Custom Automation Service - Automate Your Workflows

If an entrepreneur "adopted" this product today, here's the realistic math.

Fermi summary

Land 35 retainer clients at $285/mo and you hit $120k ARR - but at 48% margin and $26k upfront, expected year-1 take-home is negative until month 10, and there's roughly a 1-in-6 shot you actually get there.

Market size (TAM)

$180.0M

~150k US SMBs actively seeking done-for-you workflow automation (not DIY) × $1,200/yr avg retainer spend

Year-1 ARR range

$36k - $380k

midpoint $120k

Gross margin

48%

Investment to production

$26k

Dev/tooling: $9k for intake system, automation templates library, and client dashboard. Marketing: $10k for website, LinkedIn outbound seque

Probability of success

17%

P(reaching mid case in 12 months)

Expected take-home Y1

$-15800

probability-weighted, after investment

Go-to-market motion

Outbound LinkedIn targeting ops managers at 10-50-person companies → demo showing time saved on one specific workflow → $500 setup fee + $250-350/mo retainer.

Key risks

Labor scales linearly: 'custom' means each new client is new billable hours, making this a services business not a software business - margins compress as you grow without a productized delivery playbook
API brittleness churn: automations break silently when Zapier/Make/HubSpot update their APIs, creating support debt that erodes retainer margins and triggers client cancellations
Upwork price anchoring: SMB buyers google 'automation freelancer' and find $25-35/hr overseas options, making $300/mo retainers a hard sell without a credibility moat or niche vertical focus

Generated by the Wishdeal Factory financial-analysis agent. Numbers are honest Fermi estimates, not guarantees. Real outcomes depend on the operator. The studio is bullish on the engineering quality, agnostic on the business outcome.