AGENTIC AI · ARCHITECT · MAINTAINED · SINCE 2024-09

BrainSpark Agentic Workflow

Production agentic workflows that automate multi-step business processes, reducing manual repetitive tasks by 40% across client operations.

Overview

A scalable multi-agent platform designed for automating complex business operations such as document reconciliation, data extraction, and cross-platform sync without human intervention.

Key Metrics & Performance

40% cut Work Automation
5x faster Task Throughput
< 0.2% Error Rate

Architecture & Design

Built using the Agno (formerly Phidata) agentic framework. Incorporates stateful agent teams with specialized tools, memory stores, database access layers, and fallback consensus mechanisms.

Key Capabilities

  • Multi-agent role specialization (Planner, Worker, Reviewer, Auditor)
  • Deterministic tool calling with schema validation and retry backoff
  • Persistent memory across sessions with vector context storage
  • Full observability with tracing, cost attribution, and execution telemetry

Tech Stack & Tools

PythonAgnoLLMsDockerPostgreSQLLangChain