~2 hrs
to a full commercial due diligence report from your deal documents
4
report types in one portal: industry, CDD, AI and tech, and FiberLens
833
source domains in Caliper Lab’s benchmark, against 64 to 96 for leading AI models
SOC 2
Type II audited. Client documents never train any model.
01
Industry Reports
A sourced view of any niche sector: how big it is, where it is growing and who is winning. Ready in about 60 minutes; detailed and concise versions, both export to PowerPoint.
app.binocs.co · Industry report
What’s in every report
Executive summary · industry analysis (what the industry is, how it evolved, outlook and key trends) · market model: size and growth, top-down and bottom-up · customer analysis · competitor analysis · inorganic opportunities · appendix with every source.
How the market gets sized
Two methods, top-down and bottom-up. Where no published number exists, each segment is sized as price × quantity. When the methods disagree, the report shows both numbers and how they were reconciled.
Sample reports
Integrated sports betting and streaming media · thrift stores in the US · synthetic biology · consumer electronics. Samples on request.
app.binocs.co · Commercial due diligence
02
Commercial Due Diligence
A first-draft CDD on one company, built on your deal documents plus public and subscription data, in about 2 hours.
You upload
The teaser or CIM, financial statements, the management deck and call notes.
You get
Executive summary, transaction overview, company analysis by product segment, industry analysis, customers and how they buy, competitors, growth strategy, investment implications, and an appendix with every source.
What it points out for you
A scored first read of the company, and red flags wherever the CIM, the financials and the market data disagree.
Your template, or ours
Upload your firm’s template and the report comes out in your format. Rerun any section at no extra cost.
03
AI and Tech Assessments
Two questions every deal now has to answer.
From our work: for a leading tech advisory firm, an outside-in run on the CDD report scored all three lenses and produced 130 management questions, each tied to a gap.
app.binocs.co · AI disruption assessment
AI disruption exposure
Three specialist agents run on the CDD report: external disruption, internal readiness, and an AI and technology review. Start outside-in with no management inputs, then go deeper with them.
Technology review
The company’s tech stack and architecture, and how ready it is for AI compared with its peers.
app.binocs.co · FiberLens
04
FiberLens
Every U.S. fiber provider and market, mapped at the level of individual serviceable locations. Start with a provider, or with a county.
01
Is this fiber market worth entering?
02
Which operators fit our platform?
03
Where should this provider build next?
04
What should the platform look like at exit?
How a report gets made
Two layers. The engine gathers and analyses the evidence; the harness checks the work before it reaches you.
System 2 · the harness
Numbers you can follow and check
Context: each task gets only the context and framework it needs. Orchestration: questions are broken into the workstreams a consulting team would use; no step is skipped. Validation and manual evals: about 50 automated checks on every report; every error we find becomes a test case. Reflection and checking: a reviewing model checks facts, calculations and assumptions, and sends weak work back. Dynamic prompting: prompts are built for each task from our diligence frameworks. Monte Carlo search: search keeps widening until no new credible sources turn up. In Caliper Lab’s benchmark, 82% of Binocs figures were stated as a single number and 4% were missing a unit, against 34% to 72% and 6% to 30% for leading AI models.
System 1 · the engine
More of the market covered
Multiple agents: specialist agents for market sizing, financial extraction and customer segmentation. Model routing: each task goes to the model best suited to it, across 14 models. Specialized retrieval (RAG): retrieval built for filings, transcripts and industry reports. Data integration: your subscriptions, documents and CRM, alongside public sources. Cost optimization: the right model for each task keeps the cost of a report down. Caliper Lab counted 833 source domains and 1,062 companies in Binocs reports, against 64 to 96 and 131 to 344 for leading AI models.
Independently benchmarked by Caliper Lab
In June 2026, Caliper Lab ran Binocs and three leading AI models on the same diligence task in the satellite sector, six reports each, and measured what each one produced.
Measure
Binocs
Claude Opus 4.8
GPT-5.5
GPT Deep Research
Source domains used
833
96
64
81
Total citations
7,722
169
142
200
Companies and players covered
1,062
131
202
344
Figures stated as a single number
82%
34%
59%
72%
Figures missing a unit
4%
6%
29%
30%
Independently benchmarked by Caliper Lab, June 2026. Satellite sector, six reports per system.
Sources we integrate with
Your firm’s subscriptions
AlphaSense, Capital IQ, PitchBook, Euromonitor. Connected under your firm’s own login, within the licence you already hold.
Public sources
Company filings, earnings calls, trade publications, industry reports, US Census. Ranked and graded before any analysis starts.
Your documents and systems
CIMs and teasers, financial statements, management decks and call notes, your CRM and data rooms.
