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70–80% of AI pilots fail in production. We build for the survivors.

AI workflows that
survive Tuesday
at 11pm.

The real gap in AI consulting isn’t the model. It’s the workflow design, the prompt engineering, and the operating discipline around it. Promptmaxxing closes all three — installed in six weeks, managed monthly.

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Free same-day auditFixed 6-week installPause-anytime retainer
The operator stack · in render
Real workflows. Real screens. Remotion-rendered.
Operator outcomes
The standard
70%of AI pilots fail in production

Industry studies put the AI implementation failure rate at 70–80%. We build to be in the 20%.

Why most installs decay →
Our edge
100%of workflows monitored monthly

Every workflow we install is versioned, edge-case tested, and watched. New tuned workflow shipped each retainer month.

Prompt + workflow + observability
First-cohort slots
Openthis quarter

We take a small cohort each quarter. The free audit is where we figure out fit.

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The gap, and how we close it

The real problem in AI consulting isn’t the AI.

It’s the workflow design, prompt engineering, and operational discipline around it. Four failures show up in almost every install we audit. Four practices most AI agencies skip. Promptmaxxing closes all four.

Industry baseline
70–80%of AI pilots fail in production

Across multiple industry studies, the AI implementation failure rate sits between 70% and 80%. The cause isn’t model quality — it’s everything around the model.

ProblemDemos that fall over in production

Most agency builds work great on the happy path and crumble the first weekend. Prompts aren't versioned. Edge cases aren't tested. Fallbacks don't exist.

How we close itProduction prompt engineering

Every prompt versioned in source, tested across an edge-case suite, shipped with structured fallbacks. We treat prompts the way engineers treat code.

ProblemTool sprawl instead of workflow design

Operators end up with seven AI logins instead of one workflow. Each tool solves a slice; nobody designs the whole route from lead in to revenue out.

How we close itWorkflow-first design

We map the end-to-end operator route — lead → response → qualification → booking → revenue → reporting — and design AI as the connective tissue.

ProblemHand-off-and-vanish agencies

Install ships, agency disappears, install decays. No monitoring, no prompt regression, no monthly tuning. Six months later, half the workflows don't fire.

How we close itStrategy that compounds

The retainer ships a new tuned workflow each month. Old prompts get re-tested as models change. Drift caught early. Six months in, the install is better than at handoff.

ProblemGeneric AI for specific operations

Out-of-the-box LLMs don't know your business. They need ops-specific context, structured fallbacks, and operator-voice copy. Most installs skip all three.

How we close itObservability from day one

Voice transcripts, SMS threads, prompt outputs, agent decisions — all logged, all reviewable. You see exactly what the AI said, when, and what it cost. No black boxes.

The system, three steps

Audit. Build. Operate. The same sequence for every operator — no discovery-call theater, no scope creep, no install left to decay.

01
Audit

We map what’s leaking.

Free · same day

Missed calls, slow lead response, dead pipeline, dashboards nobody reads. You submit your URL plus a few inputs; we return a one-page report — workflow leaks, opportunity map, ROI estimate. We talk pricing only if there’s a real fit.

Start with the audit
02
Build

We design the workflows, not bolt on tools.

6 weeks · fixed scope

Week 1: roadmap signed off. Weeks 2–4: AI workflows built end-to-end — receptionist, SMS, dashboards, follow-up. Production-grade prompts versioned and edge-case tested. Weeks 5–6: launch, train your team, hand off the operating manual.

See the methodology
03
Operate

Your AI Ops Lead, on retainer.

Monthly · pause anytime

New tuned workflow shipped each month. Prompt regression watch. Agent monitoring with fallback alerts. Monthly exec-level review. The reason most AI installs decay — no one operating them — solved by an actual operator.

How the retainer works
The operator stack, in motion

Five surfaces. One workspace. Built so nothing routes through a second login.

01Voice receptionist

Every call answered, 24/7.

An LLM-powered phone agent qualifies leads, books calendar slots, transcribes the conversation into the CRM, and hands the messy calls back to you with a one-line summary. No more after-hours voicemails dying in a black hole.

voice · inbound feed
live
Voice receptionist call log showing inbound call qualified and slotted
voice · inbound feed
screenshot pending
02SMS speed-to-lead

Eleven seconds, first reply.

Web form, ad form, Google LSA — every channel hits the same operator-voice auto-responder. Speed-to-lead is the single biggest predictor of close rate in service businesses. We design the cadence; the agent runs it.

sms · auto-responder
live
SMS thread showing inbound form submission and 11-second auto-reply
sms · auto-responder
screenshot pending
03Dashboards

The numbers you actually act on.

Pipeline, revenue, response time, attribution — surfaces that answer the next question instead of generating more questions. Tabular-nums, real time, no chartjunk.

crm · dashboards
live
CRM dashboard with pipeline, revenue, and response-time tiles
crm · dashboards
screenshot pending
04Tax engine

Multi-state tax, bundled.

Schedule C mapping, S-corp election ROI, 1099 vendor tracking, retirement contribution optimizer, multi-state deadline tracking across Federal + 10 states. Bundled free Year 1 with every Operator Stack install.

tax engine · multi-state
live
Tax engine view showing Schedule C mapping and retirement optimizer
tax engine · multi-state
screenshot pending
05Ads attribution

Booked revenue flows back to your campaigns.

The thing every agency promises and nobody wires up. Booked-revenue attribution loops back into Google + Meta so paid spend optimizes against jobs closed, not form submits.

ads · attribution loop
live
Ads attribution panel showing booked-revenue feedback to Google and Meta
ads · attribution loop
screenshot pending
voice · inbound feed
live
Voice receptionist call log showing inbound call qualified and slotted
voice · inbound feed
screenshot pending
sms · auto-responder
live
SMS thread showing inbound form submission and 11-second auto-reply
sms · auto-responder
screenshot pending
crm · dashboards
live
CRM dashboard with pipeline, revenue, and response-time tiles
crm · dashboards
screenshot pending
tax engine · multi-state
live
Tax engine view showing Schedule C mapping and retirement optimizer
tax engine · multi-state
screenshot pending
ads · attribution loop
live
Ads attribution panel showing booked-revenue feedback to Google and Meta
ads · attribution loop
screenshot pending
Free diagnostics

Four ways to find out if there’s a fit — before any conversation.

AI Operator Audit

Five inputs. Custom AI opportunity map for your operation. ROI estimate, top three workflows to install first.

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Missed-Call Revenue Calculator

Five inputs return your weekly and annual leak from missed calls — plus a conservative recovery estimate.

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Speed-to-Lead Scorecard

Submit your URL. We test web form response, GBP, chat UX, auto-responder quality. Graded A–F with a fix list.

Run the scorecard

Tax Diagnostic

Estimate Schedule C savings, S-corp election ROI, retirement optimizer impact. Real numbers, not calculator clickbait.

Run the diagnostic
How we work

Pricing’s a conversation, not a price tag.

Install and retainer are tailored to your operation — revenue band, current stack, team size, complexity. The free audit is where we figure that out together. Two paths, no surprises.

Install — the system, in 6 weeks.

Fixed scope · fixed timeline · custom price after audit
  • Audit + roadmap signed off in week 1
  • CRM, voice receptionist, SMS, dashboards built in weeks 2–4
  • Launch, train, hand off operating manual in weeks 5–6
  • BudgetMaxxing tax engine bundled free Year 1
Start with the audit
pause anytime

Operator Retainer — your AI Ops Lead, on retainer.

Monthly · pause anytime · price set at handoff
  • One new workflow shipped per month
  • Voice + SMS agent monitoring and tuning
  • Monthly exec-level AI strategy review (async or live)
  • Priority Slack + Loom support
  • The install is yours either way
How the retainer works
What we don’t do
  • Custom model training
  • Deepfake or content detection systems
  • Multi-tenant SaaS rewrites
  • Mobile app builds
  • Cold-email-spray outbound systems

Listed explicitly so we don’t waste your audit slot. If you’re unsure whether something fits, ask.

Stop running your business out of seven tabs.

Start with the free audit. Same-day report. Pricing only comes up if there’s a fit.

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Promptmaxxing

Production-grade AI workflows for local SMB operators. Designed, prompted, and operated to a standard most AI agencies skip.

The system
  • Methodology
  • Install process
  • Services
  • Free audit
Free diagnostics
  • Speed-to-Lead Scorecard
  • AI Operator Audit
  • Tax Diagnostic
  • cole@promptmaxxing.ai
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