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Arthonis
AI & Automation

AI Employees

Stand up production-grade AI agents that take real work off your team's plate — qualifying leads, answering customers, processing documents, and updating your systems — with human oversight where it matters.

The business problem

Your team is buried in repetitive, rules-based work that doesn't need a person but does need to get done accurately, every time. Hiring more people scales cost linearly and still leaves the busywork.

Our approach

We identify the workflows where an agent can operate safely, ground it in your data and tools, and ship it with guardrails, evaluation, and escalation paths. Every agent is measured against the human baseline before it goes live.

Technology:Claude & GPT modelsLangGraph / Agent SDKsVector databasesFunction calling & tool useEvaluation & observabilityRAG pipelines
Sound familiar?

The signs you need this

Support volume outpaces the team

Response times slip and senior staff get pulled into tier-1 questions.

Knowledge lives in people's heads

Answers are inconsistent and onboarding new hires takes months.

Manual data entry between systems

Copy-paste work creates errors and a constant backlog.

Outcomes

What you can expect

Measurable business outcomes — not just deliverables.

Typical timeline

4–8 weeks to first agent in production

Expected ROI

Teams typically offload 30–60% of routine task volume within the first quarter.

Resolve routine tickets and tasks 24/7 without adding headcount

Consistent, audited execution with human-in-the-loop controls

Agents that act inside your existing tools, not another silo

Measurable accuracy and cost-per-task from day one

Architecture

How it fits together

A reference architecture, tailored to your environment during discovery.

Claude & GPT models
LangGraph / Agent SDKs
Vector databases
Function calling & tool use
Evaluation & observability
RAG pipelines

Illustrative architecture · final design produced during discovery

Engagement

How we deliver it

1

Workflow audit

We map candidate workflows and score them by volume, risk, and ROI.

2

Grounding & tooling

Connect the agent to your knowledge and systems with safe, typed tools.

3

Evaluation

Benchmark accuracy against humans and set escalation thresholds.

4

Launch & monitor

Ship with observability, feedback loops, and continuous improvement.

FAQ

Common questions

Ready to transform your business?

Book a free strategy session and we'll map the highest-ROI opportunities to automate, build, and scale — no commitment required.