Companies108 Funding$41.6B Rounds77 ▼1 mo Investors75 Eng roles4338 ● updated 8m ago
VIX The Intelligent Venture Terminal beta

DataAgent

current — rebuilt 8m ago

DataAgent

☆ Watch

Let AI fix production faults inside Kubernetes clusters observed

fresh · evidence today 8 sources no confidence data
38.9/100
Venture signal
scored above 62% of pre-seed 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.

    UNKNOWN (not a soft no, never counted as qualified). Blocker: Stage leg holds (seed, source-stated latest round) but no named institutional investor is held with its source (funding.round.lead_investors + source_url). Absence is not a negative (A20); UNKNOWN until backing is evidenced.

    Venture backing: not found · Stage band: seed — stated by the held funding source (https://siliconangle.com/2026/09/01/dataagent-raises-10m-to-let-ai-fix-production-faults-inside-kubernetes-clusters/), announced 2026-09-01

    What would overturn this:

    Assessed 2026-10-24 for seed/Series-A sourcing.

Funding
$10M
2026-09-01
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
not checked
homepage

Composite signal v0 5 ±23 · 2 components

Five evidence lanes (activity, capital, infra, hiring, ecosystem) as within-cohort percentiles, combined with evidence-breadth weights over the 60-company baseline cohort. The ± band widens with missing lanes — it measures what the score stands on. 0 signals in the last 60 days back this number.

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_recency (17% of the score).

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

5 independent sources 0 promoted signals inspect the evidence →

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
39/100
Founder self-assessment claimed
8/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
—/5 · 0 investors

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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
seed observed stale
Timeline 1 events ▾
  1. 2026-09-01 seed · $10M

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 38.9/100 for dataagent, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.8453 0.1691
funding_magnitude 0.3 0.2 0.06

Evidence this score rests on

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$10M seed
announced 2026-09-01 · 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
2026-09-01
Money moved on or after
2026-09-01
Total reported by
not established
Basis
reported round

A reported round dated 2026-09-01 by its own source.

Raw observations 197 records ▾
AttributeValueKindSourceObservedStateConf.
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "method": "Backlog pass 2026-10-24: applied the record_buyer_fit.ts fit rule to this company's held primary-source financing evidence (funding.round.* / sec.form_d. observed assessment 2026-10-24 normalized 0.90
buyer_fit.status unknown observed assessment 2026-10-24 normalized 0.90
common_name DataAgent observed artifact ↗ 2026-09-28 normalized 0.90
community.hn.max_points 1141 observed artifact ↗ 2026-09-30 superseded 0.20
community.hn.max_points 0 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-09-30 superseded 0.20
community.hn.mentions 0 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.rumors [] observed artifact ↗ 2026-09-30 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=26407323", "title": "Fire declared in OVH SBG2 datacentre building", "points": 1141, "created_at": "2021-03-10"} observed artifact ↗ 2021-03-10 superseded 0.20
community.hn.top_story {} observed artifact ↗ 2026-10-08 normalized 0.20
description Let AI fix production faults inside Kubernetes clusters observed derived 2026-10-01 normalized 0.60
funding.round.amount_usd 10000000 observed artifact ↗ 2026-09-01 normalized 0.90
funding.round.announced_on 2026-09-01 observed artifact ↗ 2026-09-01 normalized 0.90
funding.round.lead_investors [] observed artifact ↗ 2026-09-01 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/09/01/dataagent-raises-10m-to-let-ai-fix-production-faults-inside-kubernetes-clusters/ observed artifact ↗ 2026-09-01 normalized 0.90
funding.round.stage seed observed artifact ↗ 2026-09-01 normalized 0.90
metric.venture.funding_amount_usd 10000000 derived calc 2026-09-28 derived 0.90
metric.venture.funding_recency_days 27.9753 derived calc 2026-09-28 superseded 0.90
metric.venture.funding_recency_days 29.652 derived calc 2026-09-30 superseded 0.90
metric.venture.funding_recency_days 29.7281 derived calc 2026-09-30 superseded 0.90
metric.venture.funding_recency_days 30.3607 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 30.3827 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 30.4946 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 30.6434 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 30.7385 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 30.7445 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 30.8055 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 37.8891 derived calc 2026-10-08 superseded 0.90
metric.venture.funding_recency_days 38.4048 derived calc 2026-10-09 superseded 0.90
metric.venture.funding_recency_days 38.8802 derived calc 2026-10-09 superseded 0.90
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sector emerging derived calc 2026-10-01 normalized 0.50