per month, sub-second latency, and 99.9% uptime
IoT & GISAmbient AI

300K+

Events per Month

AmbientAI: Live Geospatial Monitoring from Scratch

Challenge

Ambient AI needed a full-stack platform built from the ground up to ingest, process, and visualize real-time geospatial data from hundreds of IoT sens...

DjangoReactKafkaMapboxPostGISAWSKubernetes
Computer vision defect detection pipeline for industrial inspection and certification
Multi-agent AI orchestration diagram showing five autonomous agents coordinating via an event bus
Semantic clustering visualization showing automated dataset generation
Event-driven microservices architecture diagram for the TIC platform
TIC ($400B Market)StealthCorp

100K+

Lines of Production Code

Disrupting Testing, Inspection & Certification with Agentic Systems

Challenge

The Testing, Inspection, and Certification industry — a $400B global market — still relies heavily on manual processes, paper-based reporting, and hum...

Next.jsPythonPydanticAIComputer VisionEvent-DrivenDockerGCP

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