Source targeted people and companies from an AI-native database.
INTIntegrations
Your stack stays yours.Agents make it useful.
Connect the data, models, search APIs, inboxes, and destinations you already use. Pipeline resolves the right provider for each campaign step and keeps every call visible in the workspace.
Native LinkedIn sending · Pure BYOK · Approval before sendOne connected campaign systemStrategy, execution, and evidence stay in the same workspace.
No disconnected handoffs. No opaque credit balance. You decide what runs and which providers it uses.
Provider catalogueBring the keys and accounts you already pay for
15 connected surfacesSearch accounts and contacts using the filters your team already trusts.
Run structured research, classification, and copy with your own key.
AnthropicAIUse Claude for nuanced research, strategy, and message generation.
Find relevant web evidence through semantic search.
Turn websites into clean research context for agents and tables.
ProspeoEnrichFind work emails and enrich qualified rows before handoff.
Find and verify emails without leaving the campaign table.
Run email finding and verification from table recipes.
Connect LinkedIn for native campaign actions and inbox sync.
Push approved rows and copy into an Instantly campaign.
Send qualified email audiences through existing mailboxes.
Sync qualified people, companies, and campaign outcomes.
Keep GTM research and relationship records connected.
Route approvals and high-intent reply alerts to the right channel.
02Built for accountable autonomy
One campaign can cross the whole stack without becoming a glue project.
Credentials stay workspace-scoped. Agents use the tools you approve, write the evidence into tables, and stop for review before an irreversible action.
Use your existing contracts
Connect Apollo, AI Ark, OpenAI, Anthropic, Exa, Firecrawl, and the enrichment providers you already fund.
Resolve by capability
Ask for an outcome. Pipeline chooses an approved provider that can complete that step.
Keep sends deliberate
LinkedIn runs natively through Unipile. Email audiences hand off to Instantly or Smartlead after review.
See the evidence
Provider calls, outputs, approvals, and destination status remain attached to the campaign record.
03How it works
From intent to an inspectable result.
Every stage leaves evidence behind, so your team can review the work without rebuilding the context.
- 01
Connect workspace credentials
Store approved provider keys and accounts at the workspace level.
- 02
Ask for a capability
Playbooks request sourcing, research, enrichment, sending, or CRM work without hard-coding one vendor.
- 03
Resolve and run visibly
Pipeline selects an available provider and records the call, output, failure, and retry.
- 04
Route the reviewed result
Send qualified rows to Campaign Workflows, email tools, CRM, Slack, or an HTTP destination.
04.1BYOK
Your contracts and usage stay under your control.
Pipeline coordinates connected providers without inventing a second credit economy.
AI ArkSource people + companiesActive
OpenAIResearch + classificationActive
UnipileLinkedIn actionsReview required
Secrets encrypted at rest
04.2Resolution
Workflows ask for outcomes, not vendor names.
Capability-first routing keeps a play reusable when a workspace changes providers.
Capability requestdiscover.peopleUS · founders · AI SaaS
resolved: AI Arkreason: credential active + highest coveragepolicy: approved
04.3Audit
Every provider call leaves a trace.
See which credential and provider ran, what returned, and where the result went next.
04.4Failure
Failures stop safely and remain recoverable.
Inspect the provider response, preserve the row, and run an approved fallback without losing the original trace.
enrich.email · row 184
Prospeo request failed
429 · provider rate limit exceededNo row was mutated. The executor stopped before the destination step.
05Connected system
One surface, connected to the rest of Pipeline.
06FAQ
Questions before you put it to work.
Does Pipeline sell provider credits?
No. Pipeline is pure BYOK. You connect and pay supported providers directly.
Where are credentials scoped?
Credentials belong to a workspace and are available only to authorized work in that workspace.
What happens when a provider fails?
The failure is recorded in the run evidence. A configured fallback can take over, or the row can stop for review.
07pricing · founding 50 · locked for life
One seat. Everything included.
The first 50 paid seats lock in $99 per seat per month, forever. After the cohort fills, the seat moves to $149. Pure BYOK, no credits, no usage markup. Most teams pay $20 to $60 a month in real provider costs on top of the seat, paid straight to those providers.
Founding 50 · solo seat
$99/ seat / mo
$149 / seat / moafter founding 50
Claim founding seat →$99/mo locked for life while seats last, then $149/mo. Cancel anytime.
Want us to run Pipeline for you?Book a strategy call →
Every seat includes
- The full five-agent team, always on
- Native LinkedIn via your connected account, safe sending limits
- Enrichment tables that run on your own keys
- Shared workspace tables as one source of truth
- Hosted MCP server, CLI, and REST API
- Email push to Instantly, SmartLead, and EmailBison
- Pure BYOK, no credits, no usage markup
Founding bonusesfirst 50 seats
- Your first campaign launch is on meSign up and I will personally help build and launch your first campaign at no extra cost. Bring your ICP and offer, and book within 7 days.
- Price locked for life$99 per seat, every month, forever. Even after the standard seat moves to $149, your rate stays $99.
- Direct line to the founderReal founder access with replies within 24 hours, not a support queue.
- Vote on the roadmapThe founding cohort gets a private vote on what Pipeline ships next.
0830 MIN · LIVE WALKTHROUGH
See Pipeline in action. Book a call.
A live walkthrough of Pipeline. We'll show how the agents, tables, and signals work together, take any questions you have, and figure out whether it's a fit for what you're working on.
cal.com · pipeline-matt
pipeline-matt/demo▸live product walkthrough
▸30 min · built around your questions
five agents. one connected pipeline.
Your GTM team is ready.
It runs while you sleep.
Connect your keys and the agents start tonight. Lists built, copy written, replies handled, meetings on the calendar by morning. You take the calls.
Pure BYOK. No credits or usage markup. $99 / seat / mo. Cancel anytime.