moizuqaili
All work
AI & Agentic SystemsEnterprise SaaS

Nexus AI Studio

Visual agentic workflow orchestration

Platform
Web app
Built for
Ops and automation teams
What I delivered
Canvas UX, agent debugging, approvals
Tools
Figma, Rive, Cursor
01

Executive summary

A canvas where operations teams compose, test and monitor multi agent AI workflows without writing code.

0.0x

Faster debugging

Verified post-launch

↓0%

Model spend

Verified post-launch

1,800

Teams onboarded

Verified post-launch

02

The problem

Agent pipelines were opaque. When an agent failed, teams couldn't tell which step, which tool call or which prompt caused it.

03

Research insights

  1. 1Trust grew when users could replay a single agent step.
  2. 2Ops leads wanted approval gates, not full autonomy.
  3. 3Cost visibility per run changed which models teams picked.
04

Constraints

Non deterministic outputsStreaming tokensSOC 2 data handling
05

Interactive prototype

This is the real studio running a refund agent. Choose a test ticket, press Run test, approve it when it pauses, then open Trace to see and replay each step.

Acme Support / Refund triage agent
v14
Ready
0.0s0 tok$0.0000
≤ $200
New support ticket
Zendesk · webhook
Classify intent
gpt-5-mini · 0.2 temp
Fetch order
Shopify · orders.get
Check refund policy
claude-sonnet · RAG
Ops approval
Human · refunds over $200
Issue refund
Stripe · refunds.create
Draft reply
gpt-5-mini · brand voice
TriggerModelToolHuman· drag nodes to rearrange
Model
Check refund policy
claude-sonnet · RAG
Input
{ "docs": ["refunds_v4.md", "warranty.md"] }
Output
Run the workflow to see output
Latency
–
Tokens
–
Cost
–

1 · Canvas

Pick a test ticket at the top, press Run test and watch each step light up, stream its output and add to the cost meter. Drag nodes to rearrange.

2 · Approvals

Tickets over $200 pause at the human gate. Open Approvals, read the agent's cited reasoning, then approve or reject.

3 · Trace

See every step on a timeline with latency and tokens. Select any step and replay just that one.

06

Solution walkthrough

01

Step level replay

Every node keeps inputs, tool calls and outputs, so any step can be re run in isolation.

02

Human in the loop gates

Drag in approval nodes pause runs and notify owners in Slack.

03

Live cost meter

Tokens and spend stream beside each node while a run executes.

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