AI-assisted workflow platform with real-time analytics

Shipped an automation architecture combining AI-assisted workflows, streaming analytics, and operational visualization.

AI workflows
Real-time analytics
Data pipelines

Context

Problem framing

Quantive Logic augments analyst workflows with AI while keeping humans accountable in regulated processes. Speed could not trade off against traceability.

Challenge

Constraints

Streaming analytics under two-second targets while every model-assisted step remains reversible and logged for review.

Architecture

System design

Kafka event backbone, Python stream processors, LLM orchestration with approval gates, PostgreSQL audit store, and React workflow UI with diff views before commit actions.

Delivery

How we shipped

Pilot workflows with power users; guardrails tuned from real exception patterns. Throughput improved 3.2×; manual steps reduced 52% without audit findings on trace gaps.

Related work

Enterprise Infrastructure · 2023

AxisForge Technologies

Internal operations platform with workflow automation

Shipped a role-governed operations hub with automated workflows, analytics dashboards, and optimized cloud deployment.

RBAC architecture
Workflow automation
Ops dashboards

Enterprise SaaS · 2024

Operon Cloud

Multi-tenant enterprise admin platform with secure auth

Launched a multi-tenant admin dashboard with secure authentication, reporting, and API integration infrastructure.

Multi-tenant
Secure auth
API integrations

← Back to portfolio

Engage

Discuss your system with engineering.

Share architecture constraints and success criteria. We respond with scope, risks, and an honest path forward.

Talk to Engineering

Explore capabilities