Now shipping — Claude 3.7 + GPT-5 orchestration

We build AI agents that replace 40% of your headcount.

Custom agents, workflows, and integrations — deployed in 21 days. No retainers. No bloat. Just leverage.

142 Agents Deployed
$8.2M Saved For Clients
21-Day Avg Ship Time
99.7% Uptime
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/ CLIENTS

Trusted by revenue teams scaling past $10M ARR.

Linear Notion Vercel Stripe Loom Ramp Clay Attio Mercury Cursor Linear Notion Vercel Stripe Loom Ramp Clay Attio Mercury Cursor
/ THE PROBLEM

Your best operators are doing work a computer should be doing.

You hired sharp people. You're watching them copy-paste between tools, chase approvals in Slack, and reconcile spreadsheets. Every hour they spend on ops is an hour they don't spend on growth.

Time lost weekly
23 hours
▲ +18% YoY
Manual cost burn
$84,210/mo
per 10 FTEs
Burnout risk
42%
of ops teams
/ SERVICES

Agents for every choke point.

Six core automations, deployed as composable modules. Pick one, pick the stack.

01

Inbox triage agent

Classifies, prioritizes, and drafts replies across Gmail + Outlook. Integrates with your CRM. Ships in 14 days.

Learn more
14 DAYS
02

Approval workflows

Multi-stage approvals routed through Slack with context-aware escalation. Replaces your Notion request database.

Learn more
21 DAYS
03

Data entry autopilot

OCR + LLM pipeline that ingests invoices, contracts, and PDFs into Airtable, Notion, or your warehouse.

Learn more
18 DAYS
04

Lead research agents

Crawls 200+ signals per account, writes enrichment briefs, syncs to Apollo/Clay/Attio. Runs 24/7.

Learn more
12 DAYS
05

Voice call agents

Inbound + outbound voice flows with real-time transcription and CRM logging. Built on Vapi + Retell.

Learn more
28 DAYS
06

Custom infrastructure

LangGraph + MCP stacks tailored to your ops. Monitored, versioned, observable. Own the code.

Learn more
30 DAYS
/ CONTROL ROOM

Every agent, every signal, in one view.

The Automata Console is how your team monitors, debugs, and scales the agents we build. Ships with every engagement.

Console
MR
Runs Today
4,217
▲ +12.4%
Success Rate
98.4%
▲ +0.3%
Avg Latency
412ms
▼ -8.2%
Cost Today
$284.16
▼ -4.1%
Runs by Agent (last 7 days)
Successful
Failed
4003002001000
Latency Distribution
<100ms
62%
100-300
24%
300-500
8%
500-1s
4%
1-3s
1%
Deploy from Git
SOC 2 compliant
Full audit log
/ PROCESS

From scoping call to production — 21 days.

No endless discovery phases. No 47-slide kickoff decks. We ship, you judge.

1

Scoping call

30 min · Day 0

A 30-minute call. You walk us through the process you want automated. We walk out with a scope, a number, and a ship date. No follow-up decks.

Scope document
Fixed price
Ship timeline
2

Blueprint

Day 1–3

We deliver a technical blueprint: architecture diagram, tool choices, integration map, data flow. You approve before we write code.

Architecture spec
Integration list
Cost forecast
3

Build & observe

Day 4–18

We build in your environment with full observability. Daily changelog in Slack. You see every run, every cost, every edge case as it happens.

Daily Slack updates
Access to Console
Staging environment
4

Ship & hand off

Day 19–21

Production deploy with monitoring, alerts, and documentation. You own the code. We stay for 30 days of free adjustments.

Production deploy
Runbook + docs
30-day support
/ CASE STUDIES

Agents in production.

Three recent deployments. Real metrics. Links to full writeups.

RUNWAY
B2B SaaS · 80 FTEs

Cut lead-to-demo time from 9 days to 38 minutes.

Runway's sales team was losing deals because inbound leads sat untouched for days while ops manually enriched them. We built a research agent that pulls 42 signals per account — funding, tech stack, hiring, news — and drafts a personalized demo outreach within 3 minutes of form submission.

Deployed in 18 days. Runs 24/7. Ops team redeployed to enterprise AE work.

38 min
Lead-to-demo
+47.3%
Demo conversion
$8,210
Monthly cost
Read the full case
PARITY
Fintech · Series B

Automated invoice processing for 14,000 vendor documents per month.

Parity's AP team was manually keying invoice data into NetSuite — 4 hours per day, 3 people. We deployed a multi-model OCR + LLM pipeline that ingests PDFs, extracts 18 fields, validates against vendor records, and creates draft entries for human review.

Shipped in 21 days. Human review dropped from 100% of invoices to 6% (flagged edge cases only).

96.4%
Straight-through processing
11 hrs
Daily time saved
$142K
Annual savings
Read the full case
ATLAS
Coaching · 2.4K clients

Voice intake agent handles 80% of new client calls.

Atlas couldn't scale past 1,200 clients — every new engagement required a 45-min human intake call. We built a voice agent on Vapi + Retell that handles full intake, qualifies fit, books next steps, and logs everything to HubSpot. Escalates to human for complex cases.

Deployed in 28 days. Atlas grew to 2,400 clients without adding intake coaches.

80%
Calls automated
2×
Client base
$0.42
Cost per call
Read the full case
/ BY THE NUMBERS

We track what ships.

Agents shipped
142
across 68 client engagements since 2023
Avg ship time
21d
from scoping call to production, fixed price
Client cost saved
$8.2M
aggregate annualized labor cost replaced
System uptime
99.7%
measured across all agents in production, last 12 months
/ OPERATORS

They stopped doing ops work.

"

We were 9 people doing the work of 15. After Automata shipped our inbox triage agent, we do 15 people's work with 9 — and I got Sundays back.

MC
Mara Chen
VP Operations, Runway
"

The scoping call was 32 minutes. The price was a number, not a range. They shipped in 19 days. I don't know what other agencies are doing with 6-month roadmaps.

LT
Linnea Torvald
Head of Growth, Atlas Coaching
"

I've bought 4 AI 'solutions' that were just API wrappers. Automata built actual infrastructure. Our engineers can now read the code, monitor it, modify it. That's rare.

DP
Dev Patel
CTO, Parity
"

Our invoice team went from 3 people to 1 person reviewing edge cases. Nobody was fired — they moved to vendor negotiation, which actually moves the P&L.

RO
Ravi Okonkwo
Controller, Mercury Build
"

We piloted with one workflow. It paid for itself in 41 days. We're now on engagement 4 with them.

SD
Simone Delacroix
COO, Northshore Digital
"

They said 21 days. It shipped in 19. The documentation is so good our new hires onboard through it.

HY
Hiroshi Yamada
Director of Ops, Formica Labs
/ ENGAGEMENT MODELS

Flat price, no retainers.

Three ways to work with us. Pick the one that fits how fast you need to move.