Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3949 ● 36 events pending
VIX The Intelligent Venture Terminal beta

Respan

stale — 42 unprocessed events

Respan

☆ Watch

Respan unifies LLM observability, evals, prompt optimization, and an AI gateway so teams can ship reliable AI applications. observed

stale · evidence today 11 sources no confidence data

In: AI observability & evals

14.1/100
Venture signal
scored above 10% of pre-seed peers
Outlook Stable
Why this score? ↓
Funding
$5M
2026-03-18
Adoption
2k
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings

New infrastructure surfaces

Subdomains appearing in public certificate-transparency logs — infrastructure standing up, dated at detection. Intent labels are deterministic (token map), not guessed.

internal.respan.ai 06-21 staging.respan.ai launch prep 02-15

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_recency (5% of the score).

8 independent sources 0 promoted signals inspect the evidence →

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

5 claims on record 0 verified 0 contradicted 5 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
14/100
Founder self-assessment claimed
11/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
—/5 · 0 investors

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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
seed observed stale
Timeline 1 events ▾
  1. 2026-03-18 seed · $5M · Led by Gradient

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 14.1/100 for respan, composed from 3 of 4 components (ai_infra formula), discounted ×0.895 for 65% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.1 0.5077 0.0508
funding_magnitude 0.15 0.0796 0.0119
adoption 0.4 0.1001 0.04

Evidence this score rests on

Capital timeline every dated signal, across tiers

  1. reported $5M reported (seed) ↗
  2. rumor Reddit is Fun will shut down on June 30th in response to Reddit API changes ↗

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$5M seed
announced 2026-03-18 · 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 · 0.23

Gray-market attention, not quality. 50+ HN mentions (peak 1622 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: heavy gray-market attention. ▲ 1622 Responsive Pixel Art 2016-03-09 ↗

Raw observations 398 records ▾
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "Respan raised $5 million.", "quote": "\"amount_usd\":5000000", "topic": "Funding amount", "section": 0}, {"claim": "The funding was announced on March 18, 2026.", "quote": "\"an observed artifact ↗ 2026-07-20 promoted 0.50
common_name Respan observed artifact ↗ 2026-07-14 normalized 0.90
common_name Respan observed artifact ↗ 2026-07-14 normalized 0.60
common_name Respan observed curated 2026-07-16 normalized 0.95
community.hn.max_points 1622 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=36246398", "title": "Reddit is Fun will shut down on June 30th in response to Reddit API changes", "points": 502, "created_at": "2023-06-08", "evidence_t observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=36246398", "title": "Reddit is Fun will shut down on June 30th in response to Reddit API changes", "points": 502, "created_at": "2023-06-08", "evidence_t observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=36246398", "title": "Reddit is Fun will shut down on June 30th in response to Reddit API changes", "points": 502, "created_at": "2023-06-08", "evidence_t observed artifact ↗ 2023-06-08 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=36246398", "title": "Reddit is Fun will shut down on June 30th in response to Reddit API changes", "points": 502, "created_at": "2023-06-08", "evidence_t observed artifact ↗ 2023-06-08 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=36246398", "title": "Reddit is Fun will shut down on June 30th in response to Reddit API changes", "points": 502, "created_at": "2023-06-08", "evidence_t observed artifact ↗ 2023-06-08 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=36246398", "title": "Reddit is Fun will shut down on June 30th in response to Reddit API changes", "points": 502, "created_at": "2023-06-08", "evidence_t observed artifact ↗ 2023-06-08 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=11253649", "title": "Responsive Pixel Art", "points": 1622, "created_at": "2016-03-09"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=11253649", "title": "Responsive Pixel Art", "points": 1622, "created_at": "2016-03-09"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=11253649", "title": "Responsive Pixel Art", "points": 1622, "created_at": "2016-03-09"} observed artifact ↗ 2016-03-09 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=11253649", "title": "Responsive Pixel Art", "points": 1622, "created_at": "2016-03-09"} observed artifact ↗ 2016-03-09 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=11253649", "title": "Responsive Pixel Art", "points": 1622, "created_at": "2016-03-09"} observed artifact ↗ 2016-03-09 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=11253649", "title": "Responsive Pixel Art", "points": 1622, "created_at": "2016-03-09"} observed artifact ↗ 2016-03-09 normalized 0.20
description Respan unifies LLM observability, evals, prompt optimization, and an AI gateway so teams can ship reliable AI applications. observed artifact ↗ 2026-07-14 normalized 0.70
domain www.respan.ai observed artifact ↗ 2026-07-14 normalized 0.95
funding.round.amount_usd 5000000 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.announced_on 2026-03-18 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.lead_investors ["Gradient"] observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/03/18/respan-raises-5m-bring-proactive-observability-ai-agents/ observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.stage seed observed artifact ↗ 2026-07-14 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 22, "source_id": "01KXZKRD1YC08M10EZ61AGJB4Z", "trigger_path": "accumulation_gate", "collector_count": 5, "artifact_collector": "funding_intake"} 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 5000000 derived calc 2026-07-14 derived 0.90
metric.venture.funding_recency_days 118.5764 derived calc 2026-07-14 superseded 0.90
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metric.venture.funding_recency_days 118.6306 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 118.6339 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 118.6786 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 119.6453 derived calc 2026-07-15 superseded 0.90
metric.venture.funding_recency_days 120.1617 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 120.3333 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 120.3402 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 120.4789 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 120.6456 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 121.681 derived calc 2026-07-17 superseded 0.90
metric.venture.funding_recency_days 122.6822 derived calc 2026-07-18 superseded 0.90
metric.venture.funding_recency_days 122.9568 derived calc 2026-07-18 superseded 0.90
metric.venture.funding_recency_days 124.4687 derived calc 2026-07-20 superseded 0.90
metric.venture.funding_recency_days 125.6825 derived calc 2026-07-21 superseded 0.90
metric.venture.funding_recency_days 126.6833 derived calc 2026-07-22 superseded 0.90
metric.venture.funding_recency_days 127.6833 derived calc 2026-07-23 superseded 0.90
metric.venture.funding_recency_days 128.2519 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 128.6171 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 128.6834 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 128.9739 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 129.0554 derived calc 2026-07-25 superseded 0.90
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metric.venture.funding_recency_days 129.0721 derived calc 2026-07-25 superseded 0.90
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metric.venture.funding_recency_days 129.1123 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 129.6836 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 143.7813 derived calc 2026-08-08 superseded 0.90
metric.venture.funding_recency_days 151.2574 derived calc 2026-08-16 superseded 0.90
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metric.venture.funding_recency_days 152.2535 derived calc 2026-08-17 superseded 0.90
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metric.venture.funding_recency_days 153.0099 derived calc 2026-08-18 superseded 0.90
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metric.venture.funding_recency_days 153.1462 derived calc 2026-08-18 superseded 0.90
metric.venture.funding_recency_days 153.2109 derived calc 2026-08-18 superseded 0.90
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metric.venture.funding_recency_days 160.3182 derived calc 2026-08-25 superseded 0.90
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