$ cat /etc/machine/about
upseed/machine
Your market. Live 24/7.
B2B market intelligence for agents, operators, and sales teams.
Machine discovers accounts, maps segments, scans signals, briefs targets, and learns from your market over time. Use it through API/MCP, a terminal console, or a live dashboard.
Intelligence only by default. No emails. No calls. No spam.
$ machine --surfaces
One engine. Three ways to use it.
[api / mcp]
Callable tools for agents, Codex, Claude, workflows, and internal systems.
[terminal]
A Bloomberg-style console for operators and power users.
[dashboard]
A live market view for teams: segments, accounts, signals, memory, and settings.
$ machine --overview
FUNNEL
DISCOVERY
SCORES
SIGNALS
SEGMENTS [12]
TOP MATCHES
$ machine --diagnostics
150+
companies/market
buyers
where available
24/7
uptime
24/7
always on
$ machine --tools
machine_discover
Find accounts in a market or segment.
machine_enrich
Deep research on a company: signals, contacts, org structure, and context.
machine_autopilot
Run discover → enrich → brief in one call.
machine_signal_scan
Find evidence of intent from jobs, press, RFPs, and web pages.
machine_segment_map
Map a market: subsegments, top accounts, geographic gaps, and whitespace.
machine_account_brief
Generate an executive-ready brief with fit, signals, entry points, risks, and next action.
machine_entry_points
Find credible ways into a target account.
machine_customer_lookalikes
Find companies similar to your customers.
machine_competitive_scan
Identify competitors, alternatives, and market positioning for an account.
machine_trigger_watch
Set recurring intelligence scans. See when new signals appear.
$ machine --select "Apex Manufacturing"
segment Industrial Manufacturing
hq Detroit, MI
size 200-500 employees
signals [4]
news Expanding capacity, new facility...
$ machine --access
machine
Full intelligence pipeline for your market.
All tools via API + MCP
Terminal + Dashboard access
Market Memory
Configured to your ICP
enterprise
For teams with custom requirements.
Everything in machine
+ Specialist handoff queue
+ On-prem / private cloud option
+ Custom integrations
Request access to discuss pricing.
$ machine --memory
Market Memory
The private learning layer. Mark customers, bad fits, and opportunities. Machine learns your market and improves scoring, lookalikes, and recommendations over time.
Customers
Mark closed deals to improve lookalike matching.
Bad fits
Mark disqualified accounts to refine scoring.
Workflows
Save and replay successful research patterns.
Run history
Every query, every result, searchable forever.
$ machine --api
Built for AI agents
MCP server turns Machine into callable tools for any AI. Codex, Claude, Cursor, or your own agents can discover, brief, and act.
Works with OpenAI Codex · Claude Desktop · Cursor · Any MCP client
View full API documentation →# .cursor/mcp.json
{
"servers": {
"machine": {
"url": "https://machine.upseed.ai/api/mcp"
}
}
}# Example:
"Brief me on industrial manufacturers in Texas with expansion signals"
→ Chains machine_discover → machine_signal_scan → machine_account_brief
$ machine --security
SOC 2 Type II
In progress
Encryption
AES-256 at rest, TLS in transit
GDPR
Ready controls
Training
Your data never used
$ machine --faq
Where does the data come from?
Public sources, commercial data providers, and real-time web research.
Does Machine send emails or make calls?
No. Machine is intelligence only by default. You control what happens with the output.
How long until I see results?
Your market is configured on access. First intelligence within the hour.
Can I export data?
Yes. Export via API or MCP. CRM sync available for supported integrations.
$ request_access
enter email and press return. we'll configure your market.