Engineering-First Approach

From Validated Prototypes
to Resilient Systems

We architect and build AI systems that work in the real world—observable, testable, and designed for scale. Turning Concepts into Capabilities.

Agentic & LLM Systems

Autonomous Workflows

Design multi-agent workflows, RAG pipelines, and tool integrations for production AI.

Use Cases

  • Underwriting automation
  • Document workflows
  • AI tutors
  • Internal copilots

Stack

LangChainLangGraphCrewAIAutoGenOpenAIAnthropicAWS Bedrock

Cloud & Serverless Architecture

Scalable Infrastructure

AWS-centric, secure, multi-account, IaC-oriented designs for modern backends.

Use Cases

  • Event-driven APIs
  • Microservices
  • Data lakes
  • Real-time processing

Stack

AWS LambdaECS/EKSAPI GatewayStep FunctionsEventBridgeDynamoDBRDS

Data, MLOps & Observability

Data Intelligence

End-to-end pipelines from data ingestion to model serving with full observability.

Use Cases

  • Feature stores
  • Model deployment
  • A/B testing
  • Drift detection

Stack

KafkaClickHouseRedisMLflowLangSmithCloudWatchOpenTelemetry

Trading & Real-time Analytics

High Frequency

Low-latency pipelines and multi-timeframe analysis for quantitative systems.

Use Cases

  • Tick-data processing
  • Signal generation
  • Risk analytics
  • Portfolio dashboards

Stack

RustPythonTimescaleDBWebSocketsAWS KinesisApache Flink

Battle-Tested Stack

We don't chase trends. We architect on top of proven, production-grade technologies designed for scale.

AI & LLM

Orchestration & Reasoning

OpenAIAnthropicAWS BedrockLangChainLangGraphPineconeWeaviate

AWS Services

Serverless Infrastructure

LambdaECSEKSStep FunctionsEventBridgeSQSSNSAPI Gateway

Data & Storage

High-Performance Persistence

DynamoDBRDSS3KafkaClickHouseRedisElasticSearch

Observability

Deep System Intelligence

CloudWatchLangSmithOpenTelemetryDatadogGrafana

Have a Project in Mind?

Send us your brief and let's discuss how we can turn your vision into a production-ready system.

Send Your Project Brief