Multi-Agent Business Automation Platform

Problem

Most automation demos skip the operational details teams actually need: permissions, retries, approvals, traceability, and safe handoffs.

Solution

The platform models work as reviewable workflows with approval checkpoints, secure webhooks, structured execution logs, and screens for monitoring each step.

Timeline

System design, API contracts, orchestration, product console, release hardening.

Features

• Workflow builder with agent assignment and approval gates.
• Role-aware dashboards for operators, reviewers, and admins.
• Immutable audit timeline for prompts, outputs, approvals, and external events.
• Webhook security with signed events and replay protection.

Challenges

• Designing agent flows that can pause cleanly for human approval.
• Separating product-visible audit logs from low-level debug traces.
• Keeping webhook and communication events idempotent under retry conditions.

Results and signals

• Engineering patterns: RBAC, approvals, audit logs, signed webhooks.
• Designed for measurable workflow cycle time, retry rate, and review latency.
• Built as a recruiter-facing proof of engineering depth.

Future roadmap

• Add per-tool cost accounting and prompt/version lineage.
• Introduce organization-level policy controls for agent autonomy.
• Ship reusable workflow templates for CRM, reporting, and operations.