AI Systems. Automation. Growth.

The definitive AI growth partner for fast-moving companies.

AI systems that generate leads, close deals, and scale operations. Built by a team that has done it across 20+ companies.

Your software was supposed to do this. We build the part it doesn’t.

$5M+revenue generated
20+companies served
7 yrsproduction AI

Some of our work.

Nearly every after-hours lead captured.

After-hours quote requests and missed calls used to sit until prospects had called other agencies. Now every form, missed call and Facebook lead gets an instant text, qualifying questions and a booking link.

Motivated InsuranceSpeed-to-lead

Lease renewals up from 58% to 71%.

Renewal sequences start 120 days before lease end, and a waitlist texts eligible tenants the moment a unit opens. Maintenance acknowledgment fell from 5.8 hours to 23 minutes.

Next Door Property ManagementRenewals, waitlist and maintenance

Retention from 78% to 94% in twelve months.

Renewals moved out of spreadsheets into a 90, 60 and 30 day lifecycle inside their AMS, with at-risk accounts escalated automatically. An extra $100k in commission was retained.

Motivated InsuranceRenewal lifecycle

Weekly reporting cut from 42 hours to 8.

A live dashboard on their AMS shows only what needs attention: overdue follow-ups, missing next actions, unassigned records. New-business premium grew 23%, and first-year ROI was 340%.

Motivated InsuranceException dashboard

Data entry down from 30 hours a week to 6.

Invoices and receipts are extracted, categorized and pushed into QuickBooks, with only exceptions reviewed. Month-end close fell from 10-12 days to 3-4, and $47k in duplicate payments was caught in 60 days.

Whittmarsh Tax & AccountingDocument parsing

$94k in missed commissions recovered.

Carrier statements are normalized and matched against expected commissions in the AMS, so only real mismatches reach a person. Monthly reconciliation dropped from 32 hours to 3.5.

Motivated InsuranceCommission reconciliation

We don’t just advise. We build.

Built on what you already run

We add a layer on top of the AMS, QuickBooks or other systems you already use. Nothing gets ripped out and replaced.

AI only where it earns it

Money, dates and compliance rules run in plain code. Models handle language and judgement, and nothing else.

Nothing fails silently

Whatever a system cannot place goes to a person with the reasoning attached. No dropped leads, no guessed numbers.

Yours to open and change

Every system runs on n8n in your own accounts. Your team can see each step, edit it, and keep it running.

How we decide what gets built.

Architecture before agents

We map data flows, owners and failure modes before a single prompt is written. The model is the last decision, not the first.

Boring where it matters

Queues, retries, audit logs and plain SQL carry the load. Novel tech goes only where it earns its place.

Humans at the right checkpoints

Approval steps sit where a mistake costs money or trust. Everywhere else, the system just runs.

You own all of it

Code in your repo, workflows in your accounts, documentation your team can read. No black boxes, no platform tax.

From whiteboard to on-call in one quarter.

Weeks 1-2

Map

Shadow the work, trace every hand-off, and price the bottlenecks in hours and dollars.

  • Process and data audit
  • Ranked automation backlog
Weeks 3-4

Architect

Design the target system: services, models, permissions, evals and the cost envelope.

  • Reference architecture
  • Security and data review
Weeks 5-10

Build

Ship in weekly increments behind feature flags, with your team pairing on every merge.

  • Production workflows
  • Eval suite and dashboards
Week 11 onward

Operate

Joint on-call until the system is boring. Then a clean hand-over, or a retained operating plan.

  • Runbooks and alerts
  • Quarterly model reviews
For operators

Ready to scale with AI?

Book a free 30-minute growth mapping call. We’ll audit your funnel, find the bottlenecks, and show you exactly where AI moves the needle.

Engagements typically start at $5K. Most projects range $10K-$50K.

Book a briefing
For engineering teams

The reference architecture we build from.

Our field guide to production agents: topology, eval design, cost controls and the failure modes we see most.

Read the field guide