AI Consulting + Venture Studio

Make AI real inside your business.

Strategy, execution, and shipped AI products from operators who have built, scaled, and exited AI-native companies.

Boardroom to build systemOperators, not career advisorsMelbourne-based, global operating track record
From strategy to shipped systems

We advise leaders and build ventures. That combination changes the quality of decisions.

Athlete sprinting on a track
3 AI products live in production
Operator lens

We have owned growth, product, engineering, and M&A outcomes.

Typical work

Board alignment, AI roadmap, embedded leadership, and diligence.

Why clients call

They want AI to ship, not another deck that dies in a steering committee.

600M+

users served at companies we've led

3

AI products in production

3

successful exits

ASX-listed

leadership track record

Built and led at
AmazonRome2rioOmioRedbubbleLuxury Escapes

Leadership

Founders who can advise because they have operated.

Kairian is run by leaders who have scaled consumer platforms, built AI products, and sat inside the pressure of growth, governance, and execution.

Yesh Munnangi

Managing Partner

Yesh Munnangi

  • Former CEO Rome2rio (4X growth, 500M+ visits/year)
  • Led M&A at Omio after its Rome2rio acquisition
  • Amazon Europe operational leadership
  • Global experience leading teams across 10+ countries
  • IIT Madras + IIM Calcutta
Sam Kharazmi

Managing Partner

Sam Kharazmi

  • Former VP Product Engineering & Data Science at Redbubble
  • Chief Product & Growth Officer at Luxury Escapes
  • Founded PODlify, Penno, and AI-powered product ventures
  • PhD in ML / Information Retrieval (RMIT / NICTA)

How we work

A tight operating cadence, not a long consulting theatre production.

We move from diagnosis to delivery in clear steps so leadership sees momentum early and teams know what happens next.

01

Diagnose

Sit with leadership. Find the AI work that actually shifts revenue, cost, or speed.

02

Strategise

Shape the roadmap. Opportunities, risk, sequence, economics, and execution path.

03

Embed

Co-lead delivery. Fractional CTO, CDO, or transformation leadership when needed.

04

Sustain

Stay close as your AI advisor as the market, tooling, and governance keep moving.

Why Kairian

Work with operators, not advisors.

Most AI consultants have only ever advised. We still build. That gives us a sharper view of what is durable, what is hype, and what actually lands.

We have led through real scale.

Rome2rio, Redbubble, Luxury Escapes, Amazon, Omio. Not theory. Operating seats.

We still ship products every week.

ChannelOpt, Banksia, and Autmate keep our advice grounded in live product reality.

We know what buyers, boards, and investors care about.

Three exits between us. We understand diligence, narrative, and operating leverage.

Consulting

For boards and senior leaders who need AI to shift the business.

We work best where ambition is high, the stakes are real, and execution has to connect strategy to shipped capability.

Board & Executive Alignment

Leadership sessions that turn AI interest into a shared mandate, language, and decision frame.

AI-Native Strategy & Roadmap

Transformation blueprints for businesses moving from digital optimisation to AI-native operating models.

Execution Leadership

Embedded transformation leadership that owns delivery momentum, not just recommendation decks.

Technical Due Diligence

Assessment of data, readiness, architecture, and product leverage for acquirers and PE firms.

Who we work with

PE-backed and ASX-listed companies

For companies that need AI to move from board agenda to measured operating outcomes.

Founder-led scale-ups

For teams with traction who need AI to become a moat, not a side experiment.

Early-stage startups

For founders shaping their AI thesis and shipping the first version under startup constraints.

Engagement model

Strategic Sprints

4-12 week transformations

Embedded Leadership

6-18 month placements

Board Advisory

Ongoing AI governance

PE Due Diligence

Technical and strategic assessments

Ready to make AI ship?

We work with leaders who want AI to ship, not AI to discuss. If that’s you, let’s talk.

What services are you most interested in?