Case study

TechNext Challenge: screening 60 AI startups in 7 days

SamkhyaAI provided a single evaluation workspace with investor‑grade one‑pagers, live benchmarks, and a portfolio tracker. Review time per startup dropped from around 2 hours to about 15 minutes, with clearer alignment among reviewers.

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Startups covered
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Faster reviews
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Delivery timeline
Executive Brief Preview
AI Technologies - Executive Brief Preview
Fair and transparent evaluation
Aligned global reviewers
Benchmarks built in

The challenge

Manual and fragmented
Key facts were buried in decks and spreadsheets, slowing analysis and increasing the risk of missed signals.
Inconsistent benchmarks
Different AI categories require different metrics. Without a shared index, comparisons were subjective.
Slow alignment
Global stakeholders needed a single page of truth to get to decisions faster and more consistently.

The solution

Ingest

Secure vault for pitch decks and startup data. Everything centralized and searchable.

Enrich

Live signals from nine sources to track funding, hiring, web, and social momentum.

One‑pagers

Plain‑English investor briefs with a calibrated evaluation index and risk highlights.

Benchmark

Peer sets and sector baselines inline so reviewers compare like with like.

Track

Portfolio dashboard to sort, filter, and maintain an auditable trail of decisions.

Impact

Measurable transformation in investment decision-making

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Time Reduction
From 2 hours to 15 minutes
BeforeAfter
0×
Volume Increase
60 startups in 10 days
Before
After
0%
Alignment Rate
Consistent evaluation

The Transformation

From manual processes to automated intelligence

Before

Manual PDF analysis

2+ hours per startup

Inconsistent evaluation criteria

Subjective decisions

Fragmented data sources

Missed opportunities

Slow team alignment

Weeks for consensus

After

Automated one-pager generation

15 minutes per startup

Standardized evaluation index

95% team alignment

Real-time data integration

Zero missed signals

Instant decision support

10-day cohort analysis

Key Achievement

Successfully evaluated 60 AI startups in 10 days with 95% reviewer alignment, reducing analysis time by 87% while maintaining institutional-grade evaluation standards.

On-time delivery
Quality maintained
Team aligned

Gallery

AI Technologies - Executive Brief

Comprehensive AI-generated startup analysis with evaluation scores, market momentum, risk assessment, and competitive analysis for AI Technologies.

AI Technologies - Executive Brief

Comprehensive AI-generated startup analysis with evaluation scores, market momentum, risk assessment, and competitive analysis for AI Technologies.

Portfolio Tracker - Table View

Detailed portfolio management with comprehensive company metrics, funding stages, and performance tracking across multiple AI startups.

Portfolio Cards - Grid View

Interactive card-based portfolio overview with key metrics and visual company representation for easy comparison.

Screens shown for illustration. Actual platform interface and analysis results.

"This transformed our entire evaluation process. We went from weeks of manual analysis to getting comprehensive insights in minutes, with better consistency across our global team."

AA

Associate Director,

Accenture Ventures.

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