Competitive Intelligence
Ethically sourced, confidence-graded intelligence on competitors and markets that materially affect a thesis.
Good intelligence work is a sourcing and synthesis discipline with hard ethical edges. We build evidence from public filings, data exhaust (hiring, pricing, reviews, traffic), and properly conducted expert conversations, no pretexting, no MNPI, and we prioritize collection by what would actually change the decision.
Who this is for
Investors and strategy teams whose thesis depends on reading a competitive situation correctly.
How the work is done
Define intelligence requirements
The decision determines the collection plan: we rank open questions by expected value of information, so effort lands where an answer would change the choice rather than merely satisfy curiosity.
Collect within bright lines
Public-record work (filings, procurement, litigation, patents), digital-signal analysis (job postings, pricing pages, review velocity), and expert calls run under a written ethics protocol, sources know who is asking and why; confidential and material non-public information is refused, in writing.
Corroborate and grade
Every finding triangulated across independent sources where possible and tagged: corroborated / single-source / inference. Analytic techniques, competing-hypotheses matrices, keep alternative explanations alive until evidence retires them.
Synthesize to the decision
Findings mapped back to the thesis: what strengthened, what weakened, what remains unknown and at what cost it could be known. Intelligence that does not connect to a decision is trivia.
How the Competitive Intelligence engagement runs
We begin with the decision, use the evidence that can genuinely change it, and make the reasoning reviewable from first input to final handover.
What we need to begin
- The intelligence requirements: the specific questions a decision actually hangs on.
- The competitor or target set, and why each is in scope.
- What the client already knows, and how confident they are in each item.
- Ethical bright lines confirmed in writing: no material non-public information, no misrepresentation, no approach to employees under false pretext.
If an input is unavailable, we state the gap, its effect on confidence, and the agreed workaround. It is never quietly ignored.
Your four-phase engagement map
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Phase 1
Define intelligence requirements
Rank open questions by expected value of information so effort lands where an answer would change the choice.
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Phase 2
Collect within bright lines
Public-record work, digital-signal analysis, and expert calls under a written ethics protocol; no pretexting, no material non-public information.
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Phase 3
Corroborate and grade
Triangulate across independent sources and tag each finding corroborated, single-source, or inference; keep competing hypotheses alive.
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Phase 4
Synthesize to the decision
Map findings to the thesis: what strengthened, what weakened, what remains unknown and at what cost it could be known.
Methods and models we draw on
- Intelligence requirements planning
- EVPI-based collection prioritization
- Analysis of competing hypotheses
- Digital-signal analysis
- Expert elicitation with ethics protocol
- Source triangulation & grading
Methods are chosen for the problem, not the brochure, expect a subset of these, applied properly, plus whatever the evidence demands.
The decision this enables
A sharper read on the competitive reality, collected in a way you would be comfortable explaining.
Research, not investment advice
Jagdeep Ventures produces independent research and analysis for informational and educational purposes. To keep that boundary clear and professional:
- No recommendations. Nothing we deliver constitutes a recommendation, offer, or solicitation to buy, sell, or hold any security or financial instrument, or to pursue any investment strategy.
- No advisory registration. Jagdeep Ventures LLC is not registered as an investment adviser, broker-dealer, or research analyst with the SEC, SEBI, or any other regulator, and does not provide personalized investment advice. No fiduciary or advisory relationship is created by an engagement.
- Scope. Our work evaluates businesses, markets, and evidence quality. Decisions about whether and how to invest, including suitability, sizing, and timing, remain solely with the client and their licensed advisers.
- Conflicts. We disclose any material conflict of interest before accepting an engagement and do not trade in securities of companies under active coverage during an engagement.
- Jurisdiction. Clients are responsible for ensuring that use of our research complies with the laws and regulations applicable to them. Where an engagement touches regulated activity, we will say so and step back.
Analysis involves judgment under uncertainty; estimates can be wrong, and past results do not guarantee future outcomes.