The work speaks for itself.

The challenge

• — Speed and consistency were the ceiling on competitive deal pursuit
• — Senior partners were the only carriers of institutional knowledge
• — 80-120 hours of analyst time per deal, every CIM
• — Knowledge trapped in a file share no one could navigate

What Kairoi built

• — Multi-agent orchestrated CIM Analysis Workflow that evaluates through the firm’s own investment lens
• — Institutional knowledge made searchable, contextual, and available at the moment of need
• — Senior partner insight embedded in the platform, not dependent on who’s in the room

The shift

Analysts stopped compiling and started pressure-testing. Senior partners stopped being the sole carriers of memory. Every deal reviewed makes the next one faster, better grounded, and more connected to what the firm already knows.

The challenge

• — Existing platform one discovered vulnerability away from a serious operational event
• — 900+ database queries per nightly sync where ~10 would suffice
• — Owner manually approving production lists 265 nights a year
• — Critical security gaps; zero test coverage across 57 data models
• — Core framework reaching end of life

What Kairoi built

• — Complete platform rebuild, every vulnerability resolved by design
• — Conversational AI planning system synthesizing sales, inventory, orders and trends
• — Automated fulfillment exports, real-time e-commerce integration, franchise-ready architecture

The shift

A platform quietly accumulating risk became a secure, intelligent operational foundation. Manual processes were automated or elevated. The owner moved from approver of a spreadsheet to governor of a system that learns from him.

The challenge

• — Interview panels without consistent evaluation frameworks
• — Scorecards in spreadsheets, feedback in email threads, candidate history in people’s heads
• — Too many mediocre candidates get through initial screenings

What Kairoi built

• — Job descriptions become living source-of-truth: scorecards and interview questions derive automatically
• — AI analysis partners with interviewers in highlighting areas to explore
• — AI synthesis of data about candidates and interview transcripts supports human decision making

The shift

A fragmented, memory-dependent process became a structured intelligence system. Every interviewer coached improves the next assessment. The firm’s recruiting history is now a compounding asset.

The challenge

• — A PE firm executing a complex workflow with no underlying systems
• — Outside consultants being the safeguard of an ad hoc internal process
• — Every new transaction executed with unique processes

What Kairoi built

• — Six working prototypes generated from a 45-minute scoping conversation, presented before the engagement formally started
• — An iterative, embedded delivery engagement with weekly demos
• — Sprint-equivalent updates shipped in 1-2 days using AI-augmented development
• — A complete AI-augmented system implemented on Compass

The shift

The pace of AI-augmented development inverted the usual project rhythm. Instead of a long requirements phase followed by a longer build, the team was responding to live feedback inside the engagement and delivering working code. The client saw their decisions reflected in working software, weekly.

The challenge

• — A privately owned operator running on an aging custom platform: security exposure, manual approvals running the business
• — One hour of recorded conversation describing how the work gets done today, plus access to the legacy software stack
• — The need: figure out (quickly and credibly) whether AI-enabled operations were a real path or a marketing pitch

What Kairoi built

• — A technical security assessment of the legacy stack
• — A Compass-AI-ready proposal with eight rich working prototypes, built from the transcript and stack alone, before contracts were signed
• — Capabilities the legacy solution couldn’t have hosted: conversational what-if planning, embedded AI assistants, automated fulfillment integration

The shift

The owner-operator went from “I’m not sure AI is real for my business” to seeing a working version of the future, built in days, not weeks. The eight prototypes weren’t a deck. They were software. The conversation moved immediately from “should we?” to “what do we ship first?”

The challenge

• — A PE firm with a 48-point Portfolio Company Intelligence framework looking to make it operational across the entire portfolio
• — An existing monthly reporting platform with structured data the firm already trusted
• — The question: could Kairoi extend the firm’s reporting platform with the Compass Portfolio Company Intelligence (PCI) process and surface a firm-wide view?

What Kairoi built

• — Initial integration with the firm’s monthly reporting feed, and a prototype PE-firm-wide command center within 2-3 days of receiving access
• — Drill-down reporting and dashboards for each portfolio company
• — Distinct lenses by fund, by industry, and by sector
• — Foundation for a complete PE Command Center supporting partners, LP communications, and the firm as a whole

The shift

A portfolio-intelligence framework that lived as a process became a platform: connected, visible, and usable by every audience the firm needs to serve. The 2-3 day prototype demonstrated the model; a follow-on engagement is scaling it.