Real problems. Practical systems.
I don't want this page to feel like a trophy cabinet. The work is more useful when you can see the problem, the thinking behind the solution, and what changed.
Turning a manual lead process into an automated follow-up system
A service business was managing lead follow-up manually. New enquiries came through different channels, and keeping track of who had been contacted depended heavily on people remembering to do it.
I mapped the lead journey, structured the CRM pipeline, and built automated follow-up and internal notification workflows.
The business had a clearer process for handling new enquiries, less repetitive work for the team, and better visibility into what was happening with each lead.
Multi-Channel Ingestion
Centralized listening webhooks across inbound interfaces.
- Web Consultation Forms
- Inbound Email Routing
- Direct Partner Inquiries
Automated Triage
Instant format sanitization and contact de-duplication.
- Email & Domain Validation
- Lead Classification Filter
- Historical Record Merge
Structured Pipeline
Dynamic status allocation across business units.
- CRM Stage Assignment
- Owner Auto-Assignment
- Service Capability Tagging
Notification Matrix
Automated client touchpoints & team alerts.
- Instant Personalized Receipt
- Slack / Email Dispatch
- 48h SLA Escalation Task
Making appointment management easier for a service team
A service business was spending too much time confirming appointments, reminding customers, and following up when appointments were missed.
I designed an automated communication workflow around the booking process, including confirmations, reminders, follow-up, and CRM updates.
The team had a more consistent process and less manual administration around appointments.
Intake Booking Engine
Self-serve client availability selection with qualification criteria and intake questions.
Calendar Synchronization
Two-way practitioner calendar lock, timezone normalization, and conflict resolution.
Confirmation & Reminders
24-hour and 2-hour dual-channel SMS/Email reminders with one-click reschedule capability.
CRM Status & Re-engagement
Attendance marked automatically; automated non-arrival recovery sequence triggered if missed.
Giving a digital agency an AI layer for lead qualification
The team was receiving enquiries across multiple channels and spending time responding to questions that could be handled automatically.
I helped design an AI-powered conversation system connected to the business's knowledge and CRM workflow.
The team could handle common enquiries more consistently, qualify opportunities, and route the right conversations to people.
Context Embeddings
Custom business knowledge base grounded in verified agency past-work, service scopes, and rate parameters.
Intent & Budget Scoring
Conversational analysis extracting project readiness, technical requirements, timeline urgency, and budget fit.
Warm Partner Routing
High-value opportunities generate instant CRM briefing dossiers and ping senior partners with full conversation context.
Every project is different.
I don't use case studies to suggest that the same solution will work for everyone. The point is to show how I think:
Understand the problem
Uncovering real operational friction rather than just symptoms.
Design the system
Architecting clean blueprints before touching code or tools.
Build it
Implementing robust, stable automation and data flows.
Test it
Stress testing edge cases and verifying integrity.
Make it usable
Ensuring teams adopt and maintain the system with ease.
Have a business problem that technology might be able to solve?
Let's talk about it. No complicated pitch. Just a conversation about what you're trying to improve and whether I can help.