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Seven systems, shipped.

Seven engagements. Three industries. One pattern: the highest-paid people stop doing the lowest-leverage work.

~96%

Time reduction

Plumbing · Beta

Plumbing Estimator

Two days of senior estimator time per bid, automated to 10 to 15 minutes. Materials, labor, overhead: assembled in one system. Currently in beta.

  1. Plans in
  2. AI takeoff
  3. Price + margin
  4. Bid out

~42%

More leads captured

Legal

Lead Intake & Conversion Engine

Every inbound lead captured, qualified by AI, conflict-checked, and booked, even after hours. Sub-60-second first response.

  1. Lead in
  2. AI qualify
  3. Conflict check
  4. Booked

~75%

Fewer deadline claims

Legal

Court Deadline Automator

Court emails read, jurisdiction-specific deadlines computed, calendars updated, multi-channel reminder ladder runs to T-1.

  1. Email read
  2. Deadline calc
  3. Calendared
  4. Reminders to T-1

~60%

Faster review

Legal

AI Contract Review

Every clause compared against the firm's playbook in seconds. Risk-scored, redlined, routed to the right reviewer.

  1. Contract in
  2. Clause scan
  3. Risk score
  4. Redline out

~50%

DSO reduction

Legal

Billing & AR Recovery

Time entries inferred from activity. Pre-bills cleaned. Invoices sent with payment links. AR dunning ladder runs itself.

  1. Activity
  2. Pre-bill
  3. Invoice + link
  4. Paid

~100×

Research speed

Legal

Knowledge Assistant (RAG)

Attorney questions answered from the firm's own briefs, memos, and prior work product, with citations. Hours of research, seconds.

  1. Question
  2. Retrieve
  3. Synthesize
  4. Cited answer

~95%

Less scheduling time

Nonprofit

Media Operator Scheduler

Volunteer scheduling that runs itself in Telegram. The bot collects dates from the team, builds the rota, gets admin approval, and reminds every operator before service.

  1. Bot asks group
  2. Members text dates
  3. Schedule built
  4. Admin approves
  5. Sent + reminders

Figures as reported by the teams running them.

Same approach. Your business.

The shape of the solution is the same across industries. The execution is bespoke.