Real Outcomes for IT Teams
Stuck in Pilot Purgatory
Most enterprise AI pilots never make it to production. They stall in security review, get stuck waiting on data access, or die quietly when the person who championed them moves on. UniqSol AI exists to break that pattern.
How Solution Architects Moved From Stalled Pilots to Production
We work with IT managers and solution architects to take RAG and automation systems from proof-of-concept to production-ready in under 90 days, with the governance, documentation, and handoff a real enterprise environment demands.
RAG-based clinical documentation assistant: 8 months stalled, through security sign-off in the 90-day window
A solution architect at a regional healthcare network had a RAG-based clinical documentation assistant that had been in pilot for over eight months. Security review kept flagging the vector store setup, and the data team could not get a straight answer on access scopes. We came in, rebuilt the retrieval pipeline with proper access controls and audit logging, and had the system through security sign-off and into production within the 90-day engagement window.
Automation pilot that broke under real traffic: rearchitected and shipped with a clean handoff
An IT manager at a logistics firm had an internal automation pilot that worked in demos but broke under real traffic. No error handling, no monitoring, no rollback plan. We rearchitected the workflow with proper observability and failure handling, trained the internal team to own it, and shipped it to production with a clean handoff package.
Three parallel AI pilots consolidated into one production RAG system the team can maintain
A platform lead at a financial services firm had three separate AI pilots running in parallel, none of them connected to a production roadmap. We consolidated the effort into one prioritized build, cut the scope to what could actually ship, and delivered a production RAG system that the internal team could maintain without us.
The Numbers Behind UniqSol AI Deployments
Every engagement follows the same structure because consistency is what gets systems through enterprise review on the first pass.
What IT Managers Say About Working With UniqSol AI
"We had a pilot that had been stuck for the better part of a year. UniqSol AI didn't just fix the technical gaps, they gave us a system our security team could actually sign off on. That was the real unlock."
"What stood out was how little hand-holding it took. They understood our compliance constraints from the first call and built around them instead of fighting us on process."
"Our team can now maintain and extend what they built. That handoff piece is usually where these projects fall apart, and it didn't here."
Questions about how UniqSol AI delivers
How long does it take to move a pilot to production?
UniqSol AI delivers production-ready RAG and automation systems in 90 days or less through a structured three-phase engagement: architecture audit, rebuild, and production handoff. It is a fixed-scope commitment, not an open-ended retainer.
What kinds of AI pilots does UniqSol AI work with?
We work with RAG-based systems and AI automation pilots that are stalled in security review, blocked by data access issues, or breaking under real production traffic. Industries served include healthcare, logistics, and financial services, though the blockers we solve are common across enterprise IT environments.
What is included in every UniqSol AI engagement?
Every engagement includes a full architecture audit, a production-grade rebuild with proper security and observability, weekly go/no-go checkpoints, complete documentation and knowledge transfer, and direct access to the architect doing the work - no account manager layer between you and the person delivering.
Do we need to have a pilot already, or can we start from scratch?
UniqSol AI is designed for teams who already have a RAG or automation pilot but cannot get it to production. The 30-minute strategy call is still a useful conversation if you are earlier in the process and want to understand what a production-grade path would look like from your current position.
How does the handoff work at the end of the engagement?
The final phase of every engagement is a structured handoff: full documentation, runbooks, monitoring setup, and direct knowledge transfer sessions with your team. The goal is that when we leave, your team can run it, extend it, and support it without having to call us every time something changes.
Book a Call to Get
Similar Results
If you have a pilot that has stalled, or an AI initiative your team cannot get through security and compliance review, a 30-minute call is enough to tell you whether we can help and what it would take to ship in 90 days.
No generic sales deck. You will talk directly with the architect who would run the engagement.