CASE STUDY - TALENT DIAGNOSTIC REPORTS FOR PRE-INVESTMENT
Evidence-led pre‑investment due diligence in days, not weeks.
When funding windows open, you don’t have weeks to triangulate innovation-risk. A venture capital team uses Talent Diagnostics to form an evidence-led, objective view of leadership, technical depth and innovation forecast—in days, not weeks.
Faster go or no‑go decisions with objective talent due diligence
At a glance:
Client type – Venture capital arm (enterprise software)
Primary team – Data Science / Investment Ops
Use case – Talent Diagnostics reports for pre‑investment due diligence
Output cadence ~3 reports per month (average)
Volume ~20 reports delivered since October
Time-to-insight – A few days (vs weeks internally)
The Challenge
Interviews and public-domain research for investment due diligence are useful—but biased, incomplete, and slow:
- Founders, customers, and references naturally present the best version of the story.
- Public signals can be noisy or lagging.
- Deal windows are short and teams need a fast, defensible go/no‑go.
What We Did
We delivered Talent Diagnostics designed for pre-investment decisions:
- Built an evidence-led view of team quality, capability coverage, and execution signals.
- Surfaced insights beyond media or a company’s pitch deck by prioritising verifiable indicators over narrative.
- Presented findings in a decision-ready format that investors can use immediately.
Why It Worked
Objectivity was the unlock.
Unlike due diligence assembled from stakeholders with “skin in the game,” Zeki Data’s approach:
- Reduces narrative bias by relying on evidence-backed signals.
- Helps investors form an independent opinion of the company’s innovation reality.
- Produces clarity fast—so teams can act within funding-round timelines.
Results
- Dramatically accelerated diligence: insights delivered in days instead of the weeks needed to source, verify, and analyse comparable evidence.
- Increased throughput: steady cadence of ~3 reports/month.
- Scaled adoption: ~20 diagnostics reports delivered since October.
Investor takeaways
- Best for: go/no-go investment decisions
- Key advantage: objective, evidence-led insights beyond media and pitch decks
- Value: faster decisions, reduced bias and repeatable, reliable due diligence output