Subindex — Watch a Research Table Validate Itself
Subindex · Array Intelligence

Transforming Artificial Intelligenceinto Array Intelligence Serious AI Research LiesBeyond the Chat

Generate, validate, and maintain entire research datasets — and verify any document's claims.

What we solve

Two problems. One suite.

Verified information at scale — whether you're building research from scratch or checking work that already exists.

Research Tables · Subindex

Same questions, dozens of entities — trials, companies, stocks, papers. Manual takes days; one AI prompt can't span 50 rows and 24 columns, and you can't verify what it tells you.

Claim Verification · Chex

An AI report, manuscript, or document full of claims. Which are accurate, which are hallucinated, which lack context? Reading every source yourself isn't feasible.

Start free  ·  $20 credit on new accounts  ·  No credit card required

What it is

Subindex generates, validates, and maintains research datasets.

Give it a prompt or an existing spreadsheet. It returns a fully verified research matrix — every cell sourced, every answer color-coded by confidence.

The Difference

How is Subindex different from research agents like ChatGPT, Claude, and Perplexity?

Where research agents answer individual questions, Subindex covers the entire domain with accurate, auditable answers.
See it work · pick a domain
Ask a research question…
◆ Click any cell to explore the full table →
What you get in this cell
Full answerHIGH
Validation reasoning
QC reasoning
Sources & citations
Generating your report…
0%
Validation Report
90% Confidence
Explore the full live table →
Validating…
Monitoring · updated just now re-run anytime — the table stays current
Try Subindex free →
First 3 rows always free  ·  $20 credit on new accounts  ·  No credit card required
Why it's different

Five things every table gives you

Not just retrieved answers — validated, auditable, and kept current.

Accuracy

Every value independently validated and corrected, not just retrieved.

Auditability

Every cell carries its reasoning, QC pass, and numbered sources.

Flexibility

Any domain, any columns; from a prompt or your own spreadsheet.

Freshness

Re-run any table any time — results refresh in place.

Clarity

Color-coded confidence, an interactive viewer, and a shareable report.

How to use it

Three ways to use it

Every path starts with a free 3-row preview before you pay anything.

Create a table from a prompt
Describe your research question. Subindex proposes the rows and columns, then fills and validates the entire table.
Validate & update an existing table
Upload a spreadsheet you already have. Every cell gets independently verified, corrected where needed, and sourced.
Monitor & keep current
Re-run any table at any time. Outputs update in place — ideal for news, analyst data, or anything time-sensitive.
A real runOne prompt, a fully verified dataset See the example

An actual Subindex run, end to end — open the live table and explore it yourself.

Live example

Prompt: "I need a comprehensive overview of highly anticipated Phase 3 oncology trials"

51Trials
24Columns
1,224Verified cells
<$40Total cost
<10 minEnd to end
Phase 3 oncology trials — click to explore the live interactive viewer
Explore the live Phase 3 Oncology Drug Trials table →
The reportEvery table ships with a Validation Report. Preview the report

A self-contained, shareable report on top of every finished table. One Confidence donut headlines reliability — a cell-weighted score across every column. Below it: an agentic synthesis with inline citations, the strongest evidence, the caveats, and a numbered reference list — each citation deep-linking back to the exact cell in the viewer.

Open in the browser, Save as PDF, or share a public link.

0% Confidence
High Medium Low
Subindex Validation Report — Confidence donut, restated research question, agentic synthesis, and numbered references
Open the live oncology demo →
Also in this guide: Chex — claim verification for AI outputs & manuscripts. Got an AI-generated report, a vendor white paper, or a draft manuscript? Chex extracts every factual claim and verifies each one independently against authoritative sources — confidence-rated, cited, and auditable. See Part 2 →
Chex — Get Your Due Diligence, Done. by Subindex AI
Copy. Paste. Validate.
Claim verification

Chex — verify every claim in a document

The same validation engine, pointed at any document's claims. Paste an AI output, manuscript, or report — Chex extracts every factual claim and checks each one independently, confidence-rated, cited, and auditable.

See it work · pick a document
Paste text or a PDF
Paste any AI output, manuscript, or report…
Click any claim to open it live →
What you get for this claim
Qualified claimCONFIRMED
Validator's reasoning for the score
Why the validator restated the claim
Evidence & sources
Generating your Trust report…
0/100
Trust Report
Trust 96 / 100
Explore the full live check →
Verifying…
Monitoring · checked just now re-check anytime — the sources stay current
How Chex works
Reviewing an AI report, a vendor white paper, or a manuscript before submission — dozens of factual claims. Which ones are accurate? Chex verifies each claim independently against authoritative sources, returning a confidence-rated table of what's confirmed, what's wrong, and what needs context.
Paste your text or upload a PDF

Any AI output, manuscript, report, or document. Chex extracts every factual claim automatically.

Review the free 3-claim preview

Check confidence color-coding, qualified facts, and source citations before committing. No credit card required.

Approve to verify the full document

Results arrive as a structured table. Click any claim for the full evidence trail — explanation, QC reasoning, and numbered sources with direct quotes.

Chex — click to open
Paste any AI output, manuscript, or document — or click to open subindex.ai/chex.
Chex — click to explore the live output
Explore the live Chex output →
Each row is a verified claim — click any row for the qualified fact, confidence rating, explanation, and numbered citations with direct quotes.
The reportChex reports a Trust score for the whole document. Preview the report

A criticality-weighted Trust donut headlines how well the document holds up. An attention required list surfaces the weakest claims first, and every claim carries its full evidence trail — the validator's reasoning, an independent QC pass, and numbered sources with direct quotes.

Shareable and printable, same as the table report.

0 Trust / 100
Confirmed Partial Refuted
Chex Trust Report — Trust donut, highlights attention-required list, and per-claim evidence trail
Open the live Chex demo →
Try Chex free →
First 3 claims always free  ·  5–50¢ per claim  ·  $2 minimum
The details

Everything else, one click away

Pricing, getting started, outputs, developer access, and your account — open what you need.

How to get started

Go to subindex.ai/app. Login is triggered on first use — interact with the tool and you'll be prompted to enter your email and verify with a 6-digit code. New accounts start with $20 in free credit.

Choose your starting point

Create a table from a prompt, or upload a spreadsheet to validate. Either way, a short AI conversation pins down scope, entities, and columns before anything is built.

Review your free 3-row preview

Always free. Check quality, confidence color-coding, and source citations before committing to the full run.

Approve — or refine and re-preview

Approve to generate the full table, or give plain-language feedback and the AI re-previews. Repeat until it's right.

Subindex app — click to open
The Subindex app — create from a prompt or upload your own; an AI conversation defines scope first.
Outputs & formats

Every finished table travels in the formats you already work in — and stays linked back to the live viewer.

Excel JSON Shareable viewer link Update at any time
Excel download — color-coded validation output
The Excel download mirrors the viewer's confidence color-coding, with a full-detail tooltip on every cell — click Enable Editing to activate them. After a full run you also receive an email with a receipt and a link back to the viewer.
PricingPreview free · ~$0.05–0.25/cell · $2 min · $20 free credit

Preview free, pay on approval — the same model for both tools.

TierSubindex (per cell)Chex (per claim)
Preview (first 3) Free Always free Free Always free
Standard~$0.05 / cell~$0.05–0.50 / claim
Advanced~$0.25 / cell
Minimum per run$2.00$2.00
New account credit $20 Shared across both tools
Developer & API access

Subindex and Chex are also available via REST API and Claude MCP for automated workflows and batch processing.

API + MCP Guide — click to open
REST API, Claude MCP setup, code examples, and pricing — open the full guide below.
Open the API + MCP Guide →
Your account

Shared across both Subindex and Chex. Click your email in the top-right corner of the first card, or go directly to subindex.ai/account.

Email button on the first card
Click your email (top-right) to open the account panel
Account panel
Balance, credits, activity log, API keys, and sign-out
You have $20 in your account — let's go!