AI Workflow Mapping
Map manual processes, decision points, data sources, prompts, and handoffs before building.
AI assistants, workflow automation, generative website features, and integrations connected to business data, approval, and operations.
Discuss This Service
Scope, timeline, and day-of needs are discussed from the start.
Service strengths
Focused on what directly affects readiness and output quality for ai automation & assistant.
Map manual processes, decision points, data sources, prompts, and handoffs before building.
Assistants for FAQ, lead qualification, document lookup, internal support, or knowledge bases with clear source boundaries.
Generative features for websites, admin panels, CMS, or portals such as draft copy, recommendations, summaries, and content helpers.
Connect AI to webhooks, forms, CRM, spreadsheets, email, CMS, dashboards, or operational systems.
Working flow
A structured process to keep the result aligned with the target.
Define viable AI use cases, data risks, and output limits.
Prepare knowledge sources, prompts, triggers, approval, and integration flow.
Build the assistant, automation, API integration, UI, and needed logging.
Test outputs, edge cases, guardrails, fallbacks, and workflow management.
Share service context, date, budget, and main constraints so the team can read the scope before replying.
Explore the other working paths available from Dua Arah.
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Digital marketing support for audience targeting, content planning, performance ads, campaign assets, and reporting.