Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3943 ● 28 events pending
VIX The Intelligent Venture Terminal beta

InsightFinder

stale — 36 unprocessed events

InsightFinder

☆ Watch

InsightFinder AI enables enterprises to deliver reliable, trustworthy digital services and AI agents with optimized performance and cost efficiency. observed

stale · evidence today 10 sources no confidence data

In: AI observability & evals

33.8/100
Venture signal
scored above 15% of growth peers
Outlook Stable
Why this score? ↓
Funding
$15M
2026-04-16
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_recency (12% of the score).

7 independent sources 0 promoted signals inspect the evidence →

The skeptic's read what this company has said, judged against what happened

8 claims on record 0 verified 0 contradicted 8 still unproven

Unproven ≠ false — it means the deadline or the evidence hasn't arrived. Nothing here is editorial: every count is a ledger row you can open on the Proof page.

Evaluation

How it's evaluated Four independent layers ▾

No single number decides. Layers can disagree — that's the point. New to this? →

Platform score derived
34/100
Founder self-assessment claimed
11/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
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VIX signals 2 hard signals across 1 source ▾

The platform's own early signals for this company — hard-to-fake, and where one preceded a real raise, the measured lead.

See the full track record →

Technology No signals collected yet ▾
No technology data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Team & hiring No signals collected yet ▾
No team & hiring data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Market & funding stage 1 of 3 signals present ▾
Funding stage
not provided
Lifecycle stage
not provided
Latest round stage
series_b observed stale
Timeline 1 events ▾
  1. 2026-04-16 series_b · $15M · Led by Yu Galaxy

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 33.8/100 for insightfinder, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.5897 0.1179
funding_magnitude 0.3 0.2704 0.0811

Evidence this score rests on

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$15M series b
announced 2026-04-16 · source ↗
Filed reality · Tier 0 · SEC
No SEC Form D on record.

An evidence gap, not proof of falsity: Form D is not always required (foreign offerings, certain exemptions) or may not be filed yet.

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0.01

Gray-market attention, not quality. 2+ HN mentions (peak 4 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. ▲ 4 InsightFinder get $2M seed to automate outage prevention 2019-12-31 ↗

Raw observations 351 records ▾
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "InsightFinder delivers fine-tuned, customized AI at low cost in one end-to-end platform.", "quote": "InsightFinder delivers fine-tuned, customized AI, at low cost —in one end-to observed artifact ↗ 2026-07-20 promoted 0.50
common_name InsightFinder observed artifact ↗ 2026-07-14 normalized 0.90
common_name InsightFinder AI observed artifact ↗ 2026-07-14 normalized 0.60
common_name InsightFinder observed curated 2026-07-16 normalized 0.95
community.hn.max_points 4 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.mentions 2 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.rumors [] observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=21922990", "title": "InsightFinder get $2M seed to automate outage prevention", "points": 4, "created_at": "2019-12-31"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=21922990", "title": "InsightFinder get $2M seed to automate outage prevention", "points": 4, "created_at": "2019-12-31"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=21922990", "title": "InsightFinder get $2M seed to automate outage prevention", "points": 4, "created_at": "2019-12-31"} observed artifact ↗ 2019-12-31 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=21922990", "title": "InsightFinder get $2M seed to automate outage prevention", "points": 4, "created_at": "2019-12-31"} observed artifact ↗ 2019-12-31 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=21922990", "title": "InsightFinder get $2M seed to automate outage prevention", "points": 4, "created_at": "2019-12-31"} observed artifact ↗ 2019-12-31 normalized 0.20
description InsightFinder AI enables enterprises to deliver reliable, trustworthy digital services and AI agents with optimized performance and cost efficiency. observed artifact ↗ 2026-07-14 normalized 0.70
domain insightfinder.com observed artifact ↗ 2026-07-14 normalized 0.95
funding.round.amount_usd 15000000 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.announced_on 2026-04-16 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.lead_investors ["Yu Galaxy"] observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.source_url https://techcrunch.com/2026/04/16/insightfinder-raises-15m-to-help-companies-figure-out-where-ai-agents-go-wrong/ observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.stage series_b observed artifact ↗ 2026-07-14 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 17, "source_id": "01KXZM0TKVRBBBYD47394B5CBP", "trigger_path": "accumulation_gate", "collector_count": 4, "artifact_collector": "website_collector"} observed artifact ↗ 2026-07-20 normalized 0.60
index.ai_tie AI_ADJACENT observed classify 2026-07-25 derived 0.60
metric.venture.funding_amount_usd 15000000 derived calc 2026-07-14 derived 0.90
metric.venture.funding_recency_days 89.5764 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 89.5777 derived calc 2026-07-14 superseded 0.90
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