Official B2B Invoicing·100% Upfront Retainer·Async Video & RFC Delivery
Challenges We Eliminate
Why Teams Need This Now
Common technical bottlenecks and expensive mistakes startups encounter without senior architecture guidance.
Founders risking months of engineering time on an idea that turns out to have unacceptable hallucination rates in practice.
Unclear whether a specialized computer vision, multimodal model, or reasoning LLM can solve the target problem.
Uncertainty about required dataset sizes, labeling overhead, and ongoing operational maintenance costs.
Investors requesting technical validation and proof of concept before committing capital.
Concrete Outcomes
What You Receive on Delivery
No vague high-level advice. You receive production-grade engineering documentation and actionable plans.
01
Technical Feasibility Synthesis (3–5 Pages)
Objective evaluation of whether current state-of-the-art models can reliably solve your problem and under what conditions.
02
Empirical 3-Model Benchmark Matrix
Hands-on comparison across 2–3 leading models (e.g. OpenAI o-series, Claude 3.5 Sonnet, open-weights) testing error rates and accuracy on sample data.
03
Cost, Data & Infrastructure Forecast
Projection of ongoing inference costs, training/fine-tuning necessity, and data collection requirements.
Zero-Meeting Workflow
How It Works
Streamlined asynchronous execution designed for fast-moving founders and engineers.
01
Concept & Sample Data Submission
You share your problem statement, target success criteria, and 5–10 sample inputs/outputs.
02
Benchmark Testing & Evaluation
We test representative models, measure error tolerances, evaluate edge cases, and analyze failure modes.
03
Report Delivery
You receive the executive feasibility report with concrete go / no-go recommendations and model rankings.
Engineering Authority
Why Work With Aething Inc
Unbiased, objective assessment: We do not sell developer hours, so we have no incentive to recommend doomed projects.
Saves tens of thousands of dollars in wasted seed capital by killing flawed approaches early.
Clear, decisive technical guidance supported by real empirical data.
"We don’t sell junior engineering hours or theoretical slide decks. We provide pragmatic, battle-tested systems engineering derived from high-concurrency Telecom networks and HIPAA-compliant MedTech."
Ihar Kul — Systems Architect & Founder, Aething Inc.
Instant Checkout & Onboarding
Order Feasibility & Benchmark
Select your preferred payment method below. Upon payment, you receive an immediate onboarding brief.
Service:AI Feasibility & Model Benchmark Report
Delivery Timeline:48 business hours
Total Investment:$1,000 (one-time flat fee)
Secure B2B card checkout processed through Stripe. Invoiced upfront via Aething Inc.
Instant receipt & corporate invoice generated
All major credit cards & Apple Pay accepted
Immediate link to 5-question intake brief
Pay instantly with cryptocurrency (Bitcoin on-chain, Lightning Network, USDT, USDC). Zero third-party banking delays.
Direct on-chain & Lightning network settlement
Instant cryptographic invoice verification
Auto-redirect to intake brief upon payment
Prefer custom invoicing, wire transfer (ACH/SWIFT), or an enterprise NDA first?Email hello@aething.com
Frequently Asked Questions
Got Questions?
Everything you need to know about delivery, scope, and process.
What if the report concludes the idea is not feasible?
That is one of the most valuable outcomes possible. Spending $1,000 to learn that an idea has a 40% error rate saves you $50,000 to $100,000 in futile engineering salaries.
How many sample data points do we need to provide?
Just 5 to 10 representative test cases demonstrating typical and edge-case inputs are sufficient for our benchmark evaluation.
Can this report be shared with investors?
Yes. Many founders use this empirical report as independent technical validation for their investor pitch decks and due diligence memos.
Ready to Architect Your AI the Right Way?
Don’t burn capital on trial-and-error. Get decisive systems engineering guidance today.
AI Feasibility & Model Benchmark Report
Evaluate your bold AI idea before investing capital. Empirical benchmarking of error rates, model trade-offs, and true operating costs.
Why Teams Need This Now
Common technical bottlenecks and expensive mistakes startups encounter without senior architecture guidance.
Founders risking months of engineering time on an idea that turns out to have unacceptable hallucination rates in practice.
Unclear whether a specialized computer vision, multimodal model, or reasoning LLM can solve the target problem.
Uncertainty about required dataset sizes, labeling overhead, and ongoing operational maintenance costs.
Investors requesting technical validation and proof of concept before committing capital.
What You Receive on Delivery
No vague high-level advice. You receive production-grade engineering documentation and actionable plans.
Technical Feasibility Synthesis (3–5 Pages)
Objective evaluation of whether current state-of-the-art models can reliably solve your problem and under what conditions.
Empirical 3-Model Benchmark Matrix
Hands-on comparison across 2–3 leading models (e.g. OpenAI o-series, Claude 3.5 Sonnet, open-weights) testing error rates and accuracy on sample data.
Cost, Data & Infrastructure Forecast
Projection of ongoing inference costs, training/fine-tuning necessity, and data collection requirements.
How It Works
Streamlined asynchronous execution designed for fast-moving founders and engineers.
Concept & Sample Data Submission
You share your problem statement, target success criteria, and 5–10 sample inputs/outputs.
Benchmark Testing & Evaluation
We test representative models, measure error tolerances, evaluate edge cases, and analyze failure modes.
Report Delivery
You receive the executive feasibility report with concrete go / no-go recommendations and model rankings.
Why Work With Aething Inc
"We don’t sell junior engineering hours or theoretical slide decks. We provide pragmatic, battle-tested systems engineering derived from high-concurrency Telecom networks and HIPAA-compliant MedTech."
Order Feasibility & Benchmark
Select your preferred payment method below. Upon payment, you receive an immediate onboarding brief.
Secure B2B card checkout processed through Stripe. Invoiced upfront via Aething Inc.
Pay instantly with cryptocurrency (Bitcoin on-chain, Lightning Network, USDT, USDC). Zero third-party banking delays.
Got Questions?
Everything you need to know about delivery, scope, and process.
What if the report concludes the idea is not feasible?
That is one of the most valuable outcomes possible. Spending $1,000 to learn that an idea has a 40% error rate saves you $50,000 to $100,000 in futile engineering salaries.
How many sample data points do we need to provide?
Just 5 to 10 representative test cases demonstrating typical and edge-case inputs are sufficient for our benchmark evaluation.
Can this report be shared with investors?
Yes. Many founders use this empirical report as independent technical validation for their investor pitch decks and due diligence memos.
Ready to Architect Your AI the Right Way?
Don’t burn capital on trial-and-error. Get decisive systems engineering guidance today.
Order Feasibility & Benchmark ($1,000)