What we do

Services that turn AI into business outcomes.

Four practice areas, one operating model: scope a quick win, build the system, hand it back to your team with monitoring.

AI RAG Systems

Retrieval-augmented generation that turns your private documents into an intelligent search layer. Built on production-grade vector stores with strict access control and source-cited answers.

LangChainPineconeAzure OpenAIPostgreSQLRedis
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Use cases

  • Legal document Q&A across thousands of contracts
  • Internal knowledge bases with matter-level permissions
  • Regulatory and compliance search
  • Customer-support deflection over your docs

AI Agents

Custom agents that take action — not just suggest one. They read your tools, follow your processes, and report back. Auditable end-to-end with human-in-the-loop where it matters.

LangGraphCrewAIn8nStripeHubSpot
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Use cases

  • Invoicing + accounts-receivable agents
  • Scheduling and calendar coordination
  • Tier-1 customer-support deflection
  • Lead qualification and CRM enrichment

Automated Workflows

End-to-end automation across the tools you already use. We map the process, build the pipes, and instrument the savings so the dashboard tells you what you're getting back.

n8nZapierCustom codeAzure FunctionsAWS Lambda
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Use cases

  • Document intake → review → file → archive
  • Order-to-cash and procure-to-pay flows
  • Marketing-ops pipelines and lead routing
  • Internal reporting + alerting

Marketing Automation

Campaigns that write, target, schedule, and measure themselves — across Meta and Google — with AI-generated creative and brand-safe guardrails. Your team spends time on strategy, not posting.

Meta AdsGoogle AdsOpenAIMixpanelBigQuery
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Use cases

  • Multi-channel campaign orchestration
  • Generative creative with brand guardrails
  • Audience segmentation + lookalikes
  • Closed-loop conversion reporting

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