You will get AI SaaS MVP Blueprint – Product + Prompt Spec for GPT-4
Project details
I’ll help you define, spec, and de-risk your AI-powered SaaS product — fast. Whether you’re building with GPT-4, Claude, or Azure OpenAI, I’ll create a strategy-grade MVP blueprint that gets your product from “idea” to “dev-ready.” This includes a 3-phase roadmap, prompt input/output logic, token-cost guardrails, and UX layer recommendations.
I’ve shipped MVPs on Laravel, Node, and .NET stacks, scoped real-time OpenAI integrations, and built product plans that helped early-stage founders land pilots, funding, and traction. I specialize in delivering clear specs that developers can build from and investors can believe in.
Let’s make your AI idea a product — not just a prompt.
I’ve shipped MVPs on Laravel, Node, and .NET stacks, scoped real-time OpenAI integrations, and built product plans that helped early-stage founders land pilots, funding, and traction. I specialize in delivering clear specs that developers can build from and investors can believe in.
Let’s make your AI idea a product — not just a prompt.
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation System, Software MaintenanceAI Tools
Azure Machine Learning, Google AutoML, MLflow, Open Neural Network Exchange, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$600
|
Standard
$1,200
|
Advanced
$2,000
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 2 |
AI Model Integration | - | ||
Detailed Code Comments | - | - | - |
Knowledge Graph | - | - | |
Model Documentation | - | ||
Ontology | - | - | - |
Source Code | - | - | - |
Taxonomy | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$150 - $500
Additional Revision
+$150Frequently asked questions
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KR
Kate R.
Jun 20, 2025
Business Plan & Go-To-Market Strategy Needed for Micro SaaS Launch in Productivity Niche
Carolyn was incredible to work with. She over delivered and exceeded expectations in all ways. The business plan and GTM was exceptional, it was exactly what we were looking to help us launch our SaaS. She has a deep understanding of the industry and technology. We look forward to working with her again.
About Carolyn
SaaS GTM & Product Strategy | Fractional CPO for Seed-Stage Startups
Yarmouth, United States - 4:58 am local time
I lead zero-to-traction growth for AI SaaS, compliance platforms, creator economy startups, and modular B2B stacks—blending deep product insight with fundraising and GTM alignment.
I also partner with a small team of senior engineers I’ve worked with across multiple launches. If needed, I can scope and lead execution sprints post-strategy. This hybrid “fractional exec + technical build partner” model helps early-stage founders move fast without hiring 3 roles or managing 6 contractors.
SELECTED TRACK RECORD
→ Founded and scaled UncommonGood (raised $6.6M, 4,000+ users, 5.0★ Capterra rating)
→ Fractional CPO for Stylette, TrendHelm, Auxilia, ValidSoft, and Dropp Group
→ Built GTM strategies, monetization systems, and business plans that unlocked capital and early traction
CLIENTS HIRE ME TO
→ Design 90-day GTM sprint plans: ICP, pricing tiers, funnel sequencing
→ Write dev-ready specs for AI-native SaaS features (GPT prompt logic, RAG, token-cost control)
→ Fix onboarding and freemium systems that quietly bleed MRR
→ Build early MVPs or modular product stacks with my vetted senior dev team
→ Author full business plans with TAM/SAM/SOM, monetization, and milestone maps
→ Serve as a fractional CPO to align product, growth, and revenue—without adding full-time headcount
DELIVERABLES INCLUDE
→ GTM playbooks (ICP, funnel, pricing, acquisition strategy)
→ Business plans (market sizing, revenue model, milestones, TAM/SAM/SOM)
→ AI product specs (prompt architecture, feature gating, latency + token control)
→ MVP builds (modular web apps or prototypes, scoped + delivered with my senior dev team)
→ Onboarding systems (PLG flow, activation UX, churn defense)
→ Pricing models (tier design, CAC/LTV logic, usage-based monetization)
→ Investor collateral (GTM narrative, traction metrics, funding roadmap slides)
RECENT WINS
→ Wrote an AI + .NET9 architecture plan adopted by Auxilia’s board, supporting a $5M raise
→ Built the GTM and monetization model that anchored Stylette’s seed round
→ Cut paid media CPL by 82% and doubled trial-to-paid in 90 days for a B2B SaaS
→ Delivered business plans and traction strategy for multiple funded launches
→ Launched a legal tech MVP ahead of schedule, securing early pilot users and product-market signal within 8 weeks
TECH ECOSYSTEM
Azure OpenAI, Claude, Laravel, Vue, .NET, Supabase, Kafka, Stripe, QBO, Postgres, SendGrid, ClickUp, Next.js, React, Flutter, Bubble, Replit, Python, Webflow, WordPress etc.
ENGAGEMENT MODELS
→ $900–$2,900 fixed-scope Sprints
→ $6,000/month for ongoing fractional CPO work
Message me to schedule a 15-minute fit call or pick a Sprint from my Project Catalog.
Steps for completing your project
After purchasing the project, send requirements so Carolyn can start the project.
Delivery time starts when Carolyn receives requirements from you.
Carolyn works on your project following the steps below.
Revisions may occur after the delivery date.
Kickoff & Inputs Review
I review your vision doc (or freeform input), clarify scope, and confirm AI model choice (e.g. GPT-4, Claude, etc.).
Build Core Spec
I deliver a structured MVP spec including feature list, user flow, AI prompt map, and token-cost strategy.