AstroFabric | Agentic AI for Business Intelligence

The agentic go-to solution for company and person data

You have the tools. Add autonomous data execution.

Give our AI agents a strategic objective and they automatically identify target entities, discover and verify key people, deeply enrich every record, score behavioral fit, and stream high-fidelity intelligence directly into the systems where your team already works.

Inspect a sample dataset and account brief. Synthetic examples show the fields, evidence dates and review steps; they are not customer results.

⟨ MISSION TOPOLOGY ⟩ONE OBJECTIVE // COORDINATED WORK

Describe your target. Get the intelligence.

01

Identify

Describe who. The agent turns your ICP into concrete criteria: firmographics, technology, hiring, funding, intent, location.

icp → 6 criteria · US · 50-500 employees

02

Discover

The companies that match are found across licensed sources, then the right people by title, seniority and department.

312 companies · 640 people

03

Enrich

Every row is filled source by source: domains, firmographics, technographics, funding, news and the buying committee.

waterfall · 4 sources · 96% filled

04

Score

Fit scores against your ICP, dedupe against your CRM, suppression of customers and competitors.

fit ranked · 41 suppressed · 12 merged

05

Verify

Emails and phones verified in bulk before anything ships. A contact that cannot be found costs nothing.

588 verified · 52 unreachable dropped

06

Deliver

The list persists, exports as CSV, pushes into your CRM and outreach tool, and stages as an audience on your ad account for approval.

APPROVAL → HUBSPOT · LINKEDIN AUDIENCE

⟨ ILLUSTRATIVE MISSION ⟩EXAMPLE

STEP 06 / 06CREDITS: ESTIMATED PER MISSION

One objective carries a whole list from criteria to delivery, without someone building and supervising every step by hand.

Every capability, one autonomous environment.

Each objective can draw on company data, person data, signals and delivery in one run. AstroFabric keeps context across every stage, so the agents move from criteria to enriched, verified, delivered rows without handoffs.

Company data

Identify companies by firmographics, technology, hiring, funding, similarity to your best customers, or location, including local businesses.

Person data

The right people by title, seniority and department, with verified emails and phones where findable.

buying committee · resolved from titles

Waterfall data enrichment

Resolve names to domains and fill firmographics, technographics, funding, news and the buying committee on any list, CSV or CRM segment, source by source until the field is filled.

waterfall · one field, source by source

Intent and business signals

Intent topics, hiring, technology adoption and change, funding, news, relationships. Standing signal monitoring that pings you when something moves.

signals · 90 days on watched accounts

Scoring and lead verification

Fit scores against your ICP, bulk email and phone verification, dedupe, suppression of customers and competitors.

scored list ∩ your CRM · overlap suppressed

Lists and lead sourcing

Persistent, refreshable lists that export as CSV and push into CRMs, sheets and outreach tools.

Audiences and ad targeting

Matched and custom audiences on connected LinkedIn, Meta and Reddit accounts, platform-ready exports for Google, TikTok, X and Pinterest, contact retargeting and suppression lists.

Personalization and outreach data

First-touch emails, sequences, openers and call notes grounded in each row's evidence, loaded into your outreach tool.

Autonomous AI agents, one shared data stack.

Each specialist agent carries its own mix of discovery, enrichment, verification, scoring, monitoring, analysis, writing and delivery, over the same licensed data and the same connected systems.

Prospecting agent - turns an ICP into the companies and people that fit, sourced from firmographics, technology, hiring and intent, delivered as a verified list.

MEET THE PROSPECTING AGENT →

⟨ CAPABILITY RADAR ⟩AGENT: PROSPECTING

One objective. Every stage.

A list build touches discovery, enrichment, verification, scoring and delivery in a single run. The agents hand context to each other; nobody moves a CSV between tools.

astrofabric · missionillustrative run

›Build a list of 100 fintech companies hiring SDRs, add the VP of Sales at each with a verified email, score them against our ICP and push the list to HubSpot.

FIVE OF MANY · SELECT A MISSION TO TRACE IT

⟨ MISSION TRACE · M1 ⟩EXECUTING

STAGE 6 / 6CROSS-CAPABILITY · NO HANDOFFS

Complex data intelligence, launched in plain language.

Playbooks transform high-level strategic objectives into repeatable, autonomous workflows. Simply describe the data, the live marketplace signals, or the target audiences you need. The agent determines the optimal execution steps, applies the correct data architecture, and carries the mission entirely through to system delivery.

PROSPECTING

Job-posting triggers → Attio

Every company that posted a job for RevOps or Marketing Operations in the last 14 days in the US: pull firmographics, find the VP of Marketing with a verified email, and write them into Attio as companies and people.

Hiring DataFirmographicsEmail FinderAttio

ENRICHMENT

Buying committee on every open deal

For every open opportunity in Pipedrive, find the economic buyer, the champion and the technical evaluator with verified emails, and attach them to the deal.

PipedrivePeople SearchEmail Verification

SIGNALS

Funding rounds in my ICP → Slack digest

Watch every company in my ICP for a new funding round; when one lands, enrich it, find the head of sales, and post the account with the evidence to #pipeline.

Signal WatchFunding DataEmail FinderSlack

COMPANY INTEL

Account plan before the call

For tomorrow's call with acme.com: firmographics, stack, hiring, funding, recent news and likely objections, as a one-page brief in Notion with every source attached.

FirmographicsTechnographicsHiring DataNewsNotion

PROSPECTING

Job-posting triggers → Attio

Every company that posted a job for RevOps or Marketing Operations in the last 14 days in the US: pull firmographics, find the VP of Marketing with a verified email, and write them into Attio as companies and people.

Hiring DataFirmographicsEmail FinderAttio

ENRICHMENT

Buying committee on every open deal

For every open opportunity in Pipedrive, find the economic buyer, the champion and the technical evaluator with verified emails, and attach them to the deal.

PipedrivePeople SearchEmail Verification

SIGNALS

Funding rounds in my ICP → Slack digest

Watch every company in my ICP for a new funding round; when one lands, enrich it, find the head of sales, and post the account with the evidence to #pipeline.

Signal WatchFunding DataEmail FinderSlack

COMPANY INTEL

Account plan before the call

For tomorrow's call with acme.com: firmographics, stack, hiring, funding, recent news and likely objections, as a one-page brief in Notion with every source attached.

FirmographicsTechnographicsHiring DataNewsNotion

PROSPECTING

Lookalikes of your best customers → Sheets

Take my 30 best customers, find 200 companies that look like them on size, industry, stack and growth, score each for fit, and append them to my Prospects sheet with the reason they match.

LookalikesFirmographicsTechnographicsGoogle Sheets

AUDIENCES

Intent list → LinkedIn matched audience

Find 500 companies showing buying intent on sales intelligence this month, pull the decision-makers, hash the emails and stage a LinkedIn matched audience for my approval.

Intent DataPeople SearchLinkedIn Ads

SIGNALS

Tech-stack changes on target accounts

Watch my 400 target accounts for adoption of a competing product or a migration off one, and refresh the list with the change and its date every week.

Signal WatchTechnographicsLists

PERSONALIZATION

Intent list → sequences in lemlist

Find 40 companies researching our category, verify the champion's email, write a three-touch sequence grounded in each account's signals, and load it into lemlist.

Intent DataEmail VerificationPersonalizationlemlist

PROSPECTING

Lookalikes of your best customers → Sheets

Take my 30 best customers, find 200 companies that look like them on size, industry, stack and growth, score each for fit, and append them to my Prospects sheet with the reason they match.

LookalikesFirmographicsTechnographicsGoogle Sheets

AUDIENCES

Intent list → LinkedIn matched audience

Find 500 companies showing buying intent on sales intelligence this month, pull the decision-makers, hash the emails and stage a LinkedIn matched audience for my approval.

Intent DataPeople SearchLinkedIn Ads

SIGNALS

Tech-stack changes on target accounts

Watch my 400 target accounts for adoption of a competing product or a migration off one, and refresh the list with the change and its date every week.

Signal WatchTechnographicsLists

PERSONALIZATION

Intent list → sequences in lemlist

Find 40 companies researching our category, verify the champion's email, write a three-touch sequence grounded in each account's signals, and load it into lemlist.

Intent DataEmail VerificationPersonalizationlemlist

ENRICHMENT

CSV of company names → clean CRM records

Resolve these 1,400 company names to domains, fill industry, headcount, funding and tech stack, merge duplicates against HubSpot, and push only the rows that are new or changed.

Domain ResolverFirmographicsTechnographicsHubSpot

AUDIENCES

Customer suppression on every ad account

Build a suppression audience from our customer list and the closed-lost accounts in HubSpot, and stage it on Meta, LinkedIn and Reddit so we stop paying to reach them.

HubSpotSuppressionMeta AdsLinkedIn AdsReddit Ads

VERIFICATION

Sequence-ready file from a stale export

Take last year's export, verify every email and phone, drop the bounces, dedupe against the CRM, suppress customers and competitors, and give me the clean file.

Email VerificationPhone VerificationSuppressionCSV

OUTREACH DATA

Local businesses by trade and city → Instantly

Every plumbing company in Austin with 5 to 50 employees and a website: owner name, verified email and phone, appended to my Instantly campaign as a new lead list.

Local Business SearchEmail FinderPhone FinderInstantly

ENRICHMENT

CSV of company names → clean CRM records

Resolve these 1,400 company names to domains, fill industry, headcount, funding and tech stack, merge duplicates against HubSpot, and push only the rows that are new or changed.

Domain ResolverFirmographicsTechnographicsHubSpot

AUDIENCES

Customer suppression on every ad account

Build a suppression audience from our customer list and the closed-lost accounts in HubSpot, and stage it on Meta, LinkedIn and Reddit so we stop paying to reach them.

HubSpotSuppressionMeta AdsLinkedIn AdsReddit Ads

VERIFICATION

Sequence-ready file from a stale export

Take last year's export, verify every email and phone, drop the bounces, dedupe against the CRM, suppress customers and competitors, and give me the clean file.

Email VerificationPhone VerificationSuppressionCSV

OUTREACH DATA

Local businesses by trade and city → Instantly

Every plumbing company in Austin with 5 to 50 employees and a website: owner name, verified email and phone, appended to my Instantly campaign as a new lead list.

Local Business SearchEmail FinderPhone FinderInstantly

Browse the full playbook library →

More than connected. Integration-ready.

Connect the CRMs, outreach tools, ad platforms and operational sheets your business already runs on. Our autonomous agents deliver verified, fully structured records directly into them, stage matched audiences for approval, and post live signal digests exactly where your team collaborates.

⟨ CRM AND OUTREACH ⟩

⟨ AD ACCOUNTS AND EMAIL PLATFORMS ⟩

⟨ SHEETS AND MESSAGING ⟩

One data layer for every team.

⟨ SALES ⟩

Sales & SDR

Accounts and people that fit, verified and loaded into the sequence before the week starts.

⟨ REVOPS ⟩

RevOps

Enrichment, dedupe and suppression that keep the CRM clean, with every field carrying its source.

⟨ PAID MEDIA ⟩

Demand gen & paid media

Matched, retargeting and suppression audiences built from lists and staged on every ad account for approval.

⟨ FOUNDERS ⟩

Founders

One objective in plain language, and the whole go-to-market data job carried end to end.

⟨ AGENCIES ⟩

Agencies

The same data standards across every client workspace, with each brand's lists, memory and permissions kept apart.

⟨ BUILDERS ⟩

Developers & AI builders

Lists, audiences and signals as endpoints, MCP tools and a CLI, under one meter.

Accessible to teams. Composable for developers.

AstroFabric Console

Launch missions, manage lists and watches, review evidence, approve pushes and follow autonomous work from one operational environment.

console · lists · approvals

MCP

Make the agents available inside MCP-compatible assistants: one mission_agent tool by default, the full catalog on request, under the same keys and scopes.

MCP · /api/mcp · OAuth

REST API

Lists, audiences, watches, signals, tools and agents as structured endpoints, with scoped keys, idempotent writes and signed webhooks.

POST /api/v1 · signed webhooks

CLI

The platform as a terminal command: build lists, push audiences and set watches, and let coding agents like Claude Code and Codex operate it end to end.

npm i -g astrofabric · af run

DEVELOPER ACCESS

REST API / launch a mission

curl https://www.astrofabric.ai/api/v1/agent \
  -H "Authorization: Bearer $ASTROFABRIC_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "mode": "async",
    "objective": "Find 10 Canadian SaaS companies"
  }'

MCP / connect your assistant

https://www.astrofabric.ai/api/mcp
Tool: mission_agent

Authentication, scopes and examples →

⟨ TELEMETRY ⟩LIVE MESH

Explore the documentation →

Everything from day one. Scale as you grow.

Credits buy the contacts, enrichment and signals the agents fetch; every plan turns on every AI agent and the full data catalog from day one, and plans scale by contacts a month, connected ad platforms, signal watches, seats and workspaces.

top-ups from $50 · auto-reloadmisses on contact finding are freecredits = enforced ceiling

Starter

The complete data layer for one seat.

Monthly credit grant

1,000 credits / mo

≈ 500 verified contacts
≈ 1,000 company lookups or signal rows

Additional credits $0.05 each

Monthly credits1,000

$65 /month

Start 3-day free trial

3-day free trial · 200 credits · cancel any time

Agents and data

✓Every AI agent, from day one
✓Full data catalog: company, people, signals
✓Waterfall enrichment and verification
✓Open-web research and discovery from criteria you write
✓Contacts found, verified and stored500 / MO

Delivery

✓CRM, sheet and outreach-tool pushes, approval-gated
✓CSV and platform-formatted audience exports
✗Audience pushes into connected ad accountsGROWTH
✓Connected ad accounts2 ACCOUNTS

Signals and automation

✓Standing signal watches10 WATCHES
✗Schedules: lists and digests on a cadenceGROWTH
✗Email agent and web chat widgetGROWTH
✗Your own MCP servers inside missionsGROWTH

Team and access

✓Seats1 SEAT
✓Workspaces on one subscription1 WORKSPACE
✓One shared credit pool across them, never a split
✓Console, CLI, REST API, MCP, Slack and Telegram
✓Signed webhooks and the audit log

GrowthMost popular

Full capability for a growing team.

Monthly credit grant

3,000 credits / mo

≈ 1,500 verified contacts
≈ 3,000 company lookups or signal rows

Additional credits $0.045 each · 10% OFF$0.05

Monthly credits3,000

$149 /month

Start 3-day free trial →

3-day free trial · 200 credits · cancel any time

Agents and data

✓Every AI agent, from day one
✓Full data catalog: company, people, signals
✓Waterfall enrichment and verification
✓Open-web research and discovery from criteria you write
✓Contacts found, verified and stored1,500 / MO

Delivery

✓CRM, sheet and outreach-tool pushes, approval-gated
✓CSV and platform-formatted audience exports
✓Audience pushes into connected ad accounts
✓Connected ad accounts8 ACCOUNTS

Signals and automation

✓Standing signal watches50 WATCHES
✓Schedules: lists and digests on a cadence
✓Email agent and web chat widget
✓Your own MCP servers inside missions

Team and access

✓Seats4 SEATS
✓Workspaces on one subscription2 WORKSPACES
✓One shared credit pool across them, never a split
✓Console, CLI, REST API, MCP, Slack and Telegram
✓Signed webhooks and the audit log
✓Discount on every additional credit10% OFF

Scale

For portfolios, agencies and larger pipelines.

Monthly credit grant

By agreement

Larger grants and contact allowances
Every credit rate below, with the plan discount

Additional credits $0.04 each · 20% OFF$0.05

Custom pricing by agreement

Talk to us

Larger grants, allowances and rollout support

Agents and data

✓Every AI agent, from day one
✓Full data catalog: company, people, signals
✓Waterfall enrichment and verification
✓Open-web research and discovery from criteria you write
✓Contacts found, verified and storedBY AGREEMENT

Delivery

✓CRM, sheet and outreach-tool pushes, approval-gated
✓CSV and platform-formatted audience exports
✓Audience pushes into connected ad accounts
✓Connected ad accounts25 ACCOUNTS

Signals and automation

✓Standing signal watches200 WATCHES
✓Schedules: lists and digests on a cadence
✓Email agent and web chat widget
✓Your own MCP servers inside missions

Team and access

✓Seats10 SEATS
✓Workspaces on one subscription10 WORKSPACES
✓One shared credit pool across them, never a split
✓Console, CLI, REST API, MCP, Slack and Telegram
✓Signed webhooks and the audit log
✓Discount on every additional credit20% OFF
✓Priority support, onboarding and rollout

Questions, answered.

What does a GTM data agent do?

You give it an objective in plain language, such as a list of companies showing intent for your category with verified decision-maker emails. The agent turns that into criteria, finds the companies and the people, enriches and verifies every row, scores fit, and delivers the finished list into your CRM, outreach tool, sheet or ad account, with the evidence behind each row.

Where does the data come from?

From licensed business data providers under contract, never scraped member networks. Company data, person data, technographics, hiring, funding, news and intent are queried source by source until a field fills, and each field keeps its source and timestamp. Contact finding that comes back empty costs nothing.

How do audiences get to my ad accounts?

Connect LinkedIn, Meta or Reddit with an OAuth click. The agent shapes a list into a matched, custom, retargeting or suppression audience, hashes the identifiers before they leave the platform, and stages the audience for your approval. Google, TikTok, X and Pinterest receive platform-ready exports.

What happens when I approve a push?

The staged action runs exactly as previewed: rows are written into the CRM or outreach tool, or the hashed audience is uploaded to the ad platform and matched. Every push is idempotent, attributed to the approver in the audit trail, and reported through webhooks as it moves from pushed to processing to ready.

How do lists persist?

Every list is a durable object in your workspace. It keeps its criteria, its rows and their evidence, and it can be refreshed on a schedule, exported as CSV, or pushed again as the data changes. Your plan sets how many lists and stored rows a workspace keeps.

What do credits buy?

Every data action has a listed credit rate shown in the console before the work runs: a verified email is a few credits, a technographic lookup a few more, a signal watch a small standing amount per account. The monthly grant is an enforced ceiling, and misses on contact finding are free.

Can I use it through MCP or the API?

Yes. The REST API exposes lists, audiences, watches, signals, tools and agents with scoped keys and signed webhooks; the MCP server exposes one mission_agent tool by default and the full catalog on request; the CLI wraps both for terminals and coding agents. One meter across every surface.

How is business contact data handled?

Contact data lives inside your workspace, isolated at the database layer, retained per your workspace settings with a deletion path, and honoured against your suppression lists. Audiences are hashed before upload, and rights requests reach us at hello@astrofabric.ai. The privacy policy has the full account.

Data Infrastructure for Contact VerificationProspecting

You have the tools. Add autonomous data execution.

Describe your target. Get the intelligence.

Identify

Discover

Enrich

Score

Verify

Deliver

Every capability, one autonomous environment.

Company data

Person data

Waterfall data enrichment

Intent and business signals

Scoring and lead verification

Lists and lead sourcing

Audiences and ad targeting

Personalization and outreach data

Autonomous AI agents, one shared data stack.

One objective. Every stage.

Complex data intelligence, launched in plain language.

More than connected. Integration-ready.

One data layer for every team.

Sales & SDR

RevOps

Demand gen & paid media

Founders

Agencies

Developers & AI builders

Accessible to teams. Composable for developers.

AstroFabric Console

MCP

REST API

CLI

Everything from day one. Scale as you grow.

Questions, answered.

Put autonomous intelligence to work.

Data Infrastructure for Prospecting