We engineer the systems your business runs on

Goldberg.

We find the leaks in
your sales pipeline.

We measure where your business is losing money, engineer the fix, and keep it running. You own every system we build. We use AI where it belongs, not because it is the trend.

Book a Strategy Call Take the Revenue Leak Audit

The Position · Fig. 01

Most agencies sell you deliverables. We analyze where your business leaks revenue, then build and run the system that stops it.

That is the whole pitch.

01 · Why most AI fails

Problem first, tool last.

Most AI projects are demos in search of a problem: they start with the technology and go looking for a use. We start with the leak, measured and costed, and choose the tool last. Sometimes the right tool is not AI.

02 · The standards

You own everything we build.

We measure before we propose, and every claim carries a number. You own every system we build: code, data, and dashboards. If a retainer stops paying for itself, we are the first to say so.

03 · How we operate

Small on purpose.

Few partners a year, by design. Fixed scope, weekly telemetry you can read in one screen, and a kill clause that points at us. How an engagement runs is published in the vault, in the same manual every client receives.

The Scan · A Live Demo

Every business leaks.

Scroll to scan a typical business. Watch the money leaks light up, then collapse into the one system that closes them. (A composite of a real first week.)

DONE · ONE SYSTEM CLOSES ALL FIVE LEAKS FOUND: 05 RECOVERABLE: $23.4K/MO

01 SITE

  • traffic
  • landing pagesFIXED
  • technical seo

02 FUNNEL

  • lead capture
  • follow-upFIXED
  • routingFIXED

03 STACK

  • crm
  • billingFIXED
  • integrations

04 OPS

  • onboarding
  • hand-offsFIXED
  • reporting
  • LEAK 01 · SITE / LANDINGTraffic lands; nothing captures it−$4.8K/MO
  • LEAK 02 · FUNNEL / FOLLOW-UPLeads wait 9 hours for a reply−$7.4K/MO
  • LEAK 03 · FUNNEL / ROUTINGLeads bounce to voicemail−$3.1K/MO
  • LEAK 04 · STACK / BILLINGManual invoicing, 11 hrs a week−$3.9K/MO
  • LEAK 05 · OPS / HAND-OFFSHandoffs lose the details−$4.2K/MO
Estimated Recoverable Savings $23.4K/MO

Five leaks. One system.

Scan your own business (3 min) How we build the fix

Selected Outcomes

$4.2M Revenue Recovered Across client systems, trailing twelve months
312 Leaks Identified Median seven per diagnostic scan
11wk Median Payback Kickoff to system running in production
$89,360 Median per Engagement Recovered per client, two years running

The Capabilities · Assembled Per Engagement

Built around your business,
not a template.

Generic solutions create generic results. A business leaks in exactly three places: how money comes in, how the work runs, and who does the work. One part per surface, no overlap. The diagnosis decides the mix.

Built around your stack & team /// Scope flexes to budget /// The spec evolves as we learn

00 The Diagnosis Every engagement opens the same way: assess the business, audit the systems, and put a number on the leak. The report decides what enters the spec, including when the answer is less than you expected. business assessment /// systems audit /// ai redevelopment report Always in the spec

YOUR SPEC · EMPTY · SELECT THE PARTS THAT ARE LEAKING

Take the spec to the intake →

Composite specs from past engagements, illustrative:

A logistics firm · operations & delivery + a billing agent

A B2B services firm · revenue & growth + an inbound-routing agent

An e-commerce operator · revenue & growth + operations & delivery

The Method · Scan → Diagnose → Build → Compound

We don’t guess.
We measure.

01

Scan

We sweep your funnel, stack, and operations, measuring and mapping before anything is proposed.

02

Diagnose

Every leak quantified: what it costs you monthly, what fixes it, and in what order. You see the math.

03

Build

The fix, shipped: automations, AI agents, rebuilt funnels. Systems you own, running in production.

04

Compound

We monitor, refine, and keep the gains compounding. We don’t disappear.

The Instruments · Self-Diagnosis

Run the scan
on yourself.

Two instruments, scored locally as you answer. Each ends in a personalized leak map: the preview is open, the full report arrives by email. Taking one is the fastest way to see how we work.

AThe Revenue Leak Audit 9 questions · 3 minutes · funnel, ops, stack, AI Run it ↗ BThe SEO Leak Audit 7 questions · 2 minutes · search, content, AI answers Run it ↗

Preview ungated. Every run writes a tagged record to the lead ledger, even one abandoned mid-flow.

The Vault · Field Documents

What we put in writing.

The Leverage Standard · document cover 01 The Leverage Standard Operations Doctrine · 10 pages Read the extract ↗ Agentic Engineering · document cover 02 Agentic Engineering How We Build AI Systems · 10 pages Read the extract ↗ The Dynamic Workflow Playbook · document cover 03 The Dynamic Workflow Playbook Multi-Agent Workflows · 8 pages Read the extract ↗

Extracts are open to everyone. The full document unlocks with your email and arrives tagged for follow-up.

Browse the full vault →

Field Notes · What the Scans Teach

Written evidence.

No. 01 · The Funnel The Nine-Hour Leak. Thirty-one scans, one number that refuses to move: the median new lead waits nine hours for a first response. What that gap costs, and why nobody closes it. Research Desk · May 2026 · 7 min No. 02 · The Systems Agents Are Not Headcount. The most common question about AI agents is how many people they replace. It is the wrong question, and firms that ask it build the wrong systems. A. Goldberg · April 2026 · 9 min
Read all field notes →

Book a strategy call

Find the
leak.

Answer first, book second.

  • 5 questions · ~90 seconds
  • Findings before you book
  • No deck, no pitch

Rather just book? →

Question 1 of 5

Where does the revenue leak?

Pick the closest fit. It sets the first hypothesis we’ll test.

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