ASTONEA LABS Tech-debt index 6 → 42 ▼SENTINELONE Tech-debt index 55 → 28 ▲ASSURANT Tech-debt index 40 → 20 ▲ESAB Tech-debt index 26 → 44 ▼ATAIBECKLEY Tech-debt index 29 → 13 ▲SPYGLASS PHARMA Read 2 Nov2 readingsPINE JAM Read 31 Oct1 readingRISK FACTORS Rewritten by US-listed firms this year13%RABÉN & SJÖGREN Read 31 Oct1 readingICICI PRUDENTIAL ASSET MANAGEMENT COMPANY Read 30 Oct7 readingsUNIVERSAL ANALYTICS Still on sites that run analytics20%PAGE SPEED Company sites fast for real visitors61%QRAVITAS Companies read11,000+
Competitive intelligence for decision-makers

Know what changed before it matters.

See what changed at any company, why it matters, and the evidence behind every number.

11,000+Companies read
6,298Read in the last 30 days
300+Board-grade briefs
7,000+In the public lookup

Read before investment committees, board meetings and corp-dev screens. Agencies use it to ground client strategy in measured readings. Who it’s for ›

Company lookup

Look up a real company. Read real output.

A live search across 7,000+ companies we have read. Search free for the public facts, see which findings we hold, and get the headline finding by email when you join Qravitas Insights. The scores themselves are in the workspace and the Board Pack.

qravitas / evidence base / public-sample Real data
Website Market Last read Findings on file
Revenue Friction Index██/100Locked
Modelled conversion drag██%Locked
Disclosure risk██/100Locked
Headline finding█████ ███ ██████ ██ ████Locked
Get the headline finding on by email, and join Qravitas Insights.
Sent by a person, within one business day. Privacy.
We don’t cover yet. Any organisation can be added, listed or private.

Scores and findings are computed by the engine from public disclosure and digital signal, with provenance. Sample is read-only and refreshed from the evidence base.

The workspace

What you open every morning.

Sign in, choose the companies you watch, and Qravitas keeps reading them. Filings, news, website changes and measured moves arrive in one feed, each with its source a click away. The screens below are the product on live data. Limited access: the workspace is opening to free sign-ups now, and it keeps evolving with the teams who use it.

The Today view: developments across a five-company watchlist, newest first, each linked to its source
TodayEvery development across your watchlist in one place, with the ones that matter most on top. On paid plans the same brief arrives by email at 08:30 IST; the free workspace gets a Monday summary.
A company page: scores, recent developments filtered by type, and each measure charted with its noise band
CompanyThe finding first: fixable revenue friction and what to fix, worst first, each with its evidence. Scores move only when they leave their noise band.
The library: monthly dossiers and quarterly sector reviews, each as a page and a PDF
LibraryA dossier on each watched company every month, and a review of its sector every quarter.

Recently shipped

  • Oct 2026Add any organisation to a watchlist, listed or private, and set its parent group.
  • Oct 2026Competitive sets: put your own competitors next to each company you watch.
  • Oct 2026Quarterly sector reviews, placed against every company we measure in the sector.
  • Oct 2026Monthly dossiers with a print-ready PDF edition.
  • Oct 2026Trading tips and market wraps filtered out of the feed.

Design partners

We are taking a small number of teams who want to shape what gets built next: which signals matter, which sectors to go deeper on, what the board pack should answer. Partners get the workspace on founding terms and a direct line to the people building it.

The evidence base

The evidence base is the asset.

More than 9,000 companies read, 7,000+ of them searchable in the public lookup. Every company observed adds resolved entities, weighted relationships, and validated findings to one cross-company knowledge graph, so each new audit is grounded in everything the evidence base already knows. This is accumulated organizational memory, and it is not reproducible in a quarter.

Qravitas / evidence base · 11,000+ companies readRead in the last 30 days: 6,298
Astonea Labstech-debt index 6 → 42 · Jul–OctSentinelOnetech-debt index 55 → 28 · Jul–OctAssuranttech-debt index 40 → 20 · Jun–SepEsabtech-debt index 26 → 44 · Jun–OctAtaiBeckleytech-debt index 29 → 13 · Jun–Oct
Field is illustrative, one dot ≈ six companies; lit dots show the share read in the last 30 days. A labelled change is published only when it is larger than the instrument’s own noise across three readings taken on separate days. Movements inside that noise are never shown as findings.
Real entities

Every company resolved to one record across filings, its own site, news and hiring, then placed among its real peers.

Weighted dependency

Every link is derived from evidence, not assumed, and carries a relationship type, a weight, and a confidence.

Cross-company grounding

A finding on one company is scored against its cluster. Each peer carries its own Revenue Friction Index.

Why the numbers hold

Every conclusion links back to evidence.

A static report decays the day it ships. Qravitas runs continuously, so the readings stay current and every number stays traceable to its source.

01

Grounded intelligence

Every finding is checked against the evidence on file and scored against real peers, and it carries a confidence, so each finding states its evidence and its confidence rather than a model’s opinion.

02

Change you can trust

Companies are re-read on a rolling basis and every reading is dated. A change is reported only when it is larger than the instrument’s own noise across three readings taken on separate days, so you see movement, not jitter.

03

End-to-end provenance

Every metric carries provenance: source citation, confidence score, and decision traceability from raw signal to board sentence. The share of claims grounded in measured evidence is published below, with the date it was measured.

Current platform

Measurable, today.

11,413
Companies read
2,521
Indian companies read
6,298
Read in the last 30 days
3,650
Of those, re-reads
357
Board-grade briefs
3,607
Claim-verification records
86.4%
Claims grounded in measured evidence
13
Signal layers per company (median)

Measured from the evidence base on 2 Nov 2026. “Grounded” means a quantified claim is supported by that company’s measured evidence, checked across 3,607 records covering 16,059 claims. It is not a forecast: validation against realised outcomes is work in progress with design partners and is not yet published. Method on the methodology page.

Why we built Qravitas
Enterprise software has systems for finance, security, engineering, and operations. It has no system for reasoning about growth. That is the gap Qravitas exists to fill.

The work is systems, not campaigns: continuous observation, a cross-company knowledge graph, and grounded analysis that produces explainable, board-ready analysis. The team builds it after years inside enterprise growth, where the recurring failure was structural rather than tactical. Every function had instrumentation. Nothing reasoned across them.

Read the full story ›

Sid
Founder, Qravitas
Partners

From finding to fix.

When you want what we found fixed, we match you with a specialist agency for exactly that problem, and brief them with the evidence. Free for companies. Agencies can apply to join the network.

2,447companies we measure are weakest on earned presence: PR and reputation
1,643are weakest on visibility in AI answers
1,155carry 10%+ modelled conversion drag from fixable site friction
508are weakest at converting the demand they already have
FAQ

Common questions.

What is Qravitas?

Qravitas is a company monitoring and dossier platform. It reads any company outside-in from public signals, builds a cross-company knowledge graph, runs grounded, board-grade inference, and produces a Revenue Friction Index that shows where growth is constrained. It is software, not an agency.

Is Qravitas an agency or a consultancy?

No. Marketing, consulting, SEO, and RevOps are implementation layers. Qravitas is a software product that observes, reasons, and produces a board-grade dossier. It does not run campaigns or replace your team.

What is the Revenue Friction Index?

The Revenue Friction Index is one score for where a company’s growth is constrained, broken into confidence-scored dimensions and benchmarked against real peers. It updates as new evidence arrives. It describes the position today; it is not a forecast.

How is the Revenue Friction Index validated?

Findings are scored by evidence depth and checked against the cross-company evidence base. Validation against realized outcomes is the active work with design partners, comparing predicted friction to subsequent results. Grounding is not prediction: a claim can be fully supported by evidence and still not forecast what happens next, so we publish the two separately and do not yet publish a predictive accuracy figure.

How fresh is the data?

Companies are re-read on a rolling basis: 6,298 were read in the last 30 days, 3,650 of them re-reads. Every reading adds to that company’s history, and a change is reported only once it is larger than the instrument’s own noise across three readings taken on separate days. Counts on this page are measured from the evidence base and dated.

How does Qravitas read a company without internal access?

It reads companies outside-in from public signals: website and performance, search visibility, reviews, hiring, pricing, filings, and competitive movement. No onboarding or internal data access is required to start, which is what lets it analyze any company.

Does Qravitas integrate with internal systems?

Yes, by design. Outside-in analysis requires no access and is how every engagement starts. From there the platform embeds into internal systems such as RevOps, CRM, and ERP through private data connectors, so diagnostics run against live internal data and governance is sustained rather than episodic. The data boundary is strict: your first-party data stays yours, is used only for your own diagnostics, and never enters the shared evidence base or the cross-company graph, which are built entirely from public signals. Connectors are in development with design partners.

How do I buy a dossier?

Ask for pricing on the request page with the company and the decision it is for, and we reply within one business day. Following a company yourself is free in a Qravitas workspace. Read a real sample first at qravitas.com/sample-dossier.

Start

Three ways to start.

Look up any of 7,000+ companies we have read for free. Commission a board-grade Board Pack on one company. Or follow the companies you live with, free, in your own workspace.

What every dossier contains
01  The one board-level question that ranks above the rest 02  Strategic chain from signal to economic stake 03  Peer-cluster grounding & forensic finding 04  Five leadership questions ready for the next agenda 05  Evidence citations & how the thesis could be wrong
CEOs & BoardsPE / VCCorp-devCMO / CGOPortfolio ops
Qravitas Insights

What changed this month, in one email.

The movements worth knowing across the companies we measure, with the evidence. Monthly, no spam.

By subscribing you agree to our privacy policy. Unsubscribe any time.