FERROW AGENTS
Working
Research agent
Builds a full dossier on every new lead.
leads researched this week
Working
Qualify agent
Scores fit and intent against your ICP.
routing accuracy
Working
Follow up agent
Drafts replies in your voice, ready to send.
median response time
Working
Forecast agent
Predicts close dates from real deal signals.
forecast error
HOW THEY WORK
01
Agents watch every email, meeting, call and product event tied to a deal.
Calendar
Calls
Usage
02
They score what changed against your playbook and pick the next best action.
ICP fit 92
Intent ↑
Risk low
03
They draft, update or route — then wait for your approval if you ask them to.
Draft ready
Awaiting approval
01
RESEARCH AGENT
14+ sources per lead
Website, news, hiring pages, funding databases and your own history.
Signals, not trivia
Surfaces only what changes the conversation.
Always fresh
Re-checks key accounts weekly and flags what moved.
Maya Okafor
Head of Sales · Northvale
Researching…
✓
Company size
420 employees
✓
Funding
Series C · $58M
✓
Tech stack
✓
Recent news
✓
Buying signal
…
ICP fit
Scoring…
Sources: 14
4.2s
Synced to CRM
ICP FIT
Kiln & Co
Inbound · Demo request · James Sato, VP Revenue
High intent
Tier A
WHY THIS SCORE
+28
Company size matches ICP (200–1,000)
+22
Uses 2 tools we integrate with
+24
Hiring 3 AEs this quarter
+18
Visited pricing 4× this week
−6
No champion identified yet
→ Routed to best-fit rep: Alex Torres
0.8s
02
QUALIFY AGENT
Explainable scores
See exactly why a lead scored 92, factor by factor.
Your playbook, encoded
Tune weights and rules without touching code.
Instant routing
Round-robin, territory or best-fit — in under a second.
03
FOLLOW-UP AGENT
Voice-matched
Warmth, length and formality tuned to each rep.
Context-aware
Pulls in call notes, pricing and past threads automatically.
Never goes rogue
Draft-only by default. You decide what sends itself.
Maya Okafor · Northvale
Yesterday 4:12pm
“Thanks for the demo — pricing feels a bit high for 3 regions. Can we talk about options before Thursday?”
✦ Draft by Follow-up agent
Re: Northvale pricing
Hi Maya — totally fair. I put together two options: a 3-region plan with a 12% multi-year discount, or starting with Berlin and adding regions in Q1.
Want me to walk you through both on Wednesday at 10:30?
— Sam
Mirrors her concern
Proposes a time
Send now
Edit
Schedule
VOICE MATCH
you
Warmth
High
Formality
Casual
Length
Short
Learned from 214 of your sent emails
Northvale · $184,000
Close-date prediction
Slip risk · 72%
Sep 15
Sep 30
Oct 14
Oct 31
Rep: Sep 30
Agent: Oct 14
SIGNALS
−
Champion reply time up 3× (2h → 6h)
−
Legal review added to the process
+
Budget approved in last call
+
3 stakeholders engaged this week
✦ Suggested: re-engage Maya before Thursday
Nudge champion
04
FORECAST AGENT
Signal-level reasoning
Every prediction lists what moved it, up or down.
Early warnings
Slip risk surfaces weeks before the quarter closes.
One-click fixes
Turn a warning into a nudge, task or meeting instantly.
GUARDRAILS
Autonomy
Workspace · Sales
Research agent
No limit
Suggest
Draft
Auto
Qualify agent
Routing only
Suggest
Draft
Auto
Follow up agent
Approval required
Suggest
Draft
Auto
Forecast agent
Read-only
Suggest
Draft
Auto
Monthly run budget
6,240 / 10,000
Audit log
Export CSV
10:42
Draft approved by Sam Chen
Follow up agent
10:38
Routed Kiln & Co → Alex Torres
Qualify agent
10:31
Updated 6 fields on Tessel
Research agent
10:12
Flagged Northvale slip risk
Forecast agent
09:58
Draft edited, then sent
Follow up agent
09:40
Enriched 14 new leads
Research agent
API · WEBHOOKS · MCP
A typed SDK, real-time webhooks and an MCP server so any model can read and write your pipeline.
import { Ferrow } from “@ferrow/sdk”;
const ferrow = new Ferrow({ key: process.env.FERROW_KEY });
await ferrow.agents.run(“qualify”, {
dealId: “deal_8f2k”,
notify: [“#sales-wins”],
});
Joined by 4,000+ revenue teams this year