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

Respan

fresh

Respan

☆ Watch

The AI router with built-in observability & automated evals. observed

fresh · evidence 9d ago 12 sources no confidence data

In: AI observability & evals

18.7/100
Venture signal
scored above 27% 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.

Funding
$5M
2026-03-18
Adoption
6k ▼-33%
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
public pricing
homepage

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: adoption (8% of the score).

↓ Scored on 3 of 4 components — developer had no computable metric.

9 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
19/100
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
seed observed stale
Timeline 1 events ▾
  1. 2026-03-18 seed · $5M · Led by Gradient

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 18.7/100 for respan, composed from 3 of 4 components (ai_infra formula), discounted ×0.895 for 65% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.1 0.4222 0.0422
funding_magnitude 0.15 0.0796 0.0119
adoption 0.4 0.205 0.082

Evidence this score rests on

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.

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
2026-03-18
Money moved on or after
2026-03-18
Total reported by
not established
Basis
reported round

A reported round dated 2026-03-18 by its own source.

Raw observations 605 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 superseded 0.20
community.hn.max_points 0 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.mentions 0 observed artifact ↗ 2026-10-08 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 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 [] observed artifact ↗ 2026-10-08 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 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 {} observed artifact ↗ 2026-10-08 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 superseded 0.70
description The AI router with built-in observability & automated evals. observed artifact ↗ 2026-10-08 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
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