AI Workflow Automation Across Tools, with Approvals and RetriesAhmad Muhyidin
Goal: stop retyping requests between tools. Each reaches the right person, gets approved and updates the right record; AI helps from Standard.
Related work: carrier API integrations for an insurance platform and role-based workflows in my own SaaS.
Starter: one trigger and one action between 2 documented systems, up to 5 mapped fields, one role. No AI.
Standard: up to 3 steps across 3 systems, 2 roles, one approval, failure log, one AI step.
Advanced: up to 5 steps, 3 roles, one AI step, review screen, retries, duplicate protection.
The AI step sorts requests, pulls out fields or summarizes, on your model account with a usage limit. A person approves its changes.
Not included: a chat assistant (my AI Assistant service), AI agents using your systems (my MCP Server service), undocumented APIs, bulk migration, reconciliation, maintenance.
Done when:
the agreed cases pass in one environment you own, with source, setup and recovery notes;
from Standard, the AI step passes its test inputs and changes nothing unapproved;
failures reach their owner and can be retried or recovered.
Packages: Starter $300, Standard $850, Advanced $1,600.
FAQs
Starting at$300
Duration2 days
Tags
AI Agents
Python
TypeScript
API Integration
Business Workflow Automation
Service provided by
Ahmad Muhyidin Bogor, Indonesia
AI Workflow Automation Across Tools, with Approvals and RetriesAhmad Muhyidin
Starting at$300
Duration2 days
Tags
AI Agents
Python
TypeScript
API Integration
Business Workflow Automation
Goal: stop retyping requests between tools. Each reaches the right person, gets approved and updates the right record; AI helps from Standard.
Related work: carrier API integrations for an insurance platform and role-based workflows in my own SaaS.
Starter: one trigger and one action between 2 documented systems, up to 5 mapped fields, one role. No AI.
Standard: up to 3 steps across 3 systems, 2 roles, one approval, failure log, one AI step.
Advanced: up to 5 steps, 3 roles, one AI step, review screen, retries, duplicate protection.
The AI step sorts requests, pulls out fields or summarizes, on your model account with a usage limit. A person approves its changes.
Not included: a chat assistant (my AI Assistant service), AI agents using your systems (my MCP Server service), undocumented APIs, bulk migration, reconciliation, maintenance.
Done when:
the agreed cases pass in one environment you own, with source, setup and recovery notes;
from Standard, the AI step passes its test inputs and changes nothing unapproved;
failures reach their owner and can be retried or recovered.
Packages: Starter $300, Standard $850, Advanced $1,600.
FAQs
$300