Three graph8 agents each standing at their own panel along a daylit wall, one panel lit, while a revenue leader walks the row.
graph8 by industry

AI agents for your revenue org, set up for your industry.

Buyers, sales cycles and compliance rules differ by industry. Studio builds the ICP and messaging for yours from your website, and the signals show which accounts are in market. The agents run outbound and answer inbound. Your team approves what goes out, and every AI action is logged.
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01 / What changes by industry

What changes by industry

Buyers, sales cycles and compliance rules change how a revenue team sells. graph8 changes its setup for each one. It is the same product.

Different buyers.

A fintech CRO buys differently from a hospital VP. Studio builds the ICP, the personas and the messaging for each industry.

Different cycles.

Some deals are self-serve SaaS. Some are twelve-month regulated evaluations. The same platform runs both and shows which deal needs you this week.

Different compliance.

Your team sets which agent actions need approval before they go out, and every action is logged for review. graph8 is SOC 2 Type II.

02 / By industry

What graph8 does in each industry

Each card names the buyer and the sales cycle, what Studio builds, the signals that matter, and what your team controls.

SaaS and software

Fast cycles, technical buyers
Buyer and cycle

VPs of Sales, RevOps and growth leaders at product-led and sales-led software companies.

Short to mid cycles, often self-serve or pilot-led. Buyers judge the copy as they read it.

Studio builds the ICP

Studio reads your site and builds a software ICP with personas, value props and messaging. The brand voice comes from your homepage.

Demand signals

Hiring spikes and funding rounds mark accounts that are growing. Those signals feed your lists and sequences.

Compliance and control

An audit log of every outbound action, on a SOC 2 Type II platform.

Moving now (example)

Revenue operations automation +41%

Explore graph8 for SaaS and software

Fintech and financial services

Regulated, long evaluations
Buyer and cycle

Heads of banking, fintech CROs and insurance distribution leaders at regulated institutions.

Evaluations of nine to twelve months, with many stakeholders in procurement.

Studio builds the ICP

Studio builds a fintech ICP and drafts copy for your compliance team to review before it goes out.

Demand signals

Compliance posture, funding events and regulatory filings flag accounts in motion. Those signals set when outreach goes out and what it says.

Compliance and control

Approval before any agent sends, so your compliance team reviews regulated messages first. Every action is logged.

Moving now (example)

Embedded finance adoption +33%

Explore graph8 for Fintech and financial services

Healthtech and healthcare

Regulated, specialist buyers
Buyer and cycle

VPs of Sales and Marketing at hospital systems, health insurers, medtech and digital health companies.

Six months or more. Hospital procurement is slow, and specialist buyers need specialist content.

Studio builds the ICP

Studio builds a healthcare ICP with personas for specialties such as cardiology, oncology, orthopedics and primary care.

Demand signals

Compliance posture, facility expansions and clinical hiring mark accounts ready to evaluate. The signals update your lists as they arrive.

Compliance and control

Approval before any agent sends, and a log of every action for your compliance review.

Moving now (example)

Synthetic patient data +29%

Explore graph8 for Healthtech and healthcare

B2B services

Relationship-led, volume outbound
Buyer and cycle

Founders, heads of growth and partners at consultancies, IT services and managed-service firms.

Mid-length cycles built on trust, run at volume across a defined territory.

Studio builds the ICP

Studio builds your brand voice from your site, then writes founder to founder messaging in it.

Demand signals

Hiring spikes, funding and expansion mark accounts that just grew the team you serve. Each signal goes to the right owner.

Compliance and control

An audit log of every action, and approval before sends when you want it.

Moving now (example)

Nearshoring demand +24%

Explore graph8 for B2B services

GTM and leadgen agencies

Many clients, one platform
Buyer and cycle

Agency owners and operations leads who run outbound, demand gen and SDR as a service for clients.

Every client runs in parallel. The limit is margin and output per person, more than the sales cycle.

Studio builds the ICP

Studio sets up an ICP, brand voice and personas for each client from a URL, so a small team runs many client brands without seven tools per client.

Demand signals

Each client gets its own data, signals, sequences, dialer and inbox. The agents carry the volume, so each person on your team can run more clients.

Compliance and control

Separate settings for each client, deliverability across many domains, and reports each client can see.

Moving now (example)

Community-led growth +22%

Explore graph8 for GTM and leadgen agencies

Cybersecurity

Strict inboxes, proof first
Buyer and cycle

CISOs, heads of security and IT directors evaluating security platforms and managed services.

Mid to long cycles. CISOs filter their inboxes hard and report vague outreach as phishing.

Studio builds the ICP

Studio builds a security ICP and drafts briefs from your public security posture that name specific threats and stacks.

Demand signals

Breach disclosures, security hiring and stack changes flag accounts in evaluation. You can hold phone calls until an account shows a warm signal.

Compliance and control

Your own SOC 2 and ISO posture stated in the messaging, with an audit log of every send.

Moving now (example)

AI guardrails +35%

Manufacturing and industrial

Channel-led, long cycles
Buyer and cycle

VPs of Sales, channel managers and OEM business leads at industrial and process manufacturers.

Six to twelve months, through distributors and pipeline from trade shows.

Studio builds the ICP

Studio builds an industrial ICP and a distributor enablement pack, so every rep and channel partner uses the same messaging.

Demand signals

Plant expansions, equipment purchases and supply disruptions mark accounts in motion. Voice agents reach plant and operations leads who do not read email.

Compliance and control

Approval settings and an audit log for every agent action, across long cycles with many stakeholders.

Moving now (example)

Lights out manufacturing +18%

Selling into an industry not listed here? graph8 is set up the same way for it.

03 / Demand signals

Which accounts are in market

Signals and Data track B2B research behavior across industries, refreshed every 6 hours. The weighting changes by industry: hiring and funding for SaaS, compliance posture for fintech and healthtech.

Signals, per industry.

Research behavior by company size, seniority and region. The signals that matter most in your industry carry the most weight.

Data underneath.

700M+ contacts and 100M+ companies, with 30B intent records and about 2B signals a day.

Straight into outreach.

The lists you build and the sequences you run use the same signals, so outreach goes to the accounts that are in market.

04 / Studio by industry

Brand, ICP and messaging from your website, set up for your industry.

Point Studio at your website. It reads your brand, builds the ICP for your industry, and generates 44 documents per org: personas, value props and messaging for your buyers. Healthtech gets messaging for clinical buyers. Fintech gets copy ready for compliance review. SaaS gets a technical tone that leads with proof.

  • Brand voice taken from your homepage
  • Personas matched to your industry
  • Approval settings for regulated messages
  • 44 documents per org, regenerated when your industry focus changes
Studio generation Per org
44 documents per org
1 ICP for your industry
Brand voice taken from your homepage
Personas matched to your industry
Approval settings for regulated messages

21 context, 16 intelligence, 6 research, and 1 brief.

05 / Top movers

Which industries are moving

graph8 ranks the top movers by 7-day signal volume across the industry index, refreshed every 6 hours. You can build a list from any trend and run outreach from that list in graph8. The ranking below is an example.

Explore the full trend index
SaaS and software Revenue operations automation #1 Fintech and financial services Embedded finance adoption #2 Healthtech and healthcare Synthetic patient data #3 B2B services Nearshoring demand #4 GTM and leadgen agencies Community-led growth #5 Cybersecurity AI guardrails #6
06 / Where graph8 comes from

From CIENCE to graph8

graph8 comes from CIENCE, which has run multichannel outbound for B2B companies for a decade. graph8 is built on that campaign data, across thousands of B2B campaigns in many industries.

07 / The data

The data under every industry

The same data, signals and agents work for every industry graph8 is set up for.

700M+ contacts
100M+ companies
30B intent records
2B signals a day
44 docs per org
08 / Pricing

You pay for what the agents run. Every user is included on the Team plan.

Execution credits send, call, and run agents. Contact credits reveal and enrich the people you target. Three ways in.

For trying it out Pay as you go
Free to start

A free entry point to the full platform. No credit card.

  • 1,000 contact reveals to start
  • 500 execution actions free
  • Full platform access, no card
  • Then $0.05 per credit
Start Free
For data in your AI tools MCP Unlimited
$25 / user

Unlimited contact data, in the tools you already use.

  • Unlimited contact data, fair use
  • 2,500 execution credits a month
  • Priced per user, not per org
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Start Free
Recommended
The full platform Team plan
$99 / mo

Unlimited users and data. Every app, one bill.

  • Campaigns, dialer, AI voice, and AI workflows
  • Meetings routed and booked for you
  • 10,000 execution credits a month
  • Unlimited users, no seat fees
  • 7-day free trial, no credit card
Start Free

Everything in the Team plan

$99 / mo, all included

The $99 Team plan is the full platform: everything below, for the whole org. MCP Unlimited and Pay as you go are lighter entry points with usage and seat limits.

What the agents run

10,000 credits included
  • Campaigns and sending infrastructure Mailboxes, domains, and deliverability run for you, end to end.
  • 5-channel sequencer Email, phone, LinkedIn, SMS, and WhatsApp in automated sequences.
  • Dialer and AI voice agents Reps call from the built-in dialer. AI voice answers inbound calls, makes outbound ones and books the meeting.
  • AI inbox Every inbound email, LinkedIn message and reply sorted, drafted and answered.
  • Meeting routing and booking Route leads to the right rep and book the meeting automatically.
  • CRM, pipeline, and quotes Deals, quotes, and each rep's daily list in My Desk.
  • Studio content engine Brand, newsletters, landing pages, ads, and campaign content.
  • AI agents and workflows Operator and Executor agents for RevOps, deal reviews, and SDR work.

Contact data

Included
  • MCP Unlimited for every user A $25 per user value, included for the whole org on the Team plan.
  • No monthly cap on contact data Reveals, lookups, enrichments, and exports run org-wide, every seat.
  • Buying signals Visitors, intent, hiring, and job-change signals on every account.
  • Waterfall enrichment Third-party providers, pay on match or bring your own keys.
  • Free search and browse Your whole team explores 700M+ contacts and 100M+ companies.

For the whole team

Always on
  • Unlimited users, no seat fees Invite everyone. Pricing never scales with headcount.
  • Every feature unlocked No tiers gating voice, enrichment, sequencer, campaigns, or desktop.
  • Built-in CDP and integrations Warehouse, 500+ connectors, two-way CRM sync included.
  • Month-to-month, no contracts Cancel anytime.
  • Fair-use rate limits Limits apply on all plans. They guard against scraping, not real GTM work.

Execution credits send, call, and run agents. Contact credits reveal and enrich the people you target.

Data tax ROI calculator
09 / FAQ

Questions about industries

Is there a separate graph8 product for each industry?

No. It is one platform, set up for each industry. Studio sets the ICP, brand voice, personas and messaging for the industry you sell into, and your team sets which agent actions need approval. You buy graph8 once, and it is set up for your industry.

How does graph8 work for healthtech outreach?

Your team can require approval before any agent sends, so a person reviews every message first. Every AI action is logged for compliance review. Studio writes for clinical and specialist buyers.

How does graph8 work for fintech and financial services?

Agents can wait for sign-off before they send regulated messages, so your compliance team approves each one. Studio drafts the copy for that review, and every action is logged for audit. graph8 is SOC 2 Type II.

How does graph8 adapt for technical buyers in SaaS or cybersecurity?

Studio reads your docs, product pages and public security posture and writes for technical buyers. Sequences lead with architecture, name real threats and stacks, and put the proof before the pitch.

Which demand signals matter for my industry?

The signals are shared, and the weighting changes by industry. SaaS leans on hiring and funding. Fintech and healthtech lean on compliance posture and regulatory events. Services lean on leadership changes. graph8 feeds the right signals into your lists and sequences.

What does Studio build for a new industry?

Studio reads your site and customer list when you set up the account and generates 44 documents per org: personas, ICPs, value props and messaging for the industry you sell into.

How does the demand-signal layer work?

graph8 tracks B2B research behavior across industries, refreshed every 6 hours. Each trend shows the companies in market, the seniority of the buyers and how fast the topic is growing. You can build a list from a trend and run outreach from it in graph8.

Start free

Set graph8 up for your industry

Sign up free, and an agent sets up the account with you in a conversation. Studio builds the ICP and messaging for your industry, and your team chooses which agent actions need approval.

Start Free Join Demo