Scenario Architecture
Routers, iterators, aggregators, data stores, and error handlers composed into scenarios that mirror how your operation actually branches, designed on the canvas so your team can read every step.
Technology PartnerMake is a visual automation platform: each scenario is a canvas an operations team can trace from trigger to final action. Its operations-based pricing can be cost-effective for branching or higher-volume workflows, depending on execution patterns and support needs. Galang AI architects, builds, and monitors those scenarios as a Make partner.
What this looks like in production
Order in
store / marketplace
Router
branch by type
Iterate
line-item handling
AI check
flag exceptions
Fulfill
ERP + notify
Visual
drag-and-drop scenario canvas
2,000+
apps and services connected
Per-op
pricing that scales with volume
What we build
Routers, iterators, aggregators, data stores, and error handlers composed into scenarios that mirror how your operation actually branches, designed on the canvas so your team can read every step.
When task-based pricing or linear Zaps stop fitting, we migrate workflows to Make scenario by scenario, using parallel runs and validation to reduce cutover risk.
LLM calls, classification, extraction, and enrichment as native scenario steps, including exception flagging that routes edge cases to a human instead of guessing.
Error handling, bounded retry logic, alerting, and run-history monitoring designed to surface failed executions promptly for triage.
Monthly retainer covering monitoring, fixes, version updates, and new scenario builds as your operation evolves.
How an engagement runs
We map your real operational flow, including the branches and exceptions everyone forgets to mention, before a single module is placed on the canvas.
Scenario architecture with error handling and volume-efficient design, tested against production data with your team watching the canvas.
Alerting and run monitoring from day one, with monthly tuning as volume grows. Your team owns the scenarios; we keep them healthy.
Common questions
Make (formerly Integromat) is a visual automation platform where workflows are built as scenarios on a drag-and-drop canvas. Compared to Zapier, Make handles complex branching more naturally and bills per operation rather than per task, which typically costs far less at high volume. Zapier counters with the largest app catalog and the gentlest learning curve. We build on both and recommend by workload.
When your workflows branch, loop, or run at volumes where per-task pricing hurts: order processing, multi-step client onboarding, content pipelines, and reporting flows that touch thousands of records. If your ops team wants to visually understand its own automation instead of trusting a black box, Make is usually the answer.
Yes. We migrate workflow by workflow with both platforms running in parallel until each scenario is validated against real data. Most migrations are motivated by cost at volume or by branching complexity, and we will tell you honestly if a migration is not worth it.
Scenario buildout sprints start at $5,000, and managed scenario retainers run $500 to $2,000 per month depending on volume and complexity. Make subscriptions are separate and typically stay modest even at significant volume thanks to operations-based pricing.
See every step of your operations, visually. Book a free intro call and we'll map where Make fits in your operation, and where it doesn't.
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Some links on this page are partner referral links. Galang AI may earn a commission if you sign up for Make through them, at no additional cost to you. Our platform recommendations are based on workload fit, not referral terms.