Example Engagements

Anonymized examples of workflow automations we've built. These show typical problems, solutions, and outcomes.

Marketing Agency
Professional Services
Example Engagement

Content Workflow Automation

Problem

Team spent hours weekly drafting and scheduling social media content across multiple client accounts. Content was inconsistent and deadlines were missed.

Workflow Map

Content brief → AI draft generation → Human review queue → Scheduled posting across platforms → Performance tracking

Automation Built

AI content generator integrated with scheduling tool. Drafts created from brief templates, queued for approval, and auto-scheduled on approval.

Typical Outcomes

Content output increased, time spent on drafting reduced significantly, consistent posting schedule maintained.

Stack

n8n, OpenAI API, Buffer, Google Sheets

E-commerce Shop
Retail
Example Engagement

Customer Support Automation

Problem

High volume of repeat customer questions (order status, return policy) overwhelming support staff. Customers waited hours for simple answers.

Workflow Map

Customer inquiry → AI classification → FAQ auto-response OR ticket creation → Human review for complex issues

Automation Built

AI chatbot trained on FAQs and connected to order database. Handles common questions instantly, escalates complex issues with context.

Typical Outcomes

Majority of common questions handled automatically, faster response times, support team focuses on complex issues.

Stack

Voiceflow, OpenAI API, Shopify API, Zendesk

Accounting Firm
Finance
Example Engagement

Invoice Processing Automation

Problem

Manual data entry of invoices and generating monthly reports was error-prone and slow. Staff spent days each month on repetitive data work.

Workflow Map

Invoice email received → AI extraction → Data validation → Accounting system entry → Monthly report generation

Automation Built

Documents parsed with AI, data auto-entered into accounting system with validation checks. Monthly reports auto-generated and delivered.

Typical Outcomes

Processing time reduced significantly, fewer data entry errors, reports ready automatically at month-end.

Stack

Make.com, OpenAI Vision API, QuickBooks API, Google Docs

Real Estate Agent
Real Estate
Example Engagement

Lead Intake & Follow-up System

Problem

Leads from multiple sources (website, Zillow, referrals) were tracked manually. Follow-ups were inconsistent and leads slipped through.

Workflow Map

Lead source → Unified intake → CRM entry → Immediate auto-response → Follow-up sequence → Task assignment

Automation Built

All lead sources unified into single CRM. Instant text/email response, automated follow-up sequence, and showing scheduling integrated with calendar.

Typical Outcomes

No missed leads, faster response times, consistent follow-up without manual tracking.

Stack

Zapier, Follow Up Boss, Twilio, Calendly

Service Business
Home Services
Example Engagement

Missed Call Text-Back System

Problem

Missed calls during busy hours meant lost leads. No system to capture and follow up with callers who didn't leave voicemail.

Workflow Map

Missed call detected → Automatic text sent → Response captured → Lead created → Callback scheduled

Automation Built

Missed call triggers immediate text with booking link. Responses logged, leads created in CRM, and callbacks scheduled automatically.

Typical Outcomes

Leads captured that would have been lost, faster engagement, appointments booked without phone tag.

Stack

Twilio, n8n, Google Sheets, Calendly

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