How we unified a consulting firm's fragmented operations into a single AI-enhanced platform, and what changed in their first months running it.
Thinklusive Solutions, a technology consulting firm, was running its operations across four disconnected systems: client management in one tool, project tracking in another, reporting in spreadsheets, and internal workflows over email. Every handoff between systems was a person copying data by hand.
The cost was not just hours. Numbers disagreed between systems, status questions took a day to answer, and the team's senior people spent their time reconciling data instead of serving clients.
Within the first months of going live, 60% of the team's daily manual processing was gone. Delivery cycles ran three times faster because status, data, and documents moved through the platform instead of through people. The project shipped on budget, and the four-system reconciliation problem simply stopped existing.
Technology: React, Node.js, PostgreSQL, AWS, and AI workflow automation built on LLM pipelines.
“Rottawhite didn't just write code. They redesigned how our operations work. The AI workflow they built eliminated 60% of our manual processing overnight. It felt less like hiring a vendor and more like adding a co-founder.”
We did not start with technology. We started by mapping every manual handoff in their week and asking which ones a system should own. The platform's shape came from that map, which is why adoption was immediate: it automated the exact work the team already resented doing.
Bi-weekly working demos meant Thinklusive steered the build continuously instead of discovering surprises at the end. That is the same process we run on every engagement.
Your operations next
Tell us where the hours go. A senior architect will map what is automatable in a 30-minute call, no pitch.