AI Advisory

Partnering with
businesses to unlock
the power of
Artificial Intelligence.

We surface the intelligence and build the proof that makes AI investment stick across every part of the business that matters.

Get in touch

Panya Advisory brings together operational rigor and commercial instinct. The businesses that get the most from AI are not the ones with the most technology. They are the ones where strategy, execution, and go-to-market are all pointing in the same direction.

Practice Areas

What we deliver.

Pre-Diligence Investment Research

PRISM

Market intelligence for investors, acquirers, and organizations that need clarity before they act. Structured, verdict-driven, and delivered in days, not weeks.

$500K+
Typical cost of traditional commercial due diligence from top consulting firms
6 to 12 wks
Standard timeline for a traditional CDD engagement
88%
of AI claims in company pitches go unverified before diligence begins

The PRISM Model

A prism takes raw light
and refracts it into clarity.

The pre-diligence phase is underserved across every buyer type. No structured product exists for the moment before a data room opens. Mid-market PE firms, family offices, and corporate development teams all need faster, cheaper, and more operator-credible intelligence than traditional providers deliver.

Clients bring a company name, a sector, a thesis, and an investment question. Panya refracts that into a structured, actionable picture before a formal process begins.

Five Competencies

How the research gets done.

P
Profile
Define the target, the client's thesis, and the specific questions the research must answer before any work begins.
R
Research
Use AI to surface market intelligence, competitive dynamics, and operational signals from available public sources.
I
Interrogate
Apply an operator lens to stress-test what the data shows against what a real operator would ask.
S
Synthesize
Distill findings into a clear, verdict-driven point of view the client can act on.
M
Map
Identify what to prioritize in formal diligence and what questions to take to the target.

Who We Serve

Built for the moment
before the data room opens.

Private Equity
Mid-Market PE Firms
Evaluating targets before committing to a formal process. Fast, operator-credible intelligence that fits the pre-LOI timeline.
Direct Investment
Family Offices
Making direct investments without the full apparatus of a PE firm. Structured research that surfaces what matters, without the overhead.
M&A
Corporate Development
Assessing acquisition targets with limited internal research capacity. A clear picture of the market and the target before resources are committed.
Market Intelligence
Organizations Needing Clarity
Any organization that needs AI-powered market intelligence before making a significant decision, competitive, strategic, or transactional.

How We Work

Fixed fee.
Verdict-driven.
Days, not weeks.

94%
Faster Delivery
87%
Reduced Cost

Get in Touch

Tell us the target, your thesis, and your timeline. We will scope the engagement and get to work.

Start a conversation

hello@panyaadvisory.com →

About Us

A partnership built
around what works.

Panya Advisory brings together two distinct disciplines: the operational rigor to make things run and the commercial instinct to make things grow. That combination is intentional. The businesses that get the most from AI are not the ones with the most technology. They are the ones where strategy, execution, and go-to-market are all pointing in the same direction.

Our partners bring backgrounds in product, operations, marketing, sales, and business strategy. That range is the point. AI creates value across every function of a business and the work at Panya reflects that. We help organizations move from AI ambition to AI outcomes, across every part of the business that matters.

Get in Touch

Every engagement begins with a structured intake call before any work begins. Tell us what you are looking at, your thesis, and your timeline.

Email

hello@panyaadvisory.com →