Scorpion Capital · research-note
Berkeley Lights (BLI)
158 pages · 3 arc beats · 2 loops
Berkeley Lights (BLI)
Scorpion Capital · 2021-09 arc beats above · slides in the middle · loops below · scroll → 2 LOOPS
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Deck intelligence map
3 coverage by narrative range · generated from this deck JSON
Narrative range 187 total
Metadata
Components
Metrics
Tools
Frameworks
Beats
Loops
Critique of Berkeley Lights 19 slides 100% 19/19 slides 100% 19/19 slides · 152 hits — 0/19 slides
31.6% 6/19 slides 89.5% 17/19 slides 100% 19/19 slides · 29 hits — 0/19 slides
Exposure of Contradictions 59 slides 100% 59/59 slides 100% 59/59 slides · 430 hits — 0/59 slides
5.1% 3/59 slides 39% 23/59 slides · 24 hits 100% 59/59 slides · 103 hits 11.9% 7/59 slides Testimonials from Customers and Former Employees 109 slides 100% 109/109 slides 100% 109/109 slides · 863 hits — 0/109 slides
1.8% 2/109 slides 22.9% 25/109 slides · 26 hits 100% 109/109 slides · 143 hits 8.3% 9/109 slides Slide inventory
158 every slide · same image gating as the playbook
01
The slide functions as a short-seller report cover page, establishing the negative sentiment and key financial metrics.front_matter
03
The slide uses aggressive, accusatory language ('tricked', 'lemon', 'fraud', 'vaporous') to frame the research findings.front_matter
05
The slide lists specific negative feedback from major industry players (Lonza, Samsung, CZ Biohub, UCSF/NIH, Gingko) regarding BLI technology.summarize
06
The slide acts as a summary of a research section rather than a standard TOC.summarize
07
This slide functions as a list of pain points/criticisms of the BLI instrument.summarize
08
The slide uses aggressive, emotive language ('raging dumpster fire', 'prima facie absurdity') to frame the company as a failing investment.expose_contradiction
Open slide detailBeat · Critique of Berkeley Lights
09
The slide uses a 'fraud-exposure' framework to highlight the company's use of 'nonsensical phrases' and 'newly-invented words'.name_villain
Open slide detailBeat · Critique of Berkeley Lights
10
Uses a short-seller narrative style, citing a Barron's headline and a stock chart to illustrate the 'inevitable' failure of companies in this sector.name_villain
Open slide detailBeat · Critique of Berkeley Lights
11
Uses competitive product imagery to undermine the company's proprietary technology claims.name_villain
Open slide detailBeat · Critique of Berkeley Lights
12
The slide uses a confrontational tone to expose a perceived lack of product differentiation.name_villain
Open slide detailBeat · Critique of Berkeley Lights
13
Uses a 'before-after' style comparison to demystify proprietary technology.name_villain
Open slide detailBeat · Critique of Berkeley Lights
14
Uses historical precedents (Affymetrix, Fluidigm) to frame BLI as a potential failure.name_villain
Open slide detailBeat · Critique of Berkeley Lights
15
The slide uses a 'canary in the coal mine' metaphor to frame the comparison as a warning signal for investors.preempt_rebuttal
Open slide detailBeat · Critique of Berkeley Lights
16
Uses the 'argument-from-analogy' framework to predict stock performance based on hardware resale value.name_villain
Open slide detailBeat · Critique of Berkeley Lights
17
Uses a 'bull case vs reality' framing to expose a contradiction in the company's narrative.expose_contradiction
Open slide detailBeat · Critique of Berkeley Lights
18
The slide uses a table to show the reduction in shareholdings for major investors like Celesta Capital, Sequoia, and Nikon.expose_contradiction
Open slide detailBeat · Critique of Berkeley Lights
19
Uses red annotations and circles to highlight stagnation in bar charts.expose_contradiction
Open slide detailBeat · Critique of Berkeley Lights
20
The slide uses a bearish tone to frame the company's revenue composition as a sign of business failure.expose_contradiction
Open slide detailBeat · Critique of Berkeley Lights
21
The slide uses a table to highlight the discrepancy between the growing installed base and declining/stagnant recurring revenue per machine.expose_contradiction
Open slide detailBeat · Critique of Berkeley Lights
22
The slide uses a combination of a stacked bar chart and a data table to highlight financial discrepancies.expose_contradiction
Open slide detailBeat · Critique of Berkeley Lights
23
Uses PubMed search volume as a proxy for research validation and commercial traction.expose_contradiction
Open slide detailBeat · Critique of Berkeley Lights
24
Uses a side-by-side comparison structure to contrast official company announcements with alleged internal realities.expose_contradiction
Open slide detailBeat · Critique of Berkeley Lights
25
Uses a combination of screenshot evidence and CEO quotes to build a case of corporate misrepresentation.expose_contradiction
Open slide detailBeat · Critique of Berkeley Lights
26
The slide uses quotes from former employees to build a narrative of incompetence and cultural misalignment.name_villain
Open slide detailBeat · Critique of Berkeley Lights
27
The slide uses testimonials to frame the company as a 'solution in search of a problem'.name_villain
Open slide detailBeat · Exposure of Contradictions
28
Uses a 'finger in the dike' metaphor to describe the guidance; compares BLI to FLDM (Fluidigm) as a valuation benchmark.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
29
The slide uses a strong, aggressive tone typical of short-seller research reports.show_valuation_bridge
31
The slide uses strong, emotive language ('flop', 'scathing', 'mind-numbingly difficult') to frame the problem.diagnose_problem
32
The slide presents a series of critical testimonials from industry experts/employees, framing the company as a failing investment.name_villain
33
The slide uses strong, emotive language ('debacle', 'farce', 'tricked', 'loathes') to frame the product as a failure.diagnose_problem
34
The slide uses strong, negative language to frame the subject as a failed product/vendor.expose_contradiction
35
The slide presents qualitative expert testimony to build a case against the target company's product viability.diagnose_problem
36
The slide uses a 'villain critique' style to undermine the value proposition of the BLI machine through expert testimony.diagnose_problem
Open slide detailBeat · Exposure of Contradictions
37
The slide highlights significant customer dissatisfaction, specifically citing high upfront costs, high maintenance, low usage rates, and failure to deliver prodiagnose_problem
Open slide detailBeat · Exposure of Contradictions
38
The slide presents qualitative evidence from expert consultations to build a bearish case against BLI.summarize
Open slide detailBeat · Exposure of Contradictions
39
The slide uses a 'villain' narrative style to discredit the technology through expert testimony.diagnose_problem
Open slide detailBeat · Exposure of Contradictions
40
The slide uses bold text to emphasize critical negative sentiment from interviewees.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
41
The slide title mentions 13 customers, but the list contains 17 items (A-Q).appendix
Open slide detailBeat · Exposure of Contradictions
42
The slide uses a 'villain critique' style to highlight product failure and user friction.expose_gap
Open slide detailBeat · Exposure of Contradictions
43
The slide uses highlighted text to emphasize key points of friction and resistance.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
44
The slide uses a 'villain' framing technique to highlight product deficiencies through expert testimony.diagnose_problem
Open slide detailBeat · Exposure of Contradictions
45
The slide uses a Q&A format to validate the difficulty of the instrument and the resulting headcount requirement.diagnose_problem
Open slide detailBeat · Exposure of Contradictions
46
The slide uses a direct expert quote to validate the thesis that cost is a primary barrier to sales.name_villain
Open slide detailBeat · Exposure of Contradictions
47
The slide uses a Q&A format to expose the failure of the Berkeley Lights system to deliver on its value proposition.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
48
The slide uses a series of quotes to undermine the 'revolutionary' marketing of the BLI system.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
49
The slide uses direct quotes from an expert consultation to undermine the company's market positioning.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
50
The slide uses a 'villain critique' style to highlight the failure of the product to achieve operational status within a major pharma account.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
51
The slide uses a testimonial-based critique format to undermine the value proposition of the subject company.name_villain
Open slide detailBeat · Exposure of Contradictions
52
The slide highlights the 'status quo bias' and 'loss aversion' among scientists.expose_gap
Open slide detailBeat · Exposure of Contradictions
53
The slide uses a series of pull-quotes to highlight specific pain points and resistance from potential end-users.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
54
The slide uses direct quotes to frame the problem of usability and ecosystem integration.diagnose_problem
Open slide detailBeat · Exposure of Contradictions
55
The slide uses highlighted text to emphasize key negative sentiments regarding the company's future.introduce_nominees
Open slide detailBeat · Exposure of Contradictions
56
The slide uses a series of bulleted quotes to build a case against the company's current go-to-market strategy.diagnose_problem
Open slide detailBeat · Exposure of Contradictions
57
Uses Q&A format to validate the expert's negative thesis on market size.name_villain
Open slide detailBeat · Exposure of Contradictions
58
The slide uses a series of Q&A and direct quotes to highlight negative user experience and reliability concerns.illustrate_case
Open slide detailBeat · Exposure of Contradictions
59
The slide uses a testimonial-based critique structure to undermine the competitor's product.name_villain
Open slide detailBeat · Exposure of Contradictions
60
The slide uses a 'villain critique' style to undermine the value proposition of the Berkeley Lights platform.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
61
The slide uses Q&A transcripts to highlight internal dissatisfaction and low usage rates.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
62
The slide uses direct quotes from a consultation call to highlight the unreliability of the BLI system.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
63
The slide presents interview transcripts highlighting operational failures and low recovery rates.expose_gap
Open slide detailBeat · Exposure of Contradictions
64
The slide uses direct quotes from an expert consultation to highlight a critical product failure.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
65
The slide uses a Q&A format to highlight a discrepancy between marketing claims and technical reality.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
66
The slide uses a Q&A transcript format to highlight negative expert sentiment regarding the subject company's technology.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
67
The slide uses a Q&A format to highlight technical failures and lack of reliability in the subject's equipment.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
68
The slide uses a Q&A transcript format to validate the negative thesis about the company's product performance.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
69
The slide uses a 'villain critique' structure to undermine the value proposition of the subject company's technology.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
70
The slide uses a Q&A format to highlight negative customer sentiment and lack of ROI.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
71
The slide uses a Q&A format to present qualitative evidence against the subject company.name_villain
Open slide detailBeat · Exposure of Contradictions
72
The slide uses a Q&A format to document expert feedback on instrument performance.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
73
The slide uses a Q&A format to validate the thesis that the machine failed to scale due to reliability concerns.summarize
Open slide detailBeat · Exposure of Contradictions
74
Transcript of expert consultation call.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
75
The slide uses a Q&A format to present expert testimony as evidence of product failure.expose_contradiction
Open slide detailBeat · Exposure of Contradictions
76
The slide uses a Q&A format to highlight expert skepticism regarding cost-efficiency and market size.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
77
The slide uses a Q&A format to build a case for a failed capital expenditure.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
78
The slide uses a 'villain' narrative structure to highlight product immaturity and failure to meet enterprise-grade expectations.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
79
The slide uses a Q&A format to highlight specific failures of the technology, specifically high candidate loss and a 50% error rate in automated processing.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
80
The slide uses a Q&A format to systematically dismantle the value proposition of the Berkeley Lights (BLI) platform.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
81
The slide uses expert interview transcripts to validate the relationship between IQVIA and Berkeley Lights.cite_precedent
Open slide detailBeat · Testimonials from Customers and Former Employees
82
The slide uses direct quotes from an IQVIA executive to discredit the competitor's product.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
83
The slide uses a Q&A format to validate the thesis that BLI is an outlier in negative customer sentiment.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
84
The slide uses a series of quotes to build a negative narrative about the subject company's market position.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
85
The slide uses a Q&A format to present negative expert sentiment regarding Berkeley Lights' market penetration and product efficacy.expose_gap
Open slide detailBeat · Testimonials from Customers and Former Employees
86
The slide uses highlighted text blocks to emphasize key negative quotes from expert consultation calls.illustrate_case
Open slide detailBeat · Testimonials from Customers and Former Employees
87
The slide uses a series of pull-quotes to build a case against the company's product viability.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
88
The slide uses a series of pull-quotes to highlight specific pain points regarding instrument reliability and algorithmic performance.diagnose_problem
Open slide detailBeat · Testimonials from Customers and Former Employees
89
The slide uses a 'villain_critique' structure to systematically dismantle the target company's value proposition using primary source expert testimony.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
90
The slide uses a series of bolded claims followed by supporting quotes from a consultation call.preempt_rebuttal
Open slide detailBeat · Testimonials from Customers and Former Employees
91
The slide uses a Q&A format to highlight negative sentiment and low utilization rates.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
92
The slide uses a Q&A format to highlight the expert's negative experience with the product's usability and utility.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
93
The slide uses yellow highlighting to emphasize critical negative feedback from the expert.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
94
The slide uses Q&A format to validate the TAM estimate.preempt_rebuttal
Open slide detailBeat · Testimonials from Customers and Former Employees
95
The slide uses a Q&A format to expose the gap between the product's marketing claims and the user's actual experience.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
96
The slide uses a Q&A format to present expert testimony criticizing the company's product.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
97
The slide uses a Q&A format to highlight competitive threats to BLI.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
98
The slide uses a Q&A format to highlight specific failures of the product.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
99
The slide uses direct quotes from an expert consultation to highlight product deficiencies.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
100
The slide uses direct quotes from an expert consultation to undermine the efficacy of the subject's technology.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
101
The slide uses a Q&A format to validate the high cost of ownership and operational friction.diagnose_problem
Open slide detailBeat · Testimonials from Customers and Former Employees
102
The slide uses a Q&A format to highlight negative feedback from a former executive at Harbour Biomed regarding the utility of the Berkeley Lights machine.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
103
The slide uses a Q&A format and direct quotes to highlight negative customer experiences with BLI.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
104
The slide uses direct quotes from an expert consultation to undermine the value proposition of the product.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
105
The slide uses a 'villain critique' structure to undermine the target company's value proposition by citing a high-profile industry expert.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
106
The slide uses Q&A excerpts to highlight negative expert sentiment regarding price-to-value ratio and future competitive threats.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
107
The slide uses a Q&A format to validate the thesis that the product is overpriced and has a niche market.diagnose_problem
Open slide detailBeat · Testimonials from Customers and Former Employees
108
The slide uses a Q&A format to highlight negative expert sentiment regarding ROI and utility of the Beacon machine.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
109
The slide uses expert interview quotes to frame the customer as a non-diligent, spendthrift entity.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
110
The slide uses a 'quote-analysis' structure to undermine the credibility of the product by highlighting that even a customer who bought the product does not endexpose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
111
The slide uses direct quotes from a former employee to highlight product failure, lack of publishable data, and customer churn to competitors like 10X Genomics.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
112
The slide uses redacted quotes to establish credibility and provide critical market intelligence.illustrate_case
Open slide detailBeat · Testimonials from Customers and Former Employees
113
The slide uses a Q&A format to document expert feedback on product performance.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
114
The slide uses a 'quote-critique' structure where the headline summarizes the expert's negative sentiment, followed by specific excerpts from the interview.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
115
The slide uses highlighted text to emphasize key pain points regarding time-to-value and customer frustration.expose_gap
Open slide detailBeat · Testimonials from Customers and Former Employees
116
The slide uses a Q&A format to validate the claim that the instrument is difficult to use and counter-productive to project speed.diagnose_problem
Open slide detailBeat · Testimonials from Customers and Former Employees
117
The slide uses direct quotes from an expert consultation to frame the instrument as unreliable for high-stakes scientific work.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
118
The slide uses a Q&A format to validate the thesis that the technology lacks credibility in academic circles.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
119
The slide uses a 'pull-quote' structure to validate the problem statement.diagnose_problem
Open slide detailBeat · Testimonials from Customers and Former Employees
120
The slide uses highlighted text to emphasize critical failure points in the expert's narrative.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
121
The slide presents two distinct quotes from an expert source regarding contamination issues.expose_gap
Open slide detailBeat · Testimonials from Customers and Former Employees
122
The slide uses verbatim quotes from an expert consultation to highlight a fundamental flaw in the company's product strategy.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
123
The slide uses direct quotes from an expert consultation to validate negative feedback regarding the product's usability and performance.diagnose_problem
Open slide detailBeat · Testimonials from Customers and Former Employees
124
The slide uses highlighted expert quotes to frame AbCellera as a superior business model competitor.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
125
The slide uses expert quotes to frame competitive threats from lower-cost, simplified instruments.preempt_rebuttal
Open slide detailBeat · Testimonials from Customers and Former Employees
126
The slide presents three distinct critical arguments from an expert source, highlighted with yellow markers in the original text.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
127
The slide uses direct quotes from an executive to undermine the narrative of a $150MM deal.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
128
The slide uses highlighted quotes to emphasize the executive's uncertainty and lack of confidence in the partnership's progress.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
129
The slide uses expert testimony to undermine the company's value proposition.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
130
The slide uses highlighted text to emphasize critical negative feedback from an industry expert.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
131
The slide uses a series of Q&A excerpts to undermine the commercial viability and standard usage of the Berkeley Lights platform.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
132
The slide uses a 'quote-evidence' structure to highlight technical modifications made by the client to the vendor's equipment.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
133
The slide uses direct quotes from expert consultations to undermine the reliability of the subject technology.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
134
The slide uses direct quotes to contrast the company's public promotion with internal expert sentiment.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
136
The slide uses expert testimony to undermine the company's market sizing claims.expose_contradiction
137
Uses expert quotes to validate a bearish thesis on market size.preempt_rebuttal
138
Uses expert quotes to undermine the company's growth narrative.expose_contradiction
139
The slide uses a series of pull-quotes to systematically dismantle the company's public narrative regarding their cell line development business.expose_contradiction
140
Uses expert testimony to frame the technology as fundamentally flawed and unscalable.name_villain
141
The slide uses a 'villain critique' structure by leveraging expert testimony to undermine the subject's core value proposition.name_villain
142
Uses yellow highlighting to emphasize key pricing criticisms and quantitative targets.expose_contradiction
143
The slide uses direct quotes from former employees to build a case against the company's business model.name_villain
144
The slide uses testimonials to validate the thesis that the product launch was a failure.expose_contradiction
145
Uses expert testimony to undermine company narrative.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
146
The slide uses a series of pull-quotes to substantiate the claim of product failure.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
147
The slide uses direct quotes from a former employee to build a case against the product's commercial viability.name_villain
Open slide detailBeat · Testimonials from Customers and Former Employees
148
The slide uses direct quotes from former employees to undermine the company's claims regarding instrument reliability.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
149
The slide uses direct quotes from former scientists to validate the claim of poor product management and customer experience.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
150
The slide uses direct quotes from former employees to validate claims of product failure.expose_contradiction
Open slide detailBeat · Testimonials from Customers and Former Employees
151
The slide uses a Q&A format to substantiate claims of product failure.expose_contradiction
152
The slide uses a 'villain_critique' structure to undermine the company's core value proposition by citing internal dissent.name_villain
153
The slide uses direct quotes from former employees to validate the thesis that the product is difficult to use.diagnose_problem
154
The slide uses direct quotes to validate the claim of high operational burden.diagnose_problem
155
Uses direct quotes from former employees to build a case against the company's value proposition.name_villain
156
The slide uses expert testimony to frame Abcellera as a disruptive competitor to BLI.name_villain
157
Includes direct quotes from former BLI scientists as evidence of competitive displacement.name_villain
158
Uses testimonial-style quotes to build a case against the subject company (BLI).name_villain