AAS Insights

Practical AI automation insights

Clear, field-tested thinking for teams improving finance, client intake and operational workflows.

From the AAS library

Explore practical examples, cost comparisons and implementation lessons from the workflows we build.

UK finance automation
60–75%

Part-time finance admin vs AI agent cost

A 2026 cost comparison for UK firms choosing between a 0.5 FTE finance administrator and a scoped AI finance agent.

Read the article →
Professional-services intake
24/7

Client intake automation for law firms

A practical guide to capturing every enquiry, asking the right follow-up questions and routing matters cleanly before human review.

Read the article →
Growth operations
No leaks

Lead qualification and routing automation

A guide to qualifying incoming enquiries and sending high-value opportunities to the right person without delay.

Read the article →
Fee-earner workflows
Human review

Drafting workflow automation for fee-earners

How a controlled workflow prepares the facts, structure and first draft while a qualified professional retains judgement and final approval.

Read the article →
GEO and AI search
90 days

Get cited by ChatGPT and Perplexity

A practical sequence for firms to improve crawlability, answer-first content and off-site proof for AI-search citations.

Read the article →

Useful before ambitious

The best automation starts with a real bottleneck: repetitive work, slow hand-offs or missed follow-ups. We focus on measurable improvements while keeping people in control.

  • Start with a workflow your team already understands.
  • Set a baseline for time, quality and exceptions.
  • Design the human review path before scaling the system.