Deep Dives
Ambrose Upholstery Company
$130,000 Saved Annually by Automating a Broken Workflow
The Challenge
Manual administrative processes were consuming 48.8 hours weekly and costing over $130,000 annually. Quote generation alone took 65–100 minutes across six steps, 30–40% of potential customers never received follow-up, and data was re-entered across email, Google Sheets, QuickBooks, and work orders — simultaneously.
Our Approach
We built a five-phase AI-powered automation ecosystem: intelligent email parsing for instant quote generation, automated follow-up sequences with CRM priority scoring, single-entry financial integration directly into QuickBooks, predictive inventory management with vendor automation, and an intelligent customer communication layer for appointments and progress updates.
Outcomes
Quote generation time cut from 65 minutes to 5 minutes — a 92% reduction
Follow-up consistency improved from 60% to 100%, recovering $50,000+ in previously lost revenue
Invoice accuracy improved from 85% to 99%; no-show rate dropped from 15% to under 3%
Total annual value of $131,770 against a $1,200 technology cost — a 107× return on investment
Harambeans
5,000+ Applicants. 6 People. Zero Data Loss.
The Challenge
A prestigious African entrepreneur alliance ran its selective fellowship program on Excel spreadsheets — a system riddled with data integrity issues, manual data transfer, broken workflows, and communication breakdowns. With only 3 full-time staff and 3 part-time volunteers managing a three-round interview process, the fragile setup risked overlooking talent and damaging organizational credibility under pressure.
Our Approach
We implemented a three-phase integration: a custom Airtable database as the single source of truth with multi-stage pipeline tracking, Zapier automation to eliminate manual data entry and conditionally route applicants to the right interviewers, and Mailchimp for stage-specific, fellow-type-segmented communications across every round.
Outcomes
100% elimination of manual data entry across all three selection rounds
Zero data loss across 5,000+ applicants in a single cycle
6-person team confidently managed a process that previously required far more overhead
Scalable CRM infrastructure built for long-term relationship management beyond the fellowship
More Engagements
Beauty Technology
Full Product Lifecycle — Strategy to Launch
Ideation through beta launch
PLAITED
From Community Problem to Production iOS App
Haircare discovery for Black and textured hair is deeply personal and highly fragmented. Users piece together recommendations from Instagram, TikTok, group chats, and word-of-mouth because existing booking platforms reduce haircare to generic ratings — stripping out the trust, cultural context, and nuance that actually drive confident decisions. PLAITED needed more than a marketplace. They needed infrastructure built around lived experiences, community validation, and visual storytelling. The challenge was translating that insight into a focused MVP without foreclosing long-term growth.
Refined product vision with a structured MVP strategy and complete PRD
Fully designed and developed iOS application ready for App Store launch
Catering & Event Services
Custom Application Development
Implementation + rollout
Tastings
Real-Time Inventory That Eliminated Stock-Outs Across Three Cities
A premium catering company operating across NYC, LA, and Miami had zero real-time visibility into alcohol inventory. Manual, infrequent counts became outdated immediately. The result: 8–12 emergency orders monthly at 20–40% premium pricing, 10–15 hours of staff time lost to procurement firefighting, and a growth ceiling that made expansion into new markets impossible to justify.
Rush order incidents dropped from 8–12 monthly to fewer than 1 — a 95%+ reduction
Events affected by shortages fell from ~15% to under 2%