# Ignium Consulting — Full Site Content

> Executive business coaching in New Orleans for founders ready to stop being the bottleneck. Financial clarity, scalable systems, AI-powered operations.

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## About

Ignium Consulting is the practice of Brandon Brown, a business coach and consultant based in New Orleans, Louisiana. Engagements focus on identifying the real constraint in a business (usually the founder), opening the books for honest financial clarity, building scalable systems and SOPs, deploying AI-powered operations, and designing the founder out of day-to-day delivery.

Clients include marketing and PR agencies, energy services firms, real estate developers, legal operations teams, nonprofits, accounting and CAS firms, SaaS and tech startups, and mediation and professional services. Engagements run 90 days minimum with biweekly one-hour sessions plus between-session access. Virtual coaching nationwide; in-person sessions in New Orleans.

## Approach

- **Constraint Identification** — Find THE bottleneck in the business (usually the founder) and design around it. Theory of constraints applied to real operations.
- **Financial Clarity** — Open QuickBooks in-session. P&L analysis, job costing, real margins. Decisions from numbers, not feelings.
- **Scalable Systems** — 30/60/90 onboarding plans, escalation maps, SOPs. Every "fire" becomes a repeatable process so the business runs without the founder.
- **AI-Powered Operations** — Boring automation that saves real money. Build and deploy the tools, not just recommend them.
- **Strategic Delegation** — Design the founder out of delivery. Hire, train, and hand off until the operator becomes a CEO.
- **Sales Discipline** — Tighten the pipeline, close rate by source, and the conversations that decide deals.

## FAQs

### What kind of businesses do you coach?
Marketing & PR agencies, energy services, real estate development, legal operations, nonprofits, accounting and CAS firms, SaaS and tech startups, and mediation and professional services. The industries change. The pattern doesn't.

### How does coaching work?
Biweekly one-hour sessions with between-session access for real-time support when things break. The initial engagement is 90 days so we have enough runway to identify the constraint, build the system, and prove the change.

### What makes your coaching different?
I open your QuickBooks in our sessions. I build and deploy the AI tools I recommend. I design your replacement — every engagement works toward making you unnecessary in the day-to-day. And I stay in the ring with you between calls.

### Do you coach remotely?
Yes — virtual coaching nationwide, plus in-person sessions in New Orleans.

## Contact

- Email: brandon@igniumconsulting.io
- Phone: +1-504-360-6898
- Location: New Orleans, Louisiana
- Book a free audit: https://calendar.app.google/aAdwF37s9bNG5xuG8

## Blog Posts

### Business Coaching vs. Consulting: What's the Actual Difference?
Published: 2026-06-16 · 5 min read · Tags: Coaching, Business Strategy
URL: https://igniumconsulting.io/blog/business-coaching-vs-consulting

> Business coaching and consulting solve different problems. A consultant tells you what to do and leaves. A coach sits with you while you figure out why you haven't done it yet — and then makes sure you do.

A consultant tells you what to do. A coach sits with you while you figure out why you haven't done it yet — and then makes sure you do. That's the short version. The longer version is messier, because in practice the line between the two barely exists.

I get asked this question a lot, usually by someone who's trying to figure out which one they need. The honest answer is that most business owners who hire a consultant actually need a coach, and most people who hire a coach wish their coach would just tell them what to do. The problem isn't the label. The problem is that nobody explains what you're actually buying.

## What Does a Business Consultant Actually Do?

A consultant comes in with a specific deliverable. Audit your operations. Build a financial model. Design a marketing strategy. Write the playbook. Hand it over. Leave.

The good ones are worth every dollar. They see patterns you can't see because you're inside the thing. They've done the same work for ten other companies in your industry and they know what works. You're paying for their expertise applied to your situation, packaged into something you can execute.

The problem is the last part. You can execute. Most business owners I work with have a drawer full of strategies and playbooks from consultants. Beautiful documents. Smart recommendations. Sitting in a folder somewhere collecting dust. Not because the advice was wrong — because nobody stuck around to make sure it got done.

## What Does a Business Coach Actually Do?

A coach doesn't hand you a playbook and leave. A coach shows up every two weeks and asks why you didn't do the thing you said you were going to do. And then sits with you while you figure out whether the problem is tactical or personal — because it's almost always both.

The owner who won't raise prices isn't facing a pricing problem. She's facing a confidence problem dressed up as a pricing problem. The founder who can't delegate isn't missing an org chart. He's missing the ability to let go of control long enough to let someone else fail and learn. A consultant would build the org chart. A coach would figure out why you won't use it.

That's the real difference. Consulting is expertise delivery. Coaching is behavior change with accountability.

## Why the Line Barely Exists Anymore

Here's where it gets complicated. The best coaches consult. The best consultants coach. Anyone who tells you these are completely separate disciplines hasn't done either one for very long.

I open QuickBooks in my coaching sessions. I run P&L analysis, do job costing, calculate margins. That's consulting work. But I do it sitting next to the owner, walking them through what the numbers mean, so they can make the decision themselves next quarter without me in the room. That's coaching.

One of my clients calls me her business therapist. I'll take it. Because that's closer to what actually happens than either "coach" or "consultant" captures. We talk about the business. We talk about why she's not sleeping. We pull up the spreadsheet and figure out which clients are profitable and which ones are draining her team. Then we make a plan and I hold her to it.

If you forced me to draw the line, it would be this: a consultant is done when the deliverable is done. A coach is done when the behavior has changed.

## How to Know Which One You Need

If you know exactly what's wrong and you need someone with specific expertise to fix it — hire a consultant. You need a new CRM implemented, your books restructured, a go-to-market strategy for a new product. Scoped project, clear deliverable, defined timeline.

If you know something is wrong but you can't quite name it — or you can name it but you keep not fixing it — that's a coach. You're stuck. You're overwhelmed. You're making decisions reactively instead of strategically. The business grew past your ability to manage it the way you used to, and you haven't built the systems or the team to catch up.

Pretty much every founder I work with starts with the second one. They think they need a strategy. What they actually need is someone who will sit across from them every two weeks and not let them hide from the hard stuff.

## What to Watch Out For

The coaching industry has a reputation problem, and it's earned. There are a lot of people charging premium rates to ask you how you feel about your goals and then schedule another session. No accountability, no operational knowledge, no willingness to open the books and look at what's actually happening.

If your coach has never looked at your P&L, never asked about your margins, never pushed back on a decision you were excited about — you don't have a coach. You have an expensive friend.

On the consulting side, watch for the deliverable-and-disappear model. A beautiful strategy deck means nothing if nobody is there three months later to ask whether you implemented it. The best consulting engagement includes some version of follow-through, even if it's just quarterly check-ins.

## The Version That Actually Works

The engagement that works best for most small business owners is the one nobody markets: coaching with consulting teeth. Someone who knows enough about operations, finance, and systems to give you real tactical advice — and who shows up consistently enough to make sure you actually use it.

That's what I do. I don't have a name for it that fits on a business card. Business therapist is the closest anyone's gotten.

A client told me last week she'd known for six weeks that she needed to have a pricing conversation with her biggest account but kept pushing it off. We spent twenty minutes on the coaching side — why she was avoiding it, what she was afraid of — and twenty minutes on the consulting side — here's exactly how to structure the conversation, here are the two options to present, here's who should be in the room. She had the call the next day. It went fine.

Six weeks of avoidance, forty minutes to fix it. That's what the combination looks like.

### You're Probably Losing Money on Two or Three Clients Right Now
Published: 2026-06-12 · 4 min read · Tags: Job Costing, Agency Profitability, QuickBooks
URL: https://igniumconsulting.io/blog/client-profitability-job-costing-agency

> Most agency owners think they know which clients are profitable, but their P&L is lying to them. Here's how to run a simple job costing exercise in QuickBooks that shows the real number — and what to do once you see it.

Most agency owners I talk to can tell me their monthly revenue and roughly what they pay in payroll. What they can't tell me is which clients are actually making them money.

That's not a character flaw. It's a bookkeeping problem.

## Why Your P&L Isn't Telling You the Full Story

Here's what I keep seeing: labor costs sitting in overhead. Client-specific software subscriptions treated the same way as the owner's phone bill. Time that gets logged but never matched against what a specific client is actually paying.

The P&L says the business is doing fine — maybe 40–50% gross margin on paper. But that number is meaningless if you're blending profitable clients with clients you're subsidizing and calling it a win.

When I pull up QuickBooks with an agency owner and we start moving things around — contractors who work exclusively on one account, software that only runs because that client exists, hourly labor billed to specific projects — the picture changes. Quickly.

## The $630 Problem

I was in a session recently with an agency owner doing about $650K projected for the year across roughly 24 clients. Her QuickBooks had a clean-looking overhead bucket and a P&L that looked solid on the surface.

We did one thing: took her total overhead for May, divided it by 24, and got a per-client burden of about $630 a month. Then we added that $630 to her real labor cost for one of her mid-tier clients — a client she thought was paying reasonably well.

She was losing money on that client. Not barely breaking even. Losing money. And she'd had them for over a year.

The $630 allocation wasn't the problem — overhead is real and it has to live somewhere. The problem was she'd never run the calculation. Once we did, she could see exactly what it would take to hit 20% margin on that account: either fewer hours or a price increase.

## What Counts as COGS and Why It Matters

This is the one that trips people up the most. COGS — cost of goods sold — should only include costs that vary directly with the work you do for clients. The moment you change the client list, those costs change too.

That means: contractor labor on client projects, yes. Client-specific software subscriptions, yes. Hourly team time billed to accounts, yes. Your own salary as the owner, your office lease, your general marketing spend — those stay in overhead.

When you miscategorize variable labor as overhead, your gross margin looks lower than it is, your overhead looks higher than it is, and your per-client job costing numbers are fiction. The CPA will usually follow whatever you give them. It's worth a conversation where you walk through each line item and ask: does this exist because of a specific client?

## The Fix Is Not a New Tool

You don't need different software. You need one month of clean data.

Pick a recent month where you have most of your transactions coded. Export a client-level time report from whatever you use for time tracking. Put your total overhead next to it, divide by number of active clients, and add that to each client's actual labor cost. Now you have a rough profitability number per account.

It's not a perfect model. But it's dramatically more useful than what most agencies are operating with, which is a blended margin number and a gut feeling about which clients feel like they're worth it.

The ones that feel hard are usually the ones losing you money. The numbers tend to confirm what you already suspected.

## What You Do With the Number

Once you have real job costs per client, you've got three options for any account that's below your target margin: reduce hours, raise the price, or decide it's a strategic exception and be honest with yourself about why.

Most agency owners know which clients they're undercharging. They've been hoping the relationship would evolve, or they haven't had the margin math to make the conversation feel concrete. Once you can show a client that your costs are $X and your current fee leaves you at 8%, the conversation changes.

You're not asking for a favor. You're showing them the math.

## Start With May

If you're going to do this, pick one completed month — last month works — and make it your baseline. Code everything. Get your bookkeeper to reconcile it. Then run the per-client allocation.

Don't try to do a year at once. You'll get overwhelmed and you won't finish. One clean month tells you everything you need to know to make decisions right now.

The agency owner I mentioned is auditing the full year now — but we started with one month, found the client that was bleeding money, and made one pricing decision. That's the model.

Ignium Consulting works with agency owners and service business founders on financial clarity, delegation, and building the systems to scale without burning out. If you want to go through this kind of exercise on your own numbers, [reach out](https://igniumconsulting.io).

### When Your Retainer Client Keeps Adding Work
Published: 2026-06-11 · 4 min read · Tags: Scope Creep, Retainer Management, Agency Growth
URL: https://igniumconsulting.io/blog/retainer-scope-creep-agency

> When a client's requests outgrow their retainer, most agency owners absorb the extra work and say nothing. Here's what to do instead — document scope, present explicit options, and have the pricing conversation before resentment sets in.

An agency owner I work with has been running influencer activations for a food brand client at roughly double the rate her retainer covers. Not because the client is unreasonable — because nobody documented how many were included.

This happens in almost every agency I've talked to. A retainer gets signed, the work starts, the client gets excited, and the requests multiply. Nobody wants to have the awkward conversation, so the team absorbs it. Six months later the account is quietly unprofitable and everyone is burned out.

## How does scope creep actually start?

It usually starts with a yes that seemed fine at the time. The client asks for one more activation, one more deliverable, one more revision. You say yes because the relationship is good and you want to keep it that way. Then that yes becomes the new baseline, and before long the new baseline gets its own set of extras.

In this case, the client had budget for more influencer content — they were genuinely interested in expanding — and that made it easy to keep saying yes. But intent and scope are two different things. Wanting to grow the account isn't the same as agreeing to pay for the additional work.

## Why most agencies don't catch it early

The people doing the work rarely have visibility into what was originally agreed. The account manager knows, maybe. The person managing the influencers probably doesn't. So the team just keeps executing, nobody flags the discrepancy, and by the time someone runs a profitability check the gap is substantial.

There's also a relational pull at play. Most agency owners got into this business because they like their clients and they like doing good work. Protecting scope feels adversarial. It's not.

## What to do when you're already over scope

The conversation needs to happen before the resentment sets in — on either side. Once you're doing significantly more work than you're charging for, you're not doing the client a favor. You're building toward a situation where you'll eventually have to raise your rates dramatically, drop the account, or tell them you can't sustain the current service level. None of those are clean options.

What works better is presenting two explicit choices: reduce the monthly deliverables to what the retainer covers, or renegotiate pricing to reflect the actual work being done. Neither option is "I've been doing you a favor and now I'm charging you for it." The framing is cleaner — here's what we agreed to, here's what we've been doing, here's how we want to move forward.

In this case, the client actually has budget for the expanded work. The friction point was never the money — it was that no one had documented the scope clearly enough to make the conversation possible.

## Who should have the pricing conversation?

Not always the agency owner. This is counterintuitive for founders who default to handling everything client-facing themselves.

In this situation, the agency owner held the client relationship and controlled the narrative, but had her account lead run the pricing conversation directly. That separation keeps the relationship intact. The agency owner is still the person the client trusts; the account lead handles the mechanics of renegotiation. Mixing those roles can make clients feel managed rather than supported.

One thing that matters: whoever isn't involved in the pricing conversation should be kept out of that meeting. Don't bring someone with a warm relationship to the client contact into a discussion about money — it muddies the dynamic and creates loyalty conflicts neither party knows how to resolve.

## The scope document you should have had from the start

The fix going forward is simple to describe and slightly tedious to actually do: define the number of activations, deliverables, and revision rounds in writing before the work starts. Tie each line item to a unit. "Influencer management" is not a scope. "Six influencer activations per month with one round of revisions each" is a scope.

When scope is vague, clients aren't necessarily trying to extract more than they're paying for. They're operating on whatever mental model they built from the sales conversation. If your pitch implied more than your contract specified, that's a contract problem.

For retainer clients you already have, treat the scope conversation as a reset. Review what's been delivered against what was agreed and use that as the opening for a clean renegotiation. Do it before the account gets to a place where you're quietly resentful or they're suddenly surprised.

## The operational signal nobody's watching

The scope problem wasn't the only thing that surfaced. When an account grows faster than the team executing it, the execution gaps compound. A scheduler stretched past capacity missed a meeting and made two approval errors in the same week. The fix wasn't to reprimand her — the role required two people and had been running with one.

The tell is usually a rash of small errors. Not catastrophic failures, just slippages that show up more frequently than they used to. That's the signal that the current structure isn't keeping pace with the account load.

The agency owner is posting a backup scheduler on Upwork this week. The assignment she's using to evaluate candidates specifically tests for manual community engagement — no AI shortcuts — because the role requires authentic interaction that bots replicate badly. That one sentence in the job post will filter out about 80% of the applicants, which is exactly the point.

### Scope Creep Doesn't Start With the Client
Published: 2026-06-09 · 4 min read · Tags: Client Management, Pricing
URL: https://igniumconsulting.io/blog/scope-creep-doesnt-start-with-the-client

> Scope creep rarely starts with a demanding client. It starts with a vague retainer and no documented deliverable count. Here's how to fix it.

Scope creep in service businesses almost never starts with a difficult client. It starts with a retainer that doesn't say how many deliverables are included per month. The client asks for one more thing. Then another. And because nobody wrote down the number, nobody knows when the line got crossed.

I was on a coaching call yesterday with the owner of a marketing agency. She has a client paying a solid monthly retainer for social media and influencer content. Good account. Good relationship. But over the past two months, the client started requesting daily influencer activations on top of the agreed deliverables. Her team was fulfilling every request because the scope document didn't specify a cap.

## How Does Scope Creep Actually Start?

The pattern is the same almost every time I see it. The original agreement says something like "social media management and influencer content" without a number attached. The client reasonably assumes that means whatever they need. The team reasonably assumes they should deliver whatever is asked. Both sides are operating in good faith inside a vague agreement. That's the whole problem.

By the time somebody notices, the team is doing 40% more work than the retainer covers. And the owner is stuck choosing between eating the margin or having an uncomfortable conversation with a client who doesn't think they've done anything wrong. Because they haven't.

## What to Do Before the Client Call

The fix isn't confrontation. It's documentation. Before you have any conversation with the client, you need three things written down: what's included in the current retainer, how many units of each deliverable per month, and what the cost would be for the extra work they've been getting.

In this case, we walked through every deliverable the team had produced in the last 60 days and compared it to what the retainer was priced for. The gap was obvious once it was on paper. The team was producing roughly double the influencer activations the retainer was built to cover.

## Two Options, Not One Ultimatum

The move that works is giving the client two clear options instead of one awkward ask. Option one: we reduce the monthly deliverables to match the current retainer. Option two: we adjust the retainer to cover what you've actually been receiving. Both options are reasonable. Neither one makes the client feel like they've been doing something wrong.

The owner who controls the relationship should set the agenda. The person who owns the pricing rationale should lead that part of the conversation. Don't let your whole team sit in on the pricing discussion — keep it between the people who can actually make decisions.

## Why Getting Ahead of It Matters

The worst version of this conversation is reactive. The client sends another request, your team pushes back for the first time, and now the client feels like something changed. They didn't get a warning. They got a wall.

The better version is proactive. You send a short note before the next call: "I want to make sure we're aligned on scope — I'm going to walk through what's included and what's been added so we can make sure the priorities match the budget." That single sentence reframes the entire conversation from "you're asking too much" to "let's make sure we're on the same page."

## The Real Fix Is Upstream

After we sorted out the client conversation, we went back to the retainer template. Every new agreement now specifies the exact number of deliverables per month per category. Not a range. A number. If the client wants more, there's a documented rate for additional units.

It takes about ten minutes to add that specificity to a proposal. It saves about ten hours of awkward conversations per year per client.

The agency owner told me she'd known about the scope issue for six weeks but kept pushing it off because the client relationship was good and she didn't want to rock it. Six weeks of extra work her team wasn't getting paid for, because the original document was three sentences too short.

### The Number That's Missing From Your Marketing
Published: 2026-06-08 · 4 min read · Tags: Financial Clarity, Marketing
URL: https://igniumconsulting.io/blog/the-number-thats-missing-from-your-marketing

> Most small businesses track leads and revenue but skip the number that actually matters: close rate by source. Without it, you're guessing.

Most small businesses can tell you two things: how many leads came in and how much money they made. What they almost never know is which leads turned into money. That gap — close rate by source — is where every bad marketing decision gets made.

Here's what I see pretty much every time. Revenue is up. The owner is feeling good. Google Ads brought in ten leads. Organic search brought in ten leads. Great month. But which of those twenty leads actually signed? Which ones paid? Nobody knows. The spreadsheet tracks where they came from. It tracks who became a client. But those two columns don't talk to each other.

## Why Close Rate by Source Changes Everything

Lead count is flattering. Close rate by source is useful. Those are different things.

You can have a channel that generates a ton of leads and closes almost none of them. You can have another channel that trickles in three leads a month and closes every single one. If you're only counting leads, you'll pour money into the first channel and starve the second. You'll feel productive the entire time you're doing it.

The math isn't complicated. But the tracking requires a specific, unsexy step: marking which leads actually paid, right there in the same place you recorded where they came from. Not in a different tab. Not in your head. Not "we'll figure it out later." Same spreadsheet. Same row. Source on the left, paid on the right.

## The Dashboard That Lies to You

Traffic metrics are the worst offenders. I've seen months where direct traffic to a site dropped off a cliff. The analytics dashboard looked like something was broken. And revenue hit a record. The owner was staring at a report that said the sky was falling while the bank account said otherwise.

That contradiction makes people crazy. And the instinct is to trust the dashboard because it has charts and numbers and looks official. But the dashboard is measuring activity, not outcomes. A hundred website visitors who don't buy are worth less than three who do.

The uncomfortable truth is that most marketing reports measure how busy your marketing is, not how effective it is. Impressions, clicks, cost per click, traffic volume — all activity metrics. The only question that matters is: did they pay?

## The Ad Spend Trap

Here's where it gets expensive. Say you bump your ad spend by five hundred bucks a month. Your cost per click goes up. Your marketing person sends you a report that looks worse than last month. But you had a record revenue month.

What happened? You probably got better quality leads. Fewer of them, maybe. More expensive per click, sure. But the ones who showed up were ready to buy. You'd never know that from the ads report. You'd only know it if you tracked which of those ad leads actually closed.

Without close rate by source, you can't answer the most basic question in marketing: should I spend more or less on this channel? You're just guessing. Educated guessing, maybe. But still guessing.

## How to Actually Track It

The fix is boring. Add two columns to whatever you're using to track leads. One for "agreement signed." One for "invoice paid." That's it. Now you can filter by source and see your close rate for each channel.

Most people resist this because it feels like extra work for their admin person. It is extra work. About thirty seconds per lead. And it's the difference between knowing where your money comes from and hoping you'll figure it out eventually.

Once you have even two months of this data, patterns emerge fast. You'll see that one channel closes at forty percent and another at eight percent. You'll stop agonizing over whether to increase ad spend because the numbers will just tell you.

## The Confidence Problem

The real cost of not tracking close rate by source isn't wasted ad dollars. It's the constant second-guessing. Every month becomes a referendum on whether your marketing is working. Good month? Must be the ads. Bad month? Maybe we should cut the ads. There's no foundation under any of it.

And when someone asks you — your partner, your accountant, yourself at 2 AM — whether your marketing spend is worth it, you shrug. Not because you're bad at business. Because you skipped one column in a spreadsheet.

Two columns, thirty seconds per lead, and you stop shrugging.

### Job Costing Saved the Agency (After It Almost Killed It)
Published: 2026-05-22 · 7 min read · Tags: Financial Clarity, Agency
URL: https://igniumconsulting.io/blog/job-costing-saved-the-agency

> A 15-person agency was losing money on half its clients and didn't know it. Here's how we rebuilt the pricing model in 6 weeks.

The owner thought they were running a 22% margin business. Their bank account disagreed.

## The diagnosis

We pulled the last twelve months of QuickBooks data, tagged every employee hour by client and service line, and ran the actual cost-of-delivery against each invoice. Half of their flagship retainers were break-even or worse.

This is exactly the kind of work I walk through inside [Financial Clarity](/#approach) engagements — opening the books in real time so decisions stop being feelings.

## The fix

Three moves, in order:

  - Time guardrails on every service tier — a hard ceiling, not a soft target.

  - Re-priced two unprofitable client cohorts. We lost one. We expected to lose two.

  - Margin reviewed monthly with the ops lead, not annually with the accountant.

## The result

40% gross margin target hit in 90 days. The owner stopped subsidizing clients with her own salary.

### How to Extract the Founder in 4 Months
Published: 2026-05-05 · 9 min read · Tags: Systems, Delegation
URL: https://igniumconsulting.io/blog/extracting-the-founder

> Most founders are the bottleneck and the brand. Pulling them out of delivery without losing the client relationship takes a system, not willpower.

The PR firm owner I worked with was running every client call, writing every pitch, and approving every send. She wanted to launch a productized service. She had no hours to launch it.

## Step 1: Decide what only the founder can do

Strategy. Senior relationships. Hiring the next senior person. Everything else is delegable on a timeline.

## Step 2: Build the layer

Ops manager hired in week three. 30/60/90 onboarding plan modeled after the playbook I describe in [Scalable Systems](/#approach). Escalation map written so the team knew exactly when to interrupt her and when not to.

## Step 3: Stay in the ring

Weekly 1:1s with the ops manager for the first 60 days. I sat in for the first three. By month four, the founder was on enterprise pitch calls instead of QA-ing newsletters.

### $72K in AI Savings Without the Hype
Published: 2026-04-18 · 6 min read · Tags: AI, Operations
URL: https://igniumconsulting.io/blog/ai-72k-without-the-hype

> I deploy AI tools daily and implement them for clients. Here's the unsexy reality of what actually saves money versus what just sounds good in a keynote.

Most "AI strategy" decks are a list of vendors. Real savings come from boring automation around three workflows.

## Reporting

A digital agency was burning 18 hours a week building client performance reports by hand. We piped Google Ads + GA4 into a templated Claude workflow. 18 hours became 30 minutes of review.

## Ad management

Daily bid checks and creative rotation triggered by performance thresholds. Mid-level media buyer freed to do the work that needs judgment.

## Data extraction

PDF invoices and onboarding intake forms parsed straight into the CRM. Onboarding lead time cut in half.

This is the kind of thing I cover inside [AI-Powered Operations](/#approach) — implementation, not theater.