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.

Book a Consultation View Our Work

$2.1M+

client savings

8 wks

avg. ship time

12+

AI systems live

~/qutomation · deploy.sh

$ qutomation deploy --agent invoice-bot

✓ Scanning your stack… stripe, hubspot, gmail

✓ Building retrieval index over 18,432 contracts

✓ Wiring guardrails and audit logs

✓ Smoke tests: 247/247 passed

✓ Live at https://ops.acme.co/agents/invoice

$ 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

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

Capabilities

What we build

Four practice areas, one operating model. Each can stand alone or compose into a larger system.

All services

AI RAG Systems

Intelligent document retrieval for legal, compliance, and knowledge management — with semantic search, source citations, and access control.

LangChain · Pinecone · Azure

AI Agents

Custom agents that take action across your tools. Auditable, monitored, and trained on your business logic — not internet trivia.

LangGraph · CrewAI · n8n

Automated Workflows

End-to-end process automation that saves time and money. We map the process, build the pipes, and instrument the savings.

n8n · Zapier · Azure Functions

Marketing Automation

Automated campaigns across Meta and Google with AI-generated creative, brand-safe guardrails, and conversion reporting.

Meta Ads · Google Ads · OpenAI

$2.1M+

Client dollars saved

across 12 engagements

8 wks

Average ship time

discovery → production

99.94%

Agent uptime

rolling 90 days

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