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AI automation and intelligent workflows

AI automation at Graham Miranda is about putting real, narrow AI to work inside business processes — search interfaces, document workflows, customer support assistants, internal copilots — without replacing accountability or making promises the tooling cannot keep.

AI automation · KI Automatisierung · AI consulting · workflow automation
AI automation and intelligent workflows Graham Miranda service overview
Genel bakış

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AI-enabled workflows, assistants, search systems and automation concepts designed to support real operations without replacing accountability.

  • Process mapping: which steps benefit from AI and which do not
  • Prototype against your real data with clear evaluation criteria
  • Integrations with your existing systems (Slack, email, ERP, CRM)
  • Governance: who can see what, audit logs, human-in-the-loop checkpoints
  • Monthly review of accuracy, cost and adoption
Nasıl çalışırız

Nasıl çalışırız

Net kilometre taşlarıyla şeffaf bir iş birliği modeli.

01

Map

Workshop to identify the workflows where AI actually helps versus where it adds risk.

02

Prototype

A working prototype on your real data within 2–4 weeks, with measurable evaluation criteria.

03

Operate

Production rollout with monitoring of accuracy, cost and adoption. Monthly review for tuning.

Beklenen sonuçlar

Beklenen sonuçlar

Pratik, dürüst beklentiler — abartılı vaatler yok.

Real savings

Time savings on specific, measured workflows.

Accountable AI

Human approval where outputs affect customers or money.

Cost-aware

Token costs tracked and budgeted; no surprise bills.

Reversible

You keep the data, prompts and configurations on exit.

FAQ

Sık sorulan sorular

Graham Miranda hizmet alanlarını karşılaştıran ziyaretçiler için kısa yanıtlar.

Which models do you use?

Mainstream commercial APIs (Anthropic, OpenAI, Google) and open-weight models where data sensitivity requires it. The choice is documented per workflow.

Will our data be used to train models?

No, on enterprise API tiers that contractually exclude training. Where local / self-hosted is needed, it is explicit in the architecture.

Can AI write our marketing copy?

It can draft. We do not recommend publishing AI-generated content without human editing — quality and SEO both suffer.

What about customer support chatbots?

Yes — knowledge-grounded assistants with clear escalation to humans. We do not deploy ungrounded chatbots that hallucinate.

How do you handle hallucination risk?

Retrieval-augmented design, explicit "I do not know" behaviour, and human-in-the-loop checkpoints for any output that affects customers or money.

Is this GDPR-compliant?

Architecture and processor agreements are designed for GDPR. EU-region hosting and explicit no-training contractual terms are the default.

Sonraki adım

AI automation and intelligent workflows

AI-enabled workflows, assistants, search systems and automation concepts designed to support real operations without replacing accountability.