Overnight Conviction Engine

Target intelligence
for VC & PE analysts,
ready by 08:00.

While you sleep, Devan reads the entire internet in 30+ languages for your investment target and surfaces competitors your analysts miss.

Request Pilot Analysis New to Automated Research?

How it works

Initiate. Sleep. Decide.

Send a target before you log off, and the brief is in your inbox by 08:00.

Illustration of the sources Devan reads through the night. Highlighted stars mark funding rounds at four companies the analyst's peer set missed: AgriSound, 3Bee, Edete and BloomX.

  1. You send a URL

    Add focus areas if you like. There's nothing to integrate or upload.

  2. Devan reads

    It researches the target and 25 peers across 15+ source types, in 30+ languages.

  3. The brief is in your inbox

    Every figure is linked to its source, ready for your IC memo.

Morning Brief

What you'll have by 08:00

Evidence that survives IC scrutiny. Not deck claims.

Market Validation

Cross-referenced signals from live market data, competitive intelligence, and transaction records to verify claims.

Live Market Data
Competitive Intelligence
Transaction Records

Thesis Alignment

Custom attributes mapped to your investment thesis. Track the signals that matter, not generic metrics.

SYSTEM.LOG
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Conviction Engine

A comprehensive baseline brief in hours, not weeks. Focus on thesis validation, not data collection.

SMTWTFS
Automated brief...
Deliverables

What's in your brief

Source-linked outputs ready for IC decks and memos.

[CORE] Module 01

Target company & 25 peer profiles

Prioritized profiles across products & services, strengths, weaknesses, key personnel, regions served, brand, footprint, and digital presence.

Vector Intel PEER
Quant Systems PEER
Neoforce PEER
Alpha Flow PEER
Shift Labs PEER
Target Corp PRIMARY
Signal Integrity Source-Linked
Analysis Depth 15+ Lenses
Update Logic
Real-time
[CORE]

Strategy vs. peers

Product and strategy leads, lags and parity across key dimensions such as features, pricing, go-to-market and positioning.

[CORE]

Peer identification

Accurate peer set that anchors profiles, transaction comps and custom sections.

[OPTIONAL]

Transaction comps

Recent peer transactions and rounds.

[OPTIONAL]

Regulatory & ESG

Relevant regulations, compliance obstacles, ESG flags and notable disclosures.

[CUSTOM]

Custom sections

Tailor the brief to your thesis with custom lenses and deal-specific checks.

[TECH] Export to PowerPoint, Word, PDF. Copy tables and charts cleanly. Share snippets to Teams or email. API available for programmatic access.

What came back

Comparable equity transactions

For our case study, Devan was given only the website of Beehero, a precision-pollination company a PE analyst had vetted for a deal.

Beyond the analyst's peer set

Devan · Target briefBeehero
Company Focus Disclosed funding
3Bee, beyond the analyst's peer setItaly Smart hive monitoring and biodiversity Series A · $5.27M
Grant · $2.49M
BeeflowUnited States Pollination as a service Series A · $8.3M
Seed · $3M
BeewiseIsrael Autonomous beehive management Series D · $50M
Series C · $80M
BloomX, beyond the analyst's peer setIsrael Robotic pollination Series A · $13M
Seed · $8M
Edete, beyond the analyst's peer setIsrael Mechanical pollination systems Series B · $8M upcoming
Seed · $3M

Devan found every company the analyst did, and 20 rounds to the analyst's 9. Request the full case study →

Security Clearance

Built for Investment Professionals

Enterprise-grade security. European data standards.

Minimal Data Collection

Only what's needed to create your account and deliver your brief.

Separated Architecture

Research processing isolated from user interface. No cross-contamination.

Privacy by Design

Netherlands-based with European data standards. GDPR-compliant.

On-Premise Available

Custom deployments for institutions requiring full data control.

$ Ready for your security questionnaire

INVESTMENT PROFILES

Tune the Engine to Your Mandate

Each profile optimizes the Overnight Conviction Engine for your specific investment mandate.

Profile: Alpha Available

VC & Private Equity

Objective

Deep market intelligence for deal conviction. Go beyond the data room.

Capabilities
  • ▸ Surface 2.6× more comparable transactions
  • ▸ Identify hidden market participants
  • ▸ Hours of analysis, not weeks
Profile: Bravo Available

Public Equities

Objective

Generate alpha with outside-in analysis. No company access required.

Capabilities
  • ▸ Track real-time market signals
  • ▸ Monitor hiring & expansion trends
  • ▸ Analyze digital footprint and brand
Profile: Charlie Available

Impact Investing

Objective

Values-aligned screening with auditable ESG and impact metrics.

Capabilities
  • ▸ Define custom ESG attributes
  • ▸ Monitor supply chain integrity
  • ▸ Track UN SDG alignment
Expansion Module
Profile: Delta Corporate Development
M&A intelligence Target screening Integration planning

Ready to build conviction, faster?

Submit a target. Receive your intelligence brief by 08:00.

Request Pilot Analysis

Pilot is free of charge.

Conviction isn't a feeling. It's a file.