What we build

Twenty-eight agent patterns across seven families.

Some take work off your team; some create the capacity and speed to sell more. Some businesses start with a single agent, others with a system of three to six, plus the one specific to your industry that appears in no catalog.

The engineering standard

One agent or twenty, the standard does not change.

Plenty of work here is a single agent doing one job well. Some of it is a multi-agent system running a whole process end to end. We build both. What does not flex is the rigour underneath. A single agent built without scope, architecture and governance is still a liability, it is just a smaller one that fails more quietly.

Scoped

The process is mapped as it is actually performed, exceptions included, before anything is designed.

Blueprinted

The logic, triggers, rules and failure paths are written down in a document you own.

Integrated

Every system it touches is named, with one clear owner for every field it writes.

Trained

It is grounded in your real records and your real language, then tested against past cases.

Governed

An approval gate, an audit log and a stop switch, from the first day it runs.

01

Customer & Communication

Intake & Triage

Reads, classifies and routes everything inbound.

Correspondence & Follow-Up

Drafts replies and chases what goes quiet.

Meeting & Call Capture

Turns conversations into commitments in your systems.

Service Escalation Desk

Catches the signals a person misses at volume.

02

Documents & Knowledge

Extraction & Filing

Turns inbound paper into structured records.

Contract & Clause Review

Ranks deviations against your playbook.

Record Sync & Hygiene

Reconciles the same entity across systems.

Knowledge Curator

Keeps what the agents read from accurate.

03

Finance & Billing

Billing & Invoicing

Assembles what is billable and raises it.

Payment Reconciliation

Matches receipts and builds the exception list.

Collections & Dunning

Runs the ageing ladder with the right tone.

Payables & Expense

Codes bills and catches duplicates before payment.

04

Operations & Delivery

Scheduling & Dispatch

Allocates work and reallocates as the day moves.

Order & Fulfilment Runner

Drives an order to completion across systems.

Inventory & Supply Watch

Flags shortages before they reach a customer.

Vendor Coordination

Tracks every external party and what they owe you.

05

Compliance & Obligation

Deadline Watchdog

Holds what cannot be missed and escalates until closed.

Filing & Submission

Assembles, validates, submits, captures the confirmation.

Audit Evidence

Makes the audit request a query, not a scramble.

Regulation Monitor

Watches the rules and raises a change when one moves.

06

Revenue & Growth

Lead Qualification

Scores on real fit and routes with research done.

Quote & Proposal Assembly

Builds from approved parts and flags non-standard terms.

Renewal & Retention Watch

Starts the conversation early enough to matter.

Onboarding Runner

Drives the checklist without a person holding it.

07

Reporting & Control

Recurring Reporting

Pulls, reconciles, drafts, and flags what moved.

KPI & Anomaly Watch

Alerts with the likely cause already investigated.

Desk Supervisor

Coordinates the agents and catches anything that stalls.

Approval Router

One queue for every action that needs a human.

How these patterns bind together

A system is not one agent; it is a sequence.

One worked example: a regulatory filing system, assembled from five patterns across four families. The bottleneck in most businesses is not a missing agent, it is a missing sequence. Work starts in one place, loses its context in another, and waits on a person who was never told it arrived.

Step 1 · Ingestion

Intake & Triage

Family 01 · Customer & Communication

A new obligation arrives by email, portal notice or client upload. It is read, classified, and a case is opened before anyone touches an inbox.

Step 2 · Context

Extraction & Filing

Family 02 · Documents & Knowledge

The required fields are pulled from existing client records and validated against the source, so the submission is assembled from what you already hold.

Step 3 · GovernanceHuman gate

Approval Router

Family 07 · Reporting & Control

The system stops. The completed submission sits in one queue with its evidence attached, waiting on a partner's approval. Nothing is filed on the agent's own authority.

Step 4 · Action

Filing & Submission Runner

Family 04 · Operations & Delivery

On approval, the submission is made once, in your systems, and the confirmation and timestamp are captured on the way back.

Step 5 · Evidence

Audit Evidence

Family 05 · Compliance & Obligation

The record, the approval, the confirmation and the version of the playbook used are filed together. The next audit request becomes a query, not a scramble.

Closed loop: nothing enters without being classified, nothing is filed without being approved, and nothing is approved without leaving a record. Your system will use different patterns. The shape stays the same.

Where to start: volume first, then clarity of rules, then risk.
The best first agent is usually the one nobody nominates.

The foundation for success

Not sure which agents your business needs? That is exactly what scoping is for.

Tell Max what your business does and we will find the right first set together, plus the one specific to your industry that appears in no catalogue, in a blueprint you own at no cost.

See it in real systems