Companies104 Funding$41.8B Rounds76 ▼1 mo Investors69 Eng roles4177 ● data fresh
VIX The Intelligent Venture Terminal beta

InsightFinder

fresh

InsightFinder

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InsightFinder ARI Predictive AI SRE predicts failures before impact, identifies root causes, and prevents incidents across AI and IT systems. observed

fresh · evidence 9d ago 13 sources no confidence data

In: AI observability & evals

30.8/100
Venture signal
scored above 11% of growth peers
Outlook Stable
Why this score? ↓

What we have established three decisions, kept apart

  1. 1 Identity verified Not recorded

    No person- or entity-level identity check is on record for this company. A name match is not one.

  2. 2 Evidence sufficient to publish Yes

    The inclusion bar: two or more independent sourced evidence families. This profile is published and listed. It is a statement about how much evidence we hold, and about nothing else.

  3. 3 Fit for a seed/Series-A sourcing buyer Not established

    We have not established fit. That is not a soft no and not a soft yes — it is unknown, and it is never counted as a qualified prospect.

Funding
$15M
2026-04-16
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
sales-led
homepage

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_recency (10% of the score).

↓ Scored on 2 of 4 components — adoption, developer had no computable metric.

10 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
31/100
Founder self-assessment claimed
11/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
—/5 · 0 investors

Sign in as an investor or expert to rate this company.
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 30.8/100 for insightfinder, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.5017 0.1003
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.

Financing events four different events, four different dates

A first sale, a filing, an amendment and a public announcement are not the same event, and one date may not stand in for another. Where the latest financing date cannot be established from what we hold, this says unknown rather than substituting a date we do have.

Latest established financing date
2026-04-16
Money moved on or after
2026-04-16
Total reported by
not established
Basis
reported round

A reported round dated 2026-04-16 by its own source.

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0

Gray-market attention, not quality. 1+ 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 574 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 superseded 0.20
community.hn.mentions 1 observed artifact ↗ 2026-10-08 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 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 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 superseded 0.70
description IInsightFinder Predictive AI SRE and ARI Reliability Agent predicts failures before impact, identifies root causes, and prevents incidents across AI and IT systems. observed artifact ↗ 2026-09-21 superseded 0.70
description InsightFinder ARI Predictive AI SRE predicts failures before impact, identifies root causes, and prevents incidents across AI and IT systems. observed artifact ↗ 2026-10-08 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
metric.venture.funding_recency_days 89.6306 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 89.6339 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 89.6786 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 91.1617 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 91.3333 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 91.3402 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 91.4789 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 93.9568 derived calc 2026-07-18 superseded 0.90
metric.venture.funding_recency_days 95.4722 derived calc 2026-07-20 superseded 0.90
metric.venture.funding_recency_days 99.2519 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 99.6171 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 99.9739 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 100.0554 derived calc 2026-07-25 superseded 0.90
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