Selected work.

Twelve clients, from clinics and law firms to funds, energy companies and restaurants.

Your company

Click any company to see what we built.

Tap any company above to see what we built.

Yours could be next. Tell us about a process your team repeats, and the free discovery call finds where to start.

Start with a free discovery call

Centre for Orthopaedics · Healthcare

  • 25 min → under 5 per claim
  • Insurance claims assistant
  • Word and Outlook

Nurses and admin staff prepared insurance claims by hand, and insurers often rejected them. Our assistant drafts each claim report with the right codes and template, and rejections fell from about 8% to under 2%.

Read the case study

Primeforth Capital · Financial services

  • 2 days → under 30 min a draft
  • Deal-drafting assistant
  • Word and Outlook

Cross-border deals meant evenings comparing trust deeds, share charges and agency agreements line by line. Our assistant drafts clauses, compares related documents and summarises mark-ups; external counsel spend fell about 40%.

Read the case study

Bambu Capital · Private equity

  • 200+ hours saved
  • Fund-document assistant
  • Word and Outlook

Bambu Capital launched without an analyst or in-house counsel, juggling conflicting drafts across email and Google Drive. Our assistant redlines agreements against term sheets and drafts side letters; first drafts are 70% faster.

Read the case study

Marshall Bridge Ventures · Venture capital

  • Days → hours
  • Advisory agreement review
  • AI-assisted legal guidance

Marshall Bridge Ventures, a new fund focused on European defence technology, needed an advisory agreement that matched its standards. We gave AI-assisted guidance on it as the fund launched, turning days of review into hours.

Read the case study

PCG Power · Clean energy

  • Weeks of rework saved
  • Report automation
  • Excel and PowerPoint

PCG Power’s team spent weeks reworking the same Excel workbooks and PowerPoint decks. We set up automation that prepares them, saving those weeks of rework.

Amica Law LLC · Legal

  • 50-lawyer output, team of three
  • Drafting and review assistant
  • Word

Amica Law’s three partners handled everything from drafting to client management, and document review took 60% of their billable hours. AI-assisted drafting and review now gives them the precision and speed of a much larger firm.

Read the published case study

Climate Bridge · Climate finance

  • A week → hours
  • Climate-financing model
  • Climate and carbon projects

Climate Bridge develops climate and carbon-credit projects. We built an AI-assisted climate-financing model, and the team reports that work which took a week now takes hours.

LevelUp · Education

  • Same-day founder decisions
  • Agreement drafting support
  • Word

LevelUp’s founder needed agreements that said clearly who decides what, while term sheets kept drifting. We helped turn them into clear, signable documents, so decisions could be made the same day.

Read the published case study

Mt Sinai Capital · Family office

  • Deal research bots
  • Internal AI systems
  • A team second brain

Mt Sinai Capital invests in private deals. We built analysis bots and internal AI systems that research those deals, plus a second brain for the team’s knowledge.

MenuSifu · Restaurant software

  • 12 hours saved, no site trips
  • AI food-photo workflow
  • Restaurant marketing

MenuSifu’s team used to travel to each restaurant to take food photos. Our AI workflow enhances and checks the images instead, saving 12 hours and the trips.

Sandbox Group · Investment

  • Sandbox Universe
  • Investment data platform
  • A team second brain

Sandbox Group runs life-skills brands such as Coolmath Games, with 50m+ monthly users. We built Sandbox Universe, a full investment data platform for its deal work, and a second brain for the team’s knowledge.

Public hospital · Healthcare

  • Staffing gaps seen early
  • Nurse redeployment tool
  • Supervisors make the call

Ward supervisors were covering last-minute staffing gaps through rosters, calls and messages. We worked on a tool that shows gaps early and suggests nurses to redeploy.

Centre for OrthopaedicsPrimeforth CapitalBambu CapitalMarshall Bridge VenturesPCG PowerAmica Law LLCClimate BridgeLevelUpMt Sinai CapitalMenuSifuSandbox GroupPublic hospital