Baycroft Technology

AI intelligence for
deep tech
decision-making.

We build AI-augmented screening tools for investors and researchers — turning complex technical material into clear, actionable verdicts.

Our Products Get in touch →
TechLens Report GO
Market87
Technical91
Strategy72
IP83
Breakthrough performance independently validated
$2.4B SAM with clear beachhead segment
Go-to-market strategy needs refinement
Strong IP moat — PCT filed across 4 jurisdictions
Verdict
GO CAUTION STOP
// Products

Two lenses. One mission.

Investment Intelligence
TechLens
AI-augmented screening for deep tech investors — from pitch deck to investment verdict in days, not weeks.
Input
Pitch Deck
→
Output
GO CAUTION STOP
  • Proprietary multi-dimensional evaluation framework
  • Scores across Market · Technical · Strategy · IP
  • Domain-calibrated AI, not generalist models
  • Structured reasoning with actionable findings
Academic Technology Scout
PaperLens
AI-powered commercialization assessment for academic papers — turning research into investment signals.
Input
Academic Paper
→
Output
INVEST PARTNER MONITOR PASS
  • Extracts findings from Methods & Results, not just abstracts
  • Scores Translation · IP Potential · Commercial Fit
  • TRL assessment with evidence anchoring
  • Expert override & collaborative review built-in
// How It Works

Rigorous frameworks.
AI-augmented execution.

TechLens
01
Upload any pitch deck
Slides, briefs, or technical summaries — TechLens parses the content automatically.
02
Proprietary signal framework
Multi-dimensional signals refined through years of real-world deep tech evaluation.
03
GO / CAUTION / STOP verdict
Dimensioned scores across Market, Technical, Strategy, and IP — with full reasoning.
PaperLens
01
Upload full paper or search
Upload a PDF or search Semantic Scholar directly — PaperLens auto-screens abstracts for commercial potential.
02
Extract & review findings
AI extracts key findings from Methods and Results. Dispute, edit, or annotate before assessment.
03
INVEST / PARTNER / MONITOR / PASS
TRL score, commercialization pathway, critical gaps, and next steps — exportable as a report.
// About

Built by people who've worked
across deep tech for over a decade.

Baycroft was founded by practitioners — not observers. Our team brings together hands-on experience in advanced manufacturing, materials engineering, venture investing, and deep tech commercialization across Asia and beyond.

Materials Engineering Advanced Manufacturing Deep Tech Investing R&D Strategy Startup to IPO Process Innovation
Current Coverage
Hong Kong · Singapore
Expanding To
Greater Bay Area · Southeast Asia
Focus Areas
New Materials · Advanced Manufacturing · AI · Biotech · Semiconductors
// Who It's For

Built for people at the
frontier of deep tech.

TechLens
Venture Capital
Deep tech focused funds that need faster, more rigorous first-pass screening of incoming deals.
PaperLens
Technology Transfer Offices
University TTOs assessing which research outputs have the clearest commercial pathway.
TechLens
Corporate VC & Open Innovation
Strategic teams evaluating startups and scouting external technology for fit against internal roadmaps.
PaperLens
Deep Tech Investors
Investors who need to move faster on academic spinouts — validating TRL and IP signal before committing.
TechLens
Family Offices & M&A Advisory
Direct investors and advisors requiring independent technical validation at the top of the funnel.
PaperLens
Research Scouts & Analysts
Teams tracking emerging science who need to rapidly pre-screen high volumes of academic output.

Ready to screen smarter?

Whether you're evaluating a pitch deck or a research paper — we'd love to show you what Baycroft can do for your team.

Get in Touch
baycroft.hk@gmail.com
18 Queen's Road Central, Central, Hong Kong