A US-based consulting firm delivering AI solutions in highly regulated, governed, and auditable environments.

A consulting team was running discovery sessions with a state agency—but each session took a full week to turn into deliverables. By the time reports reached decision-makers, momentum had stalled. We built a pipeline that generates executive briefings, client-ready documents, and internal analysis within hours of a session ending. The team now moves at the speed of the work, not the speed of the writeup.

A financial services organization had watched their CRM erode over years of quick fixes. Contacts vanished. Automations fired incorrectly. A mass email once went to the wrong 10,000 people. Leadership couldn't trust the numbers they were reporting to partners. We reverse-engineered 900 workflows, rebuilt the data model from scratch, and handed them a migration plan that finally let them retire a system everyone was afraid to touch.

A product company was running on a tech stack that hadn't been touched in seven years. Payment integrations were end-of-life. Authentication was outdated. Every month they stayed put was another month of compounding security and operational risk. A full rebuild would have cost them a year and six figures. We brought them current in three months at a fraction of the cost—modern payment processing, enterprise-grade authentication, updated infrastructure—so leadership could stop managing risk and start planning growth.

A health and wellness platform was spending more on firefighting than on product. Servers they didn't need. Licenses no one used. Outages every day pulling engineers off the roadmap. We eliminated 70 TB of redundant data, cut their cloud bill by 28%, slashed licensing by 87%, and ended the daily outages. Engineering started shipping again—and finance got $3M back to reinvest.

A state agency had a 1,700-line requirements document that no one could use. It was technically complete, but leadership had no way to know what mattered, what was missing, or where staff were bleeding time. We built a system to cross-reference those requirements against real discovery findings—and surfaced 2,000+ hours of annual manual work hidden in the gaps. Now they know exactly where to invest.

A product team hadn't shipped a major feature in months. Every sprint got derailed by security vulnerabilities and performance issues that had piled up over years. We cleared the backlog—cut vulnerabilities by 92%, improved database performance by 47%—and gave the team a platform they could finally build on again.

A portfolio company needed real-time visibility into competitor pricing, availability, and positioning across commercial and residential markets—but the data was scattered across thousands of listing sites, marketplaces, and competitor pages. No team could keep up manually. We built an automated pipeline that scrapes, normalizes, and analyzes millions of data points weekly across every source that matters. Leadership went from gut feel to real-time market intelligence they could actually act on.