CompanySupportEngage
Work

Solutions that pay for themselves.

Every project starts by winning back time and money. Then the returns compound: each workflow we automate makes the next one faster to build, cheaper to run, and smarter from day one. The principles behind this work are on our Responsible AI page.

Example engagements

Eight projects that pay off fast.

Each one follows our seven-step method and fits inside the apps your team already uses. Timelines are typical for a first project. These narratives are examples (composites or cleared cases), not anonymous client testimonials.

Accounting firm · ~8 weeks

CPA firm workflow automation

Client paperwork that files itself.

The brief. A growing CPA firm running client intake, document requests, and engagement work by email and hand, next to accounting and client management software it already owned.

What we built. Automated workflows for each client process, from onboarding to year-end, connected directly to the firm’s existing accounting software and client management system.

  • Client documents collected, sorted, and filed to the right client record automatically
  • Figures from statements and receipts staged in the accounting software for staff review
  • Engagement letters, requests, and reminders generated and tracked automatically
  • Finished work products saved back to the client file, with a full activity trail
Software company · ~10 weeks

AI-powered software delivery

A dev team that gets faster with every release.

The brief. A software company ready to put AI to work across the whole team, with its code and know-how kept in-house.

What we built. A powerful locally hosted model the entire team uses at the same time, wired into an AI-driven development process with a built-in learning loop.

  • One private model serving every engineer at once, on hardware the company owns
  • Code documented automatically as it’s written, and the model kept current on everything the team creates
  • Lessons from every sprint captured by AI and added to a growing internal wiki
  • Bug reports analyzed, triaged, and assigned to the right engineer automatically
  • Faster fixes, with likely causes and related code surfaced before work begins
  • Shorter release cycles that keep improving over time
Operations · support · ~6 weeks

Company knowledge assistant

Every answer, with the page it came from.

The brief. A growing team with years of manuals, policies, and past jobs spread across shared drives.

What we built. An assistant in Teams or Google Chat that answers staff questions in seconds from the company’s own files.

  • Instant answers, each linked to the source document
  • New hires reach useful work in days, compared with a ramp of weeks.
  • Tested against real questions before launch
  • Files stay right where they already live
Operations queue · ~8 weeks

Service request agent

Requests handled around the clock.

The brief. A busy operations inbox of service requests, scheduling, and status updates.

What we built. An AI agent that reads each request, books or updates the job, and replies to the customer, with a clear list of what it’s allowed to do.

  • Routine requests completed end to end
  • Unusual cases routed straight to the right person
  • Every action recorded in a clear, legible log
  • A pause button for anyone on shift
Leadership · ~2 weeks

AI roadmap

One clear plan for every AI idea.

The brief. An owner with a handful of AI experiments across the team and a desire to invest where it counts.

What we built. A review of every experiment and workflow, ranked by payoff, with the best ones lined up to go live.

  • Every idea ranked by value and cost
  • A named owner for each project
  • A monthly budget you can plan around
  • The first project ready to start
Sales · ~6 weeks

Quote and proposal builder

Polished quotes, out the door the same day.

The brief. A sales team rebuilding every quote by hand from old spreadsheets and past proposals.

What we built. A tool that drafts quotes and proposals from past wins, current pricing, and the customer’s request.

  • First drafts in minutes, in the company’s voice
  • Pricing pulled from the live spreadsheet
  • Every draft reviewed and sent by the salesperson
  • More quotes out every week
Customer service · ~4 weeks

Inbox command center

A shared inbox that sorts itself.

The brief. A shared Outlook or Gmail inbox where messages wait while staff sort, forward, and look things up.

What we built. Automatic sorting, tagging, and routing, plus reply drafts with the right details already filled in.

  • Every message sorted the moment it arrives
  • Reply drafts ready when staff open the thread
  • Faster first responses to customers
  • Built inside the inbox the team already uses
Finance · ~4 weeks

Collections assistant

Get paid faster, without the awkward calls.

The brief. A business with healthy sales and a growing list of overdue invoices.

What we built. A QuickBooks-connected assistant that drafts friendly, personal reminders from each open balance.

  • Reminders drafted on a schedule you set
  • Clear invoice explanations for customers
  • A weekly summary of what’s outstanding
  • Every entry still approved by your bookkeeper
Start here

Your project could be next.

Tell us which part of the week you’d most like back. We’ll show you what it looks like built, and you can ask about a walkthrough or demo along the way.