Case studies.

The case studies

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  01Engineering

  Chip design automation

  A global semiconductor company

  Teams of AI agents design and verify chip blocks under engineer direction. Every result passes the company’s own verification before an engineer signs it off.

  20× faster design turnaround

  • Design changes drafted from an engineer’s goal
  • Verification on every result, automatically
  • Failures sent back with the reason
  • Timing and design-rule checks
  • Engineer sign-off before release

  View case study : Chip design automation→ View demo : Chip design automation

• 

  02Real estate

  One system for an estate agency

  A residential estate agency, about 50 agents

  Leads, listings, deals, compliance and commission in one system, with an AI assistant for the everyday jobs. It replaced a legacy desktop system and a shelf of spreadsheets.

  1 day a week back for every agent

  • Portal enquiries captured and routed
  • Buyers matched to listings
  • Deal files from offer to registration
  • Anti-money-laundering checks on every party
  • Commission paid only after two approvals

  View case study : One system for an estate agency→ View demo : One system for an estate agency

• 

  03Finance

  Client operations for a wealth group

  A wealth management group with four regulated businesses

  One client record across four businesses, document checks prepared for compliance, and investment reviews built from provider data in minutes instead of hours.

  3 h → 20 min for each client investment review

  • One client record across four businesses
  • Identity documents checked before compliance sees them
  • Sanctions and politically-exposed-person screening
  • Review cycles set by each client’s risk rating
  • Investment reviews built from provider data

  View case study : Client operations for a wealth group→ View demo : Client operations for a wealth group

• 

  04Healthcare

  Clinical notes and letters, written during the visit

  An outpatient clinic with three offices

  An ambient scribe that drafts the visit note, a summary for the patient and every letter the visit needs, on the clinic’s letterhead, for the clinician to check and sign. Nothing leaves the office computer.

  5½ h a week back for every clinician

  • Visit note drafted from the conversation
  • Every letter the visit needs
  • Red flags shown with where they were said
  • Codes checked against payer rules
  • Runs on the office computer, nothing in the cloud

  View case study : Clinical notes and letters, written during the visit→ View demo : Clinical notes and letters, written during the visit

Clients are described, not named. Reference clients will take your call, on request. Value is staff time the work no longer takes, priced at a fully loaded hourly cost and discounted to 70 to 85 percent for partial realization. Revenue gains are left out. We show the arithmetic so you can test it with your own figures.