Programs
Three levels. One practice.
Some problems are the same in every business: the missed lead, the late invoice, the quote that takes a week. Those get ready-made agents, hardened once and configured for you. Other problems are yours alone. Those get software built around them.
Most businesses start at the first level and move up only when the work asks for it. The Map session tells you which level fits, and whether anything is worth automating yet.
Level I · Universal
Ready-made agents
Agents every business can put to work in days.
The same hardened agents for every business: they answer the lead you would have missed, chase the invoice, and draft the quote. We configure them with your rules, your voice and your tools, then hand you the keys.
- Fits
- Any business with a phone, an inbox and invoices.
- Touches
- One workflow, inside the tools you already use.
- Your part
- Your rules, your calendar, your price book.
- Pace
- Live in 5 to 10 business days.
Level II · Adapted
Configured systems
A governed operating loop for a whole motion of the business.
Five workforce archetypes, configured to how your team chooses, delivers, resolves, fulfils and guides. Evidence goes in, recommendations come out, and people approve what matters.
- Fits
- Teams whose work follows a recognisable pattern: cases, bookings, dispatch, recommendations, deals.
- Touches
- Several workflows and systems, with approvals and an audit trail.
- Your part
- Your process owners, your data sources, your approval rules.
- Pace
- Scoped in the Map session, piloted before it scales.
Level III · Custom
Purpose-built applications
Software built around the obstacles only your business has.
When the advantage is in how you work, we design and build the application around it: your data model, the views your owners, managers and employees need, and your integrations, handed over with a runbook you own.
- Fits
- Businesses whose operations outgrow any off-the-shelf pattern.
- Touches
- Your data model, your people and your integrations, end to end.
- Your part
- Time with the people who know the work, and the decisions only you can make.
- Pace
- Designed, piloted and proven in stages.
- Agentic Claims Resolution
- Venue Layout CAD Automator
- Health & Wellness Program Portal
- Guided Retail Advisor
Level I · Ready-made agents · universal
Three agents for the jobs every business does at night.
The same codebase for everyone, configured with your data, your rules and your voice. Scoped in a single Map session.
- MODULE 01
Invoice Chaser
Gets you paid without you writing the awkward email.
Watches your receivables, sends the reminders you would send if you had time, escalates the ones that stall, and tells you every Monday exactly who owes what.
- Replaces
- 4–6 hrs / wk
- Live in
- 5 business days
- Fits
- contractors, restoration
- MODULE 02
Intake Agent
Answers the lead you would have missed, and hands you a job you can actually quote.
Handles the web form, the missed call, and the after-hours text. Asks the questions you would ask, qualifies the job, books the visit, and writes the summary so you show up already knowing what you are walking into.
- Replaces
- 8–12 hrs / wk
- Live in
- 10 business days
- Fits
- restoration, HVAC
- MODULE 03
Quote Builder
Turns the notes in your truck into the quote in their inbox, the same day.
Takes your site-visit notes, photos, and measurements, applies your own price book and your own margins, and produces a quote in your format that you approve with one tap.
- Replaces
- 5–8 hrs / wk
- Live in
- 7 business days
- Fits
- contractors, fabrication
Level II · Configured systems · workforce archetypes
Five motions. Every industry.
Different industries use different words, but the same operating patterns appear again and again. Each archetype is a governed system that connects understanding with action and keeps evidence at every step. They can run on their own or connect through explicit workflows.
Opportunity & Investment OS · CHOOSE
Which opportunity deserves capital, attention or continued pursuit?
An AI underwriting challenger that tests assumptions, organizes diligence and preserves the reasons behind each decision.
- Best fit
- Real estate, private equity, infrastructure, lending and corporate development
- The opening question
- “Where does your team spend the most time assembling information before it can say yes or no?”
- Opportunity
- Diligence
- Challenge assumptions
- Decision memo
- Outcome review
Every archetype runs the same governed loop, and people keep the decisions that matter. See the loop and the boundaries →
Level III · Purpose-built applications · custom
Built around your business.
When the advantage is in how a business works, the application is designed around it: the data model, the views each role needs, the integrations and the audit trail. Six working exhibits show the range, each with something you can operate.
- 01 · Claims & resolution · Archetype 03 · ResolveAgentic Claims ResolutionProve the facts once.Operate the exhibit →
- 02 · Computational geometryVenue Layout CAD AutomatorFrom a line to a solved row.Operate the exhibit →
- 03 · Participation & outcomes · Archetype 02 · DeliverHealth & Wellness Program PortalThe work around the session.Operate the exhibit →
- 04 · Guided commerce · Archetype 05 · GuideGuided Retail AdvisorThe expert at the counter, on every shift.Operate the exhibit →
- 05 · Knowledge systemsReading Knowledge GraphA reading life, connected.Operate the exhibit →
- 06 · Historical educationInteractive History ArchiveRome is not one story.Operate the exhibit →
Purpose-built work runs the same method as every level: map the work, design against it, pilot with the people who do it, and prove the improvement before it scales. How it works →
What is holding your business back?
You do not need an AI strategy or a technical specification to begin. You need a problem worth solving—a recurring bottleneck, a process your team has outgrown, or an opportunity your current tools cannot support.
Tell us where the work gets difficult. Let’s build a better way forward.