Avyn.

The AI analyst
for private
markets.

Private equity · Venture capital · Private credit

Find companies that fit your investment thesis and understand why. Bring your team’s context into introductions, considered outreach and a current CRM.

We'll use your details to assess your request and contact you about Avyn. See our Privacy Policy.

Private preview for investment teams.

Explore the interactive example

One company, from assessment to relationship. No sign-up needed.

From first assessment
to lasting relationships.

Follow one company from the evidence behind its fit to an introduction, outreach and the next conversation.

  • Your investment criteria
  • Your existing CRM
  • Company research
  • Your conversations
  • Your network

Interactive example. Choose a strategy or step. All data is fictional.

Northwind Underwriting

Alex Morgan · CEO

Owner Jamie

92 / 100 fitUnder review

Northwind Underwriting. Assess. Introduction via Elena Park.

92/100

Thesis fit

Capital-efficient technology growth: $15M+ ARR, profitable or near-breakeven

Recurring insurance software with strong retention and positive cash flow. A fit for your capital-efficient growth criteria.

Supporting evidence
$42M ARR · 131% net retention · cash-flow positive
Open question
Confirm how much of the recent expansion comes from a small number of customers.
Explore the shortlist
Your investment thesis

Capital-efficient technology growth: $15M+ ARR, profitable or near-breakeven

Company / EvidenceThesis fit

  1. Northwind Underwriting

    Top match

    Vertical SaaS automating commercial-insurance underwriting.

    $42M ARR · 131% net retention · cash-flow positive

    92/ 100

  2. Cadwell Field

    Field-service platform for utilities and telecoms.

    $28M ARR · Rule of 62 · net-new logos up 40% YoY

    86/ 100

  3. Mercato Commerce

    B2B procurement infrastructure for distributors.

    $35M ARR · profitable · 45% YoY growth

    80/ 100

  4. Helvet Compliance

    Continuous compliance automation for regulated SaaS.

    $18M ARR · 124% net retention · efficient growth

    75/ 100

  5. Brightpath Payroll

    Payroll and benefits for mid-market employers.

    $22M ARR · near-breakeven · strong cohort retention

    69/ 100

Fictional companies and signals. An illustrative shortlist, not live investment research.

Investor relationship to explore

Westhaven Partners

Known portfolio links include recurring software businesses with capital-efficient growth.

Prioritized from known portfolio links, not a complete portfolio assessment.

Follow this company through the example.

Illustrative workflow, adapted from Avyn. Features and captured activity depend on connected accounts and enabled settings. CRM fields and notes depend on your integration and mappings.

Machine learning.
Investment judgment.

A correction records your judgment. A scoring update must earn its place through separate evaluation and review.

Tensor Relay

Assessment correction recorded

Initial assessment
Develops foundation models
Your correction
Routes inference across existing models. Assess as infrastructure.

  1. Assess the fit

    Score against your investment criteria, with evidence.

  2. Propose a change

    Use your corrections to refine the scoring instructions.

  3. Test separately

    Evaluate the change against a separate set of examples.

  4. Adopt if it passes

    Activate a reviewed update only when the checks pass.

Illustrative learning process and fictional feedback.

Your team’s context.
Connected.

The research behind a company. The person who can introduce you. The note from your last conversation.

Avyn brings them together, so your team can decide how to move the relationship forward.

See it in the example
  • Criteria &
    research
  • Network &
    conversations
  • CRM &
    team notes
AvynIllustrative company record

Northwind Underwriting

Insurance software · Growth equity example

Why it fits
Strong retention. Positive cash flow.
A way in
Introduction via Elena Park
Your team’s note
Confirm customer concentration and discuss the next phase of growth.
Fictional example. Available context depends on your connected accounts, data and CRM mappings.

See what Avyn surfaces
for your firm.

Bring your investment criteria. We’ll walk through how Avyn helps your team assess companies, find a way in and keep each relationship in context.

What we’ll cover

  1. Start with your criteria

    Explore how companies are assessed against the way your firm invests.

  2. Follow a company

    Look at relationship paths, outreach preparation and the next conversation.

  3. Map your team’s setup

    Discuss your connected tools, supported workflows and the context your team needs.

Request a private preview

Start with your work email. We’ll check access for your firm and guide you to the next step.

We'll use your details to assess your request and contact you about Avyn. See our Privacy Policy.

Private preview for investment teams.

Before you request access

Does Avyn replace our CRM?

Avyn works alongside supported CRMs, bringing company research and relationship context into the work around them. The fields, notes and updates available depend on your integration and mappings. We’ll discuss your existing setup in the walkthrough.

How does Avyn assess thesis fit?

Assessments use your firm’s investment criteria and supporting company evidence. Your team can correct an assessment. Proposed changes to scoring instructions are tested separately and reviewed before adoption, so one correction does not automatically change future scores.

What happens after requesting access?

We check your work email and assess your firm’s request. Existing customers can continue to their app. If your firm qualifies, you can proceed to book a walkthrough; otherwise, you can leave your details to request access through the waitlist.