Vista Equity Partners
Ongoing · Dozens of portfolio companiesMaking AI-first the default across an entire PE portfolio
LightCI is the AI partner for Vista's portfolio. We work across dozens of companies — embedding inside each one to design, build, and ship AI-native products that transform how they compete.
Most PE-backed SaaS companies know they need AI. Very few know what to build, how to build it, or how to ship it without derailing existing product velocity. That's where we come in — we operate as the AI product team these companies don't have yet.
Pay on completion. You only pay once your customers start using the product — nothing is due before then.
Some of the Companies We're Allowed to Mention
Akuvo
RadarFirst
BigTime
WorkTango
RiskExec
RollKall
Cloud Software Group
ESO
Naviga
TripleseatHow We Work
Product ideation
We co-design the right use case for AI in each company's business. Fast, no-nonsense scoping with a clear outcome in mind — not a lab experiment. We join the product team, understand the customers, and identify where AI creates new revenue, not just efficiency.
The output isn't a strategy document or a roadmap. It's alignment on exactly what we're building and why it matters.
Rapid POC with real data
We build a functional AI prototype in 1–2 weeks using real data, then validate it with real customers. Not a demo with fake data. Not a slide deck with mockups. A working product that proves the concept or kills it fast.
This is where most AI initiatives stall — months of research, committee reviews, vendor evaluations. We skip all of that and put something in front of users.
Productionize and ship
Once proven, we harden the system for scale — optimize infrastructure, lock in security, plug into the existing stack. Weeks, not quarters. Every engagement across the Vista portfolio has moved from kickoff to production-ready in months.
We hand off or keep shipping — whatever makes sense for the company. Either way, the product is real, it's in customers' hands, and it's generating revenue.
What we learn compounds across the portfolio
Working across dozens of companies in the same portfolio gives us something no single-company AI team has: pattern recognition at scale. We see which approaches actually work in enterprise SaaS, which don't, and how to avoid the mistakes other companies are still making.
A technique that transforms product analytics at one company might reshape how a fintech handles compliance — and we're the team that connects those dots. Every company that ships makes the next one faster.
What Changes For Portfolio Companies
Before
AI is a line item on a roadmap nobody's confident about. The CTO is evaluating vendors. The board is asking questions. Product teams are experimenting with ChatGPT wrappers. Nothing is in production.
After
AI-native products in production, generating revenue. The company is positioned as an AI leader in its category. The board is excited. Customers are paying more for capabilities that didn't exist six months ago.
For the CEO
A credible AI story for the board, customers, and analysts — backed by products in market, not promises on a slide. New revenue streams that change the growth narrative.
For Vista
A proven playbook for AI transformation across the portfolio. One partner, consistent execution, compounding knowledge. Every company that ships makes the next one faster.
One team. Dozens of companies. Every one of them shipping AI in production.
Ready to build something like this?
We design and deploy AI-native systems for companies moving fast in competitive markets.
Talk to LightCI