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VAYSONINTELLIGENCE GROUP

STRATEGIC BUYER INTELLIGENCE FOR COMPLEX TECHNOLOGY

Find the buyers that matter.

We help AI, deep-tech, and enterprise technology companies identify, prioritize, and engage the right enterprise customers, strategic partners, licensees, and acquirers.

Our work connects technical understanding, market intelligence, buyer-specific positioning, targeted outreach, and transaction readiness in one disciplined process.

For founders, boards, investors, lenders, and corporate technology owners.

Buyer Intelligence Map
Enterprise CustomerStrategic PartnerLicensee / OEMAcquirerCOREComplex TechnologyTRIGGERINTERNAL CHAMPIONBUILD VS. BUYTECHNICAL PROOF
  • Silicon Valley operator experience
  • AI, deep tech, and enterprise software
  • 100+ venture investments through fund roles
  • $500M+ in cross-border M&A and financing transactions

Experience includes company building, turnarounds, fundraising, technology commercialization, strategic exits, venture investing, and international transactions.

TWO HIGH-STAKES QUESTIONS

Who should buy—and why should they act now?

The same discipline applies whether the objective is U.S. revenue or a strategic technology transaction: identify the buyer's costly problem, the current trigger, the internal owner, and the evidence that supports action.

01 / Path

Revenue Buyers

For companies entering or scaling in the United States, we identify high-probability enterprise accounts, buyer triggers, decision makers, partners, and a buyer-specific GTM narrative.

  • U.S. market and ICP hypothesis
  • Target-account and trigger intelligence
  • Internal champion and buying-committee mapping
  • Buyer-specific messaging and outreach
  • Partner and channel logic
Explore U.S. GTM Intelligence
02 / Path

Strategic Buyers

For owners monetizing technology, we define the transferable asset, identify acquirers and licensees with a concrete product or platform gap, and prepare the proof required for technical evaluation.

  • Technology asset mapping
  • Buyer archetypes and strategic triggers
  • Build-vs.-buy rationale
  • Acquirer and licensee prioritization
  • Technical teaser and diligence readiness
Explore Strategic Buyer Search

The Problem

The problem is rarely a lack of names. It is a lack of buyer logic.

Long target lists and generic decks do not explain why a specific company should act now, who owns the problem internally, what exactly can be bought, or why acquisition or partnership is more rational than internal development.

Unclear asset or offer

The buyer cannot see exactly what is transferable, mature, or commercially relevant.

No urgency

Industry adjacency is mistaken for an active problem, deadline, or roadmap gap.

Wrong contact

Outreach targets a title instead of the person who owns the product, architecture, integration, or transaction problem.

Proof arrives too late

Marketing claims are not connected early enough to code, tests, documentation, architecture, or measurable business value.

Core Thesis

A credible buyer thesis connects five things.

01Verified technology or offer
02Expensive and urgent buyer problem
03Right internal champion
04Provable time and risk savings
05Realistic engagement or deal structure
=
A credible opportunity

Buyers do not acquire technology for the technology itself. They buy faster time-to-market, a closed product gap, lower integration cost, access to capability, and reduced execution risk.

OUR METHOD

From technical asset to credible buyer conversation.

  1. 01

    Understand the asset and objective

    Clarify the product, code, platform, IP, customer offer, strategic objective, evidence, dependencies, and limitations.

    Output

    Asset and objective map

  2. 02

    Define the buyer value

    Translate technology into a specific buyer outcome: faster launch, closed roadmap gap, lower integration cost, modernization, or reduced risk.

    Output

    Build-vs.-buy thesis

  3. 03

    Build buyer archetypes

    Define the types of organizations with a rational reason to engage before naming companies.

    Output

    Buyer archetype map

  4. 04

    Find triggers and prioritize

    Research product launches, acquisitions, modernization programs, hiring signals, platform gaps, and active expansion.

    Output

    Ranked buyer universe

  5. 05

    Map the internal path

    Identify the product, technical, operational, partnership, or corporate-development sponsor who can move the opportunity internally.

    Output

    Contact and champion map

  6. 06

    Engage with proof

    Create buyer-specific theses, outreach, discovery, demos, proof packs, and a disciplined next-step process.

    Output

    Qualified buyer pipeline

Capabilities

Focused engagements for growth and strategic transactions.

01

U.S. GTM Intelligence

Build or stress-test a first-principles U.S. GTM hypothesis: ICP, buyer triggers, decision makers, target accounts, positioning, partner logic, and an execution roadmap.

02

Strategic Buyer Search

Map technology assets, define buyer archetypes, identify strategic triggers, prioritize acquirers and licensees, and develop buyer-specific theses.

03

Transaction Readiness

Prepare a technical teaser, proof pack, discovery process, buyer-specific demo, diligence workstreams, and realistic transaction options.

Differentiation

Technology-first. Buyer-specific. Evidence-led.

01

We start with the asset, not the contact database.

Until the product, code, capability, and limits are clear, the buyer universe is guesswork.

02

We look for pain, not industry similarity.

A neighboring company without urgency is less relevant than a buyer with a costly platform or roadmap gap.

03

We connect technical and commercial analysis.

The thesis must survive questions from product, engineering, finance, corporate development, and the board.

04

We do not hide limitations.

Clear boundaries and known issues reduce uncertainty and improve technical evaluation.

05

We learn from every conversation.

Buyer search is a live hypothesis cycle, not a static spreadsheet.

CASE STUDY

From a broad AI platform to modular, buyer-ready technology assets.

Prophecta was initially described as a broad AI platform for commercial fleet management. The buyer question was more specific: what exactly could be acquired, what was proven, which modules closed a real technology gap, and which organizations had a reason to buy rather than build?

  1. Step 01

    Decomposed the platform into transferable code and architecture modules.

  2. Step 02

    Separated proven capabilities from future roadmap claims.

  3. Step 03

    Rebuilt the buyer universe around product gaps, modernization, integration, and build-vs.-buy signals.

OutcomeThe work created a clearer asset perimeter, a prioritized buyer universe, and a repeatable process for buyer-specific conversations and technical evaluation.

FOUNDER-LED ADVISORY

Operator, investor, and transaction experience—not generic lead generation.

Vasily Nikolaev is a Silicon Valley founder, CEO, venture investor, and former McKinsey consultant. He has founded, scaled, turned around, and exited technology companies across AI, deep tech, enterprise software, and scientific instrumentation. His experience spans product commercialization, fundraising, strategic partnerships, cross-border M&A, and technical, market, and financial due diligence.

  • Founded Prophecta, an AI fleet-optimization company that raised $4M and won enterprise customers in the U.S., Europe, and the Middle East.
  • Led the commercialization and strategic sale of Coda Devices, based on Raman-spectroscopy technology licensed from Duke University.
  • Served as Venture Partner at Network.VC and Quantum Wave Fund, with experience across 100+ investments and 10+ portfolio exits.
  • Earlier experience includes McKinsey, private equity, cross-border M&A, turnarounds, an IESE MBA, and an MS in Physics.

Who We Help

Best suited for complex, high-stakes situations.

We are most useful when the technology is strong but the buyer logic is not yet obvious.

FAQ

Common questions, briefly answered.

Show us the objective. We will assess who may have a rational reason to act.

Share a non-confidential summary of the technology, market, or transaction objective. We will determine whether a focused assessment is appropriate.

Please do not send source code, trade secrets, or detailed confidential architecture through the website form. An NDA can be established before deeper review.