Skip to content
AI research agents · Every claim sourced

Research that checks
its own work.

Proofline agents plan the research, gather from your documents and approved sources, check each claim and write a cited report your team can review. Completed jobs show their cost alongside the sources used.

Already ready to explore? Create a workspace ↗
✓ 10 Standard tasks free every month No credit card needed
↗✓⌕
Every finding has a paper trail.Sources. Cost caps. Human approval.
PROOFLINE / FROM CONTEXT TO DRAFT Interactive example · inspect the sources
01 / YOUR CONTEXT

Review this supplier before onboarding.

SOURCE 1 / EXCERPT

Registration ID: DEMO100. Submitted by the applicant.

Click a source to inspect the example excerpt.
03 / REVIEWABLE OUTPUTDraft

Supplier review memo

The application and certificate contain different registration IDs.

▤ Application.pdf + Certificate.pdf
OPEN CHECKRequest the official registration record.
Review memo + source references↗
Built around evidence, with the final decision in your hands.Example content · no live checks performed
BUILT FOR THE WORK
that needs to be right.
Sales & outbound ↗
KYB & compliance ↗
Recruiting ↗
Market research ↗
What we do

Research agents that show their evidence.

Proofline is a web app and API for business research. Agents gather from named sources and your files, write a structured report, and a fact-check reopens every cited source before you rely on it.

What it does
Runs eight guided playbooks, from Find customers to Onboard a vendor, as live multi-step jobs.
Answers a question with the right gallery agent, picked automatically, or one you built.
Finds decision makers and work emails, and writes outreach drafts it never sends.
Every claim links to its source with the quoted passage.
Reports export as Markdown or JSON, or open through an expiring share link.
8 playbooks57 agentsCited reports
Who it is for
Sales and outbound teams finding and preparing accounts.
Diligence, KYB and compliance teams onboarding customers and vendors.
Recruiters, and anyone researching a market or competitors.
Developers, through a REST API, webhooks and an MCP server.
SalesKYBRecruitingDevelopers
How it works
A lead agent splits the question; parallel researchers work the sources: up to 3 at Standard, 8 plus a verifier at Deep.
A writer returns a structured report; budgets, turn limits and deadlines keep each run bounded.
A system fact-check reopens each cited page and looks for the quote.
PlanResearchWriteVerify
One workspace

Everything meets in one research runtime.

Playbooks, agents and your own questions all run on the same engine: it plans, researches in parallel, writes and verifies. The sources it read and what it cost stay attached to every result.

See the system map ↗

PROOFLINE / HOW IT FITS TOGETHER

Research runtimePlan → research → write → verify
Playbooks

A whole campaign, not just one answer.

From your first question to a reviewed result. Follow each step, inspect the companies and people it finds, and keep control of what happens next.

Start a playbook ↗
  • Prepare an account
  • Enter a market
  • Know your competitors
  • Find a job
  • Find candidates
  • Onboard a business customer
  • Onboard a vendor
Find customers · northstar.example
Running
STEP 1 OF 9 · PROFILE

Research your company

Reads your website for products, value propositions, proof points and named customers.

Northstar Demonorthstar.example · Fictional company

A research workspace for teams turning scattered information into clear decisions.

Products
Research briefs · Team workflows
Customers
Operations and research teams
Proof points
Review source evidence before use
Spent so farof the amount held up front
Whatever the hold doesn’t use goes back to your workspace.
Outbound, researched

From your website to a draft for the person who decides.

Eight stages, each a cited research step. Work emails are found through the providers you connect or proven from public pages, and every draft waits in an outbox for you.

ILLUSTRATIVE OUTBOUND WORKFLOW01 / 08
Company research · What you sell and to whom
WORK EMAIL · ILLUSTRATIVE
Jordan NovakHead of Operations · Example Freight Ltd
  • Saved emailsNot found · Not looked up before
  • Hunter (your key)Not found · No verified address
  • Findymail (your key)Found · Verified address
j.novak@example.comValid

Providers are tried in your order until one verifies the address. Without a provider match, Proofline uses an address printed on a public page, or one built from a pattern that two published addresses at the domain prove. Never a guess.

SAVED EMAILS

Found once, reused.

Every find is kept and checked first next time, so you don’t pay a provider twice for the same person.

Verified finds
reused for 180 days
Catch-all and public finds
reused for 90 days
Misses
remembered for 30 days

Finds made with your provider key stay with your workspace. A person removed on request is never saved or looked up again.

How verification works

The system checks the agent’s work.

Research agents cite what they find. Then a separate fact-check, run by Proofline rather than the model, reopens every cited source and looks for the quoted passage.

All trust features ↗
Evidence check01 / 04 · ILLUSTRATIVE WORKFLOW

Every claim carries its quote

A report is stored as claims, not just prose. Each claim keeps the page or file it came from, the passage quoted and a confidence level.

ILLUSTRATIVE EXAMPLE · FICTIONAL COMPANY
Claim 01

Acme Logistics GmbH has been registered in Hamburg since 2011.1

Source 1 · Official registry
“Eingetragen: Amtsgericht Hamburg … seit 14.03.2011”
Choose a stage or inspect a sample check result.

See the source. Inspect the passage. Review the finding.A matching quote is evidence to inspect, not a guarantee that a claim is true.

Agents

One question. The right expertise.

Ask for candidate screening, KYC and KYB checks, sales research, or market intelligence. Leave the composer on Auto and Proofline selects a suitable agent—or researches the question directly. Review the findings and sources in one place.

Try the composer ↗
Proofline / Agent workspaceInteractive illustration
COMPOSER · ILLUSTRATIVE01 / 07

Check Example Freight Ltd before we sign them as a customer.

✦ AutoStandard
Auto pickedKYB VerificationCompany identity, ownership and onboarding checks
Source referencesStructured findingsHuman review
Company
Example Freight Ltd
Country
United Kingdom
Checks
Registry, owners, sanctions
Draft for your team

Company identity and ownership findings, source references, and unresolved checks.

BUILD · VERSION · EVALUATE

Make an agent your own.

Start from a gallery agent, installed once per workspace.

Your research agentIllustrative configuration · draft
Draft
Procedure
Research → check → write
Inputs
Company, region, review criteria
Tools & skills
Selected for the task
Output
Findings + source references
Review configuration → run test cases → publish
Publish with a history.Example versions
  1. v3Evals passed · published
  2. v2Eval score dropped · stays a draft
  3. v1Previous version · roll back any time
Example: tests pass → publish

When an agent has test cases, a new version must pass them before it goes live. Skipping the gate is a deliberate, labelled choice.

Built around your process

Make good research a repeatable habit.

The agents do the research. Your team defines the method, reviews the evidence, and makes the decision.

Built for your team’s judgment, with the work behind every result visible.

Proofline / WorkflowsInteractive illustration
01 / WORKFLOWS

A process your team can repeat.

Connect research agents, add a review, and decide where the result goes. Start with a template and adapt the steps to your team.

  1. ✓New vendor
  2. ✓Company research
  3. ✓Security review
  4. ◎Human approval
  5. ✓Reviewed brief
◇
Vendor onboardingExample workflow · review before delivery
Human review
New vendor submittedTrigger
01 / COMPANYIdentity & ownershipResearch agent
02 / SECURITYTrust & controlsSecurity agent
◎
Your reviewInspect both findings before continuing
Approval step
Findings meet at your approval step.
Fictional sample data. No live runs, customer records, or screenshots.
Your agent workforce

Hire a specialist for every repeat job.

Start from an agent that already knows the work, then shape it to your process. Each one cites what it finds.

All runs

Every run in one place.

Track research, review approvals, and return to any conversation. Find the work you need, then pick up where you left off.

  • Follow live progress and keep partial findings.
  • Review plans before research continues.
  • Open reports, download Markdown, or ask a follow-up.
RUNS · ILLUSTRATIVE Sample workspace
5Total runs
2Completed
1Needs approval
Research activitySample sequence · not workspace analytics
Question → research → reviewed result
5 results
  • Who owns Example Freight Ltd?KYB Verification · StandardRunning
  • Map the EV charging market in PolandDeep Research · DeepWaiting for plan approval
  • Brief me on Acme Payments before TuesdayAccount Research · StandardCompleted
  • Any sanctions news on our top 20 vendors?News Monitoring · FastCompleted
  • Compare these three supplier contractsContract Review · StandardPartial answer
After the answer

Keep the context. Build on the work.

A useful finding should survive the conversation. Keep records, preserve their evidence, and bring the right context into the next run.

Keep the useful rows.

Turn a table from an answer into a tracker. Choose the columns your team needs, then keep the records together for future research.

Start from a template or add a table from a report.
TrackersFictional sample
Vendor research tracker
CompanyReviewNext step
Northstar DemoNeeds evidenceRequest certificate
Willow ExampleReady to reviewOpen brief
Cedar SampleResearch pendingCheck ownership
Illustrative interface · no workspace data is loaded
Use cases by team

Built for the teams that research for a living.

Sales, diligence, recruiting and market research each get a playbook made of gallery agents, and the sources that work needs.

SALES & OUTBOUND

From your website to drafts for the people who decide.

You give

Your website, the regions you sell in and what you offer.

Playbooks
  • Find customers
  • Prepare an account
Steps it runs
  1. Define campaigns
  2. Find potential customers
  3. Find decision makers
  4. Find work emails
  5. Outreach ready
Gallery agents
  • Account Research
  • Competitor Discovery
  • Decision Maker Finder
Sources it reads
  • Web search and company sites
  • GDELT news
  • Your email provider keys
Beyond a prose answer

Tools that make the reasoning inspectable.

Eight analysis tools work over retrieved or extracted data. Enable the ones your agent needs, alongside its research tools and your company procedures.

Identity

Rank candidate records and disclose identifier conflicts.

Ownership

Calculate shares through supplied ownership edges; expose gaps.

Documents

Compare extracted fields with their original references.

Financial ratios

Calculate supported ratios with formulas and missing inputs.

Evidence

Compare contradictions without counting repeated sources twice.

Source changes

Compare supplied snapshots and identify changed lines.

Coverage

Check gathered evidence against the requested requirements.

Spreadsheet rows

Keep currency totals separate and flag duplicate candidates.

RESEARCH → REVIEW → DELIVERY

Write the report your team can work with.

Define the brief and relevant sections. Inspect citations, request revisions and export Markdown or JSON from the report workflow.

Review memoPolicy comparisonCompany briefAPI results
Confidence, by design

A little less trust us. A lot more show me.

The details that turn an answer into something you can act on.

Explore all features ↗
01 / Traceable evidence

Click a claim.
Meet its source.

Open the quoted passage, the original page, and the verification result. Contested claims stay visible.

ACME LOGISTICS · SAMPLE REPORT

The company is registered in Hamburg and has been active since 2011.1

One commercial dispute requires review.2

▤
Source 02 · Court recordQuoted, linked, and checked.
↗
02 / Human approval

Agents do the work.
You make the call.

Proposed actions come with the context behind them. Approve when you’re ready.

Frosted glass dashboard with floating document, approval and review cards

Your data. Your rules.

Work with your own sources, workspace permissions, and a complete research trail.

Visit the Trust Center ↗

Built to get better.

Reviewer corrections turn into test cases. Make the next run better than the last.

Inside the platform ↗
Built for work you can trust

Dependable by design, not by luck.

Models make mistakes. The system around them is built so those mistakes are caught, bounded and visible.

  • Budgets that finish the work

    A run keeps money back for the write-up, so a tight budget still ends in a usable report rather than a half-finished one.

  • Approval before any action

    Anything that changes the outside world, from an email to a CRM update, waits for a person to approve it, unless your policy lets that one action run on its own.

  • An eval gate on every publish

    When an agent has test cases, a new version must pass them before it goes live. If quality drops, it stays a draft. Skipping the gate is a deliberate, labelled choice.

  • Conflicts kept, never overwritten

    When two sources disagree, both stay on the record with their evidence. Memory gains history; it never loses it.

  • Budgets and deadlines

    Every job has a research budget and a time limit, enforced on the server. Nothing runs away.

  • Recovery when a worker stops

    If the machine running a job goes quiet, the run is finished from what was saved, completed as partial, or closed with nothing charged, and the run says which.

Batteries included

Everything an agent needs, on day one.

No integration project before the first answer. Sources, skills and agents are already wired in.

Data sources
64+
Registries, sanctions lists, filings, courts, news and more, ready to query.
Skills
259+
Proven methods an agent loads for the task in front of it.
Gallery agents
57+
Ready-made specialists you can run today or adapt.

Catalogue sizes at the last count; they grow with every release.

The evidence comes first

Many sources. One connected story.

Bring records, research, and your context together. Keep the source attached to every finding.

▤
Company registriesEntity & ownership
↗
⌕
Public recordsFilings & history
↗
✓
Sanctions listsRisk screening
↗
≡
Court recordsLegal context
↗
↗
Web researchNews & websites
↗
⌑
Your documentsPrivate context
↗
Sources & integrations

Named sources, not “the internet”.

Official records. Public research. Your own context. Explore the sources behind the work, with references you can inspect.

THE SOURCE EXPLORERIllustrative flow · no live queries
01 / EXPLORE

Registries & filings

Official records, read directly
  • GLEIFLEI records and parent companies
  • SEC EDGARUS company filings
  • EU VIESEU VAT number checks
  • UK Companies HouseUK companies, officers and filings
  • French company registerFrench company records
  • OpenCorporatesCompany records across jurisdictions
01 / 04   Explore every source category

Source coverage differs by country and record type. Email providers work only with your own account and key.

The platform runs it

You describe the job. We run everything under it.

The hard parts of putting agents into production come built in.

Inside the platform ↗
EXAMPLE RUN · STANDARDIllustration
  1. PlanQuestion split into 4 research tasks
  2. Gather3 researchers read registries, filings and news
  3. VerifyEvery quote reopened at its source
  4. WriteCited report ready for a person to review
Cost of this run$1.60

Capped at $6.00 before it started. You pay what was used, never more.

Fast
up to $1.00
Standard
up to $6.00
Deep
up to $20.00
THE SYSTEM AROUND THE MODEL

Keep the process visible.

Every run shows its steps, the sources it read and what it cost, against a cap set before it started. Your team controls access, review and delivery, and the audit log records who did what.

  • Orchestration

    Plans, parallel researchers, fact-checks and hand-offs between agents, run for you.

  • Connected data and tools

    Public catalogues, your files, connectors and MCP servers, in one place.

  • Scoped credentials

    API keys limited to the scopes they need, passkeys and MFA for people, and SSO with SCIM on plans that include them.

  • Usage per run

    Every job shows what it cost and which sources it used, line by line.

  • Audit trails

    A tamper-evident log of who did what and when, ready to export.

  • Retention you control

    Choose how long runs, files and reports are kept, and delete on your schedule.

Security & trust

Controls you can check, stated plainly.

What is built into every workspace today. No badges we haven’t earned.

Security details ↗
  • Passkeys and MFA

    Passkeys, authenticator apps, SMS codes and backup codes. Passwords hashed with Argon2.

  • Four workspace roles

    Admin, Builder, Reviewer and Viewer, enforced by the API, not just hidden in the UI.

  • Tamper-evident audit log

    Hash-chained per workspace and kept at least 400 days. Export on plans that include it.

  • Scoped API keys

    Per-scope access, optional expiry and IP allowlists. Secrets stored encrypted.

  • SSO and SCIM

    Google Workspace or OpenID Connect sign-in and SCIM provisioning, on plans that include them.

  • Retention you set

    Keep files 30 days to 7 years; audit log 400 days to 7 years.

Not certified yet. Proofline does not hold SOC 2 or ISO 27001 certification. Our AI providers are named on the subprocessors page.

Read the Trust Center ↗
Every format

The answer, in the shape your team uses.

Read it, send it, present it or feed it to your systems. Same evidence underneath every format.

  • Report

    Available

    A cited report in Markdown, with charts and tables

  • Sheet

    Available

    CSV or Excel from batches and trackers

  • JSON

    Available

    Structured answers for your own systems

  • Live page

    Available

    A share link that opens the report in a browser

  • Dashboard

    Available

    Charts and tables over a batch or a tracker, with a share link

  • Database

    Soon

    Rows written straight into a connected database

  • Audio

    Soon

    A spoken briefing of the findings

For the builders

A few lines. A research team.

Bring research into your own workflow. Explore runs, reports, and structured evidence.

Explore the developer platform ↗
// Server-side: configure your API origin, live key and workspace.
// Persist the idempotency key with this request; reuse it for retries.
const origin = process.env.PROOFLINE_API_ORIGIN;
const workspace = "your-workspace";
const headers = {
  Authorization: `Bearer ${process.env.PROOFLINE_KEY}`,
  "Content-Type": "application/json",
  "Idempotency-Key": crypto.randomUUID(),
};

const response = await fetch(
  `${origin}/v1/workspaces/${workspace}/runs`,
  {
    method: "POST",
    headers,
    body: JSON.stringify({
      question: "Research Acme Logistics and its supplier risks",
      effort: "standard",
      require_plan_approval: false,
    }),
  }
);
if (!response.ok) throw new Error(await response.text());
const run = await response.json();
console.log(run.id, run.status, run.charged_micro_usd);
Onboard your coding agent

Paste once. Your agent knows Proofline.

Give your coding agent this block. It reads the docs written for agents, connects the MCP server and installs the plugin.

For your coding agent
Set up Proofline for this project.

1. Read https://proofline.iamrraj.com/llms.txt and https://proofline.iamrraj.com/.well-known/agent-onboarding.md.
2. Add the Proofline MCP server to your MCP config (.mcp.json):
{
  "mcpServers": {
    "proofline": {
      "type": "http",
      "url": "https://proofline.iamrraj.com/v1/mcp",
      "headers": {
        "Authorization": "Bearer ${PROOFLINE_API_KEY}"
      }
    }
  }
}
3. Install the Claude Code plugin from a checkout of the Proofline SDK:
   claude plugin marketplace add ./sdk/claude-plugin
   claude plugin install proofline@proofline

Use an API key from Settings → API keys as PROOFLINE_API_KEY. Never commit it.
Build with us

One company workflow. A better way to do it.

Bring the task, the documents and the outcome your team needs. Join the company pilot waitlist.

A focused pilot, with scope and acceptance criteria agreed together.

Company documents flow through evidence review into a report for human approval
Can we measure how the site is used?

With your OK, Google Analytics counts visits. No ads, no selling data. Cookie Policy