AI consulting · since 2024

Turn AI Into Your Competitive
Advantage

We design and build AI agents, RAG systems, and automated workflows that have saved businesses millions. Custom AI — shipped to production, monitored, and tuned.

$2.1M+
client savings
8 wks
avg. ship time
12+
AI systems live
~/qutomation · deploy.sh
$ qutomation deploy --agent invoice-bot
$ echo "$2,847 saved today"

Trusted by teams shipping AI to production

Acme LegalNorthwindHelix HealthSparkbrightCortex CapitalAtlas Logistics

Our process

A repeatable 4-step path
from idea to production.

No “AI strategy decks.” Every engagement ends with a system running, monitored, and saving you money on day one.

STEP / 01
Invoice automation$280k/yr
0.92
Contract retrieval$1.4M/yr
0.78
Lead enrichment$96k/yr
0.54

Discover

We walk your workflows and rank automation opportunities by time and dollars saved.

Output:scoping_doc.pdf
STEP / 02
ingestwebhookcronagentpostgresstripe

Design

We architect a system tailored to your stack — surface-level integrations, deep-level guardrails.

Output:architecture.drawio
STEP / 03
const agent = new Agent({
tools: ['stripe', 'gmail'],
guardrails: strict,
audit: true,
});
// ✓ 247/247 tests passed

Build

We develop, test, and integrate — iterating in your environment with your team at every stage.

Output:main · 247 tests ✓
STEP / 04
Uptime99.94%
Latency210ms
Saved$2,847

Deliver

We deploy, monitor, and optimize until the dashboard numbers match the ones we promised.

Output:ops.acme.co/agents
8 weeks average end-to-end
Fixed scope · fixed price
You own the code & infra
$2.1M+
Client dollars saved
across 12 engagements
8 wks
Average ship time
discovery → production
99.94%
Agent uptime
rolling 90 days
0
Long-term retainers
fixed scope, fixed price

Industry: Legal Tech (AmLaw 200)

Sarah Liang
Head of Knowledge Management

“They scoped a clause-precedent search in a one-day workshop, shipped it in six weeks, and recovered roughly $1.4M of associate time in the first year. The system is still humming.”

Stack agnostic

We choose the right tools
for your problem.

Every solution is tailored to your existing infrastructure. We don't sell tools — we ship outcomes.

Cloud

AzureAWSGCP

AI Frameworks

LangChainLangGraphCrewAI

Automation

n8nZapierCustom

Databases

PostgresPineconeMongo

Platforms

MetaGoogleHubSpot
Let's talk

Ready to Put AI to Work?

Book a free 30-minute consultation. In one call we'll find your highest-leverage AI win and tell you what shipping it looks like.

  • A short scoping conversation — no pitch deck
  • Map of your top 3 automation opportunities, ranked by $ saved
  • Honest read on whether we're a fit (no hard sell)
1 business day response · ceo@qutomation.ai
30-min consultation
with the founder
FREE
This week
UTC−5 · ET
Thu · 09:30 · 30 min→ confirm
Live from production
Sample agentLIVE
invoice-bot
v2.4 · 247 runs today
success99.94%
Saved · today
$2,847
↑ 12%vs. yesterday
Shipped · today
RAG · Sterling Legal
wks 6/6 · prod · $1.4M/yr
S
Sarah · Acme Legal
#wins · 12 min ago

the contract-search agent caught $14k in billing errors this week — wild.

Built with
OpenAIAnthropicMistralMicrosoft AzureGoogle CloudAWSMetaLangChainStripeHubSpotn8nPostgreSQLSlackCohereHugging Face
OpenAIAnthropicMistralMicrosoft AzureGoogle CloudAWSMetaLangChainStripeHubSpotn8nPostgreSQLSlackCohereHugging Face