Private Equity & Value Creation

We design every engagement to deliver real value early, whether the work is at the PE firm level or inside a portfolio company. Most portfolio company engagements produce their first solution within four to eight weeks of kickoff, with additional solutions following close behind. Portfolio-wide reporting takes longer to assemble because of the coordination across multiple companies, but we design the rollout so the first companies are reporting and adding value before the last ones are even integrated.

No. Each portfolio company keeps the systems already running its business. We build a centralized data foundation underneath that pulls data from those systems, so the company keeps operating in the tools it knows while the PE firm gets a unified view across the portfolio. System changes only come into play when there's a clear business case, and even then it's a separate conversation from the analytics work.

Off-the-shelf PE platforms come with built-in assumptions about how a portfolio should be reported and run. Those assumptions rarely match the reality of any one portfolio company, much less an entire portfolio of businesses across different industries, geographies, and operating models. We build tailored solutions that fit how each portfolio company actually works, then connect them into a portfolio-wide view that uses the language and metrics your firm already uses.

Yes, with the right setup. Pre-deal work requires close coordination with your deal team, gaining access to the target's data, working within tight deal timelines, and using big data and AI techniques to surface insights quickly enough to be factored into the investment thesis. When we work hand in glove with the deal team, the result is sharper conviction on opportunities and risks that other bidders may not have spotted.

There are three common approaches. A decentralized approach lets each portfolio company run its own analytics stack and offers maximum flexibility, but makes it harder to share solutions across the portfolio. A centralized approach puts everything onto a single stack run by the PE firm, which reduces cost and makes solution sharing easy but places a heavy burden on the PE firm itself. A hybrid approach, where portfolio companies run their own analytics but stick to a predetermined set of best-in-class tools, tends to give mid-cap firms the best balance — portfolio companies retain initiative on the tools they use, while a consistent technology baseline makes it straightforward to onboard new companies and replicate solutions across them.

Management teams at portfolio companies are the ones who have to live with and benefit from the analytics work, so we treat that relationship as central, not secondary. We engage management as the primary day-to-day stakeholder on every portfolio company engagement, get clear alignment on priorities before we build, and make sure each solution we deliver is something the management team actively wants and will use. The PE firm stays in the loop on progress and outcomes, but the work itself is built around the management team's reality.

Successful solutions become playbooks. When we build something at one portfolio company that's delivering real value, we capture the underlying logic, data structure, and design patterns in a way that lets us redeploy it elsewhere with less time, effort, and cost than the original build. The result is that a quote calculator built for one portfolio company can be adapted for another in a fraction of the time, and a profitability analysis built for one becomes a template the next portfolio company can stand on.

The speed depends on the data infrastructure already in place, but in most cases we can have a new portfolio company integrated into the reporting layer within four to six weeks. For tuck-in acquisitions, where the data is being absorbed into an existing portfolio company, we typically work alongside the integration team to ensure the new company's data flows into the same foundation from day one, so leadership doesn't lose visibility during the integration period.

PE portfolios are rarely homogeneous, and we design our work accordingly. Each portfolio company engagement starts with a focused effort to understand the business model, key value drivers, and operational rhythm before any technical work begins. We've delivered work across logistics, manufacturing, financial services, hospitality, and retail and consumer businesses, so the team brings both technical depth and industry pattern recognition into every engagement. The data foundation underneath stays consistent, but the analytics and solutions on top are always tailored to the specific business.