Claudomat for AI App Builders

YOU BUILT THE AI APP.
CLAUDOMAT BUILDS THE OPERATING TEAM.

Dev, marketing, finance, and sales — running continuously around your AI product. Including the AI-cost ops nobody else covers.

Every week: 4 SEO articles · AI-cost dashboard · 30 outreach · sprint shipped.

Dev TeamAround your AI codebase + eval harness.
MarketingAI-vertical SEO, not generic AI content.
FinanceAI cost is the new biggest line item.
SalesFrom cold list to AI-native customer.
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02
Weekly Outputs

FOUR TEAMS

FOUR TEAMS.
REAL ARTIFACTS EVERY WEEK.

AI apps have unique operating problems: API spend that compounds, model migrations, prompt regressions, abuse detection. Claudomat is the only operator that ships artifacts for all of it — every week, plus the standard four functions.

T-01 ⌥ Dev Team Engineering

Around your AI codebase + eval harness.

  • 1 sprint deployed Thursday — features, prompt regressions tested
  • Model-migration runbook updated when new models ship
  • Eval harness extended with each new feature shipped
  • Weekly infra check — API rate limits, latency, error budget
T-02 ◈ Marketing Growth

AI-vertical SEO, not generic AI content.

  • 4 long-form SEO articles — your AI vertical, not generic AI hype
  • 1 ProductHunt / X / There's An AI For That submission per week
  • Competitor scan — what other AI apps shipped this week, lessons
  • Funnel review every Friday — CAC, trial-to-paid, drop-off flagged
T-03 ◎ Finance Financial Ops

AI cost is the new biggest line item.

  • Daily AI-cost dashboard — OpenAI, Anthropic, embeddings, image gen
  • Per-user cost analysis — flag power users vs free riders
  • Runway model refreshed every Monday with AI-spend trajectory
  • Pricing-vs-cost margin alerts — when usage breaks unit economics
T-04 → Sales Revenue

From cold list to AI-native customer.

  • 30 cold outreach emails sent across 2 A/B-tested sequences
  • ICP list of 200 AI-curious teams refreshed weekly
  • Pipeline review every Friday — next-action per opportunity
  • 1 pricing experiment per month — usage-based, tier, or hybrid
03
A Week in the Console

operator@claudomat:~$

MON 08:00 — FRI 18:00.
HERE'S WHAT FIVE DAYS LOOK LIKE.

A real week from an AI app builder stage — $5.8k MRR, 240 paying customers, Anthropic and OpenAI both wired in. Four teams active, one operator.

OPERATING LOG · WEEK 03
◆ claudomat    MON · 08:00 /// weekly digest · autoshipped this week: 4 SEO drops · AI-cost audit · v0.9 sprint · 30-email outreach to AI-buyer ICP ▸ revenue: $5,840 (+11% w/w) · AI spend: $1,420 (24% of revenue) ▸ margin trend: stable. nothing requires you yet. ◆ claudomat    MON · 11:30 /// finance · AI cost anomaly ▸ anthropic spend +62% w/w · spike sourced to 4 power users ▸ top user: 28k requests/day · $84/mo subscription · $312/mo cost. negative margin. ▸ recommendation: prompt-cache for repeated prefixes (free win) + usage cap. ▸ operator       MON · 14:02 approve cache. on the cap — let's set it at 1k req/day for free tier, soft warn at 10k for paid. ◆ claudomat    TUE · 09:15 /// marketing · 2 articles drafted ▸ "prompt caching: cut your anthropic bill 40% in 1 hour" — 1,840w ▸ "why your AI app has 12% trial-to-paid (and how to fix it)" — 2,210w ▸ both have HN-shaped titles, internal linking, schema. queued for thu. ▸ operator       TUE · 10:48 ship both. first one will rank — almost no competition. ◆ claudomat    WED · 16:20 /// sales · 4 warm replies + 1 inbound ▸ aiteamco — inbound from yesterday's HN comment · booked thursday ▸ 2 enterprise trials qualified · both citing AI cost predictability concerns ▸ recommendation: bring AI-cost-controls deck to enterprise calls. ◆ claudomat    THU · 11:00 /// dev · sprint v0.9 deployed ▸ prompt caching live · usage caps shipped · 2 model migrations done ▸ eval harness extended for new feature · all benchmarks green ▸ rollout: 25% → 100% across friday. ▸ operator       THU · 15:42 the cost spike turned into our biggest competitive angle. is anthropic's prompt cache discount enough to keep us on them vs migrating to openai? ◆ claudomat    THU · 15:42 running cost-vs-quality-vs-latency comparison across 6 model combinations for your top 3 endpoints. back by friday afternoon. evidence. ◆ claudomat    FRI · 14:30 /// model analysis · 6 combos · top 3 endpoints ▸ stay on anthropic w/ prompt caching: 23% cost cut, no quality loss ▸ migrating to gpt-4o for endpoint #2: 34% cheaper but 8% quality drop on evals ▸ hybrid: anthropic for #1, gpt-4o-mini for #3, current for #2 — 28% blended cut ▸ recommendation: hybrid. ready to ship if you greenlight. ◆ claudomat    FRI · 17:50 /// week close ▸ shipped: v0.9 (caching + caps) · 2 articles · 30 outreach ▸ AI spend trajectory: -23% expected next 7 days vs trend ▸ pipeline: 5 warm · 2 enterprise qualified · 1 inbound from HN ▸ next monday: hybrid model rollout if approved. have a good weekend.
04
What Stays Yours

THE BOUNDARY

CLAUDOMAT EXECUTES.
YOU DECIDE WHAT MATTERS.

Claudomat isn't autopilot — it's a co-pilot with you in the commander seat. The AI-specific judgment calls — model choice, prompt strategy, where to accept quality tradeoffs for cost — stay yours.

  • Model and provider strategy
  • Where to accept quality tradeoffs for cost
  • Prompt strategy and eval criteria
  • Pricing model — usage, tier, or hybrid
  • Brand voice — only you sound like you
  • Which AI moats to chase, which to skip

Your judgment. Claudomat's execution.

05
Why AI App Builders

THE CASE

AI APPS ARE EASY TO SHIP.
HARD TO OPERATE.

You can ship an AI app in a weekend. Wire up an LLM, design a flow, deploy. The build cost is near zero. Distribution has never been easier either — AI-product directories, X, ProductHunt, Reddit's AI subreddits all give indie AI apps a fair shot.

The operating cost is brutal. AI APIs charge per token in a way that makes margin calculation a daily concern, not a quarterly one. Power users can flip a healthy product into a money-loser overnight. Models change every 6 months and your evals don't migrate themselves. And on top of all that — you still need to ship SEO, run finance, send outreach. AI app founders flatline not on product but on the operating load AI uniquely creates.

Claudomat is the operating team for AI apps specifically. Four functions — Dev, Marketing, Finance (with AI-cost ops baked in), Sales — running every week. The AI app builder stays focused on what model and prompt strategy ship next. The company runs.

06
Pricing

PRICING

LESS THAN ONE MONTH OF ONE SALARY.

One subscription covers all four functions including AI-cost ops. Pick the tier that matches your stage — what changes is how deep each surface goes.

OPERATOR

$239 / mo

billed annually · or $299/mo month-to-month

A company that fits in your head.

Claudomat runs Dev, Marketing, Finance, and Sales at full depth — every function, every week — so you stay solo without flatlining.

Best for: Past first $5k MRR, scaling AI app without team

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HOLDING

Custom

A portfolio that runs itself.

Running multiple SaaS products. One Claudomat per offering, all reporting up to you. Every function active across every entity.

Best for: Running multiple AI products in parallel

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Annual plans save 20%. Cancel anytime. Prices exclude VAT. See full pricing comparison →

07
FAQ

FAQ

COMMON QUESTIONS

  • What does Claudomat actually do for an AI app builder — concretely?

    Every week across four functions plus AI-cost ops: Dev (sprints, eval harness, model migrations), Marketing (4 SEO articles, AI-vertical specific, directory submissions), Finance (daily AI-cost dashboard, per-user margin, runway), Sales (200-lead AI-buyer ICP, 30 outreach, pipeline). Shipped artifacts. See Section 02.

  • How does Claudomat handle AI cost specifically?

    Daily dashboard across OpenAI, Anthropic, embeddings, image gen. Per-user cost tracking so you know which customers are profitable. Anomaly alerts when spend trajectory breaks. Margin alerts when usage breaks unit economics. Model-migration analysis when alternatives could save money. No other operator does this for AI apps.

  • Will Claudomat write code in my AI app?

    Yes — sprint-shaped work via PRs you review. Bug fixes, new features, eval harness extension, model migrations. You stay the senior on the codebase; Claudomat is your team. You can also disable Dev and use Claudomat only for the other three functions.

  • Can Claudomat handle prompt engineering?

    Claudomat doesn't auto-edit your prompts — that's part of what stays yours. It DOES handle the surrounding work: extending evals when prompts change, A/B test infrastructure, cost-vs-quality analysis across model combinations, regression detection.

  • What about when models change every 6 months?

    Claudomat tracks new model releases across providers and proposes migration plans when economics or quality shift. Eval harness ensures migrations don't degrade quality silently. The work that used to eat weeks of founder time runs as a sprint instead.

  • Is $79/mo worth it if my AI spend is already $200/mo?

    If Claudomat cuts your AI spend by 15%+ through prompt caching, model routing, or abuse detection, the SOLO plan pays back in week one — and that's just Finance. You still get Dev, Marketing, and Sales on top.

  • Will Claudomat post on X or HN as me?

    Drafts, yes. Auto-publish, no — not on personal accounts. AI Twitter is a real distribution channel and your voice in it stays yours. Claudomat ghost-writes, schedules, optimizes, tracks — you press publish.

  • What if I'm pre-revenue and just building?

    Honest answer: work on product-market fit first. Claudomat amplifies signal. If you have early signal — a few paying customers or a real waitlist with intent — Claudomat unblocks the operating side. If you don't have signal yet, find it first.

  • What happens when my AI app crosses $5k MRR?

    Upgrade to OPERATOR ($239/mo). Same Claudomat, deeper surface area — full sales pipeline, investor financials, more sprint velocity. If you start building a second AI product, HOLDING gives you one Claudomat per company.

  • What can't Claudomat do for an AI app builder yet?

    Three honest limits. (1) Designing prompts from scratch — that's your taste, your moat. Claudomat extends, evaluates, and protects them. (2) Anything requiring a human in the room with another human — fundraising, key partnerships. (3) Hardware or on-device AI workflows — we're cloud-native.

THE AI APP IS LIVE.
NOW RUN THE TEAM AROUND IT.

Join the AI app builders already operating their companies with Claudomat.

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No credit card required. Cancel anytime. Currently accepting early access requests.

THE FIELD

Comparing to
your current stack?

Claudomat is the team, not the editor. Here's how it sits next to the tools you already use.