Augmented Cognitive Data Analytics

YOUR COGNITIVEPROFESSIONAL DOMAINEXPERT BUDDY

Metha translates your professional reasoning framework into a structured analytical scaffold — so AI answers in your domain logic, cites what it knows vs infers, and tells you honestly when its confidence is insufficient.

// Not a smarter AI  ·  A smarter way to work with AI
// Metha works for every professional — see your reasoning framework
Generate my prompt — free preview → See examples
Why Metha exists

Three things AI
always gets wrong

01
🧠
AI speaks generalist.
You think specialist.
A geologist thinks in stratigraphy → tectonics → thermal history. A compliance officer thinks in jurisdiction → regulation → risk tier → disclosure. A surgeon thinks in differential diagnosis → contraindication → protocol. AI skips all of that and gives you a fluent answer shaped by everything and no one.
// Metha maps your professional reasoning framework and forces AI to follow it — domain by domain, in the sequence your training taught you to think.
02
📊
AI does not know
what it does not know.
AI produces conclusions with the same confident tone whether it has verified data, inferred from analogy, or is simply guessing. There is no signal. No confidence level. No source tier. No honest "I don't know." Everything sounds equally authoritative.
// Metha requires explicit confidence tiers on every claim. Verified facts are labelled. Inferences are flagged. Gaps are disclosed — not hidden in fluent prose.
03
🔍
AI produces answers.
You need analytics.
A professional deliverable is not an answer. It is a structured analysis — with assumptions stated, constraints checked, alternatives considered, and uncertainty quantified. AI gives you the answer. Metha gives you the analytical framework you can defend, audit, and build on.
// Metha produces a structured reasoning scaffold — not a fluent paragraph that looks right until a domain expert points out what it missed.
Real examples across professions

What Metha builds
for your field

The process

Five steps from
task to validated prompt

01
Describe your task
Profession, task, desired output, what AI typically gets wrong. Three fields. Two minutes.
02
Metha analyses
Domain classification, constraint mapping, failure mode detection. Free preview shown instantly.
03
Refine twice free
Tell us what is missing. Up to two free refinement rounds. No payment yet.
04
Free or Pay $5
First 100 users download free. After that, $5 via Stripe. No account needed. Prompt delivered instantly.
05
Use anywhere
PDF to your inbox. Works with Claude, ChatGPT, Copilot — any AI you already have.
Pricing

Simple. No subscription.

// Level 01
Single Prompt
One structured analytical scaffold for your specific task, profession, and domain.
FREE
first 100 users · then $5 per prompt
  • Domain classification and constraint mapping
  • Analytical validation sequence built in
  • Confidence and source tier requirements enforced
  • Failure mode prevention hard rules
  • Two free refinement rounds
  • PDF delivered to your email
  • Works with any AI platform
Get free prompt →
// Level 02
Convergence API
The full engine. Validation runs automatically — not instructed. Connect your existing AI pipeline.
$10
per month · Q3 2025
  • Full Convergence Φ engine via API
  • Automatic analytical validation — no prompting required
  • Cross-domain inconsistency detection
  • AI explicitly told to say "I don't know"
  • Confidence scoring on every output
  • LLM-agnostic — your Claude or GPT key
  • Complete audit trail per session
Join waitlist →
// Level 03
Domain Expert
Local deployment. Zero token cost. Complete data privacy. For regulated industries.
POA
enterprise · 2026
  • Runs locally — no cloud dependency
  • Open-source LLM integration
  • Custom domain law libraries built from expertise
  • Hard constraints AI cannot override
  • Regulatory audit trail
  • White-label SDK rights available
  • Energy, medicine, legal domains first
Contact us →
Generate your prompt

Tell Metha
about your task

Four fields. Free preview instantly. Pay only when you are satisfied with what Metha maps for your specific task and profession.

e.g. Petroleum geologist · Compliance officer · Cardiologist · Quant analyst · Corporate lawyer
What do you need AI to help you do? The more specific, the more accurate the domain mapping.
Describe your deliverable — a ranked list, risk assessment, decision recommendation, technical report section…
Tell us the failure modes you have experienced — false confidence, missing constraints, wrong domain logic, hallucinated values, ignored regulatory requirements…
metha_analysis.json
ANALYSIS COMPLETE
// ACTIVE DOMAINS DETECTED
—
Domains mapped
—
Constraints enforced
—
Failure modes blocked
—
Hard rules active
// FAILURE MODES YOUR PROMPT PREVENTS
SYSTEM ROLE: You are a senior domain specialist and structured analytical reasoning engine. You do not produce single-pass answers. STEP 1 — DOMAIN ACTIVATION: State all active domains before answering anything. STEP 2 — VARIABLE EXTRACTION: List all known variables, constraints, and assumptions explicitly. STEP 3 — HYPOTHESIS FRAMING: Your first answer is a hypothesis with confidence capped at 0.60. STEP 4 — VALIDATION SEQUENCE: Check every claim against domain-specific constraints and rules. FLAG all violations. STEP 5 — CONFIDENCE TIERING: Tag every factual claim: [VERIFIED — cite source] / [INFERRED — state reasoning] / [UNKNOWN — flag gap]. STEP 6 — CROSS-DOMAIN CONSISTENCY: Verify all conclusions across active domains. Flag conflicts explicitly. Do not average over contradictions. HARD RULES: Never present inferred data as verified. Never omit uncertainty disclosure. If you cannot answer with sufficient confidence, produce a structured gap report explaining what data would resolve the uncertainty.
🔒 Full prompt unlocked after payment
// Free for first 100 users · then $5 · Works with any AI
2 refinements remaining
// WHAT SHOULD WE ADJUST OR ADD?
Your prompt is ready
Enter your email and pay. Your full structured analytical prompt appears on screen immediately and arrives as a PDF. Works with any AI platform you already use.
FREE
first 100 users · invite 5 friends to stay free
Complete structured analytical scaffold
Domain classification and constraint map
Analytical validation sequence
Confidence and source tier enforcement
Hard rules and failure mode blockers
PDF delivered to your email
Works with Claude, ChatGPT, Copilot
Referral link to share with 5 colleagues
🔒 Free for first 100 users · After that $5 via Stripe · Referral link lets you stay free forever
METHA.
Prompt delivered

Your structured analytical prompt is in your inbox as a PDF. Paste it into Claude, ChatGPT, or Copilot — it works immediately.

// Share Metha · Keep it free forever

Refer 5 colleagues and your account stays free after the first 100 users. Share your personal referral link — each person who downloads gets Metha free too.

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Generate another → Join Level 2 waitlist
⚡ Free for first 100 users
Basin evaluation prompt

The prompt that found the cheapest geothermal energy on the planet

Metha activated 8 domains, ran 5 analytical validation checks, and produced a ranked resource assessment with sourced, tiered confidence on every claim. Benchmarked against 3 years of real Santos Basin data. Score: 82/100. Zero directional misses across 15 independently scored predictions.

// Free for the first 100 geoscience professionals. Your professional email is all we ask.

87 of 100 remaining
Metha Geothermal Assessment● VALIDATED
1
Kenya — Great Rift Valley
LCOE: $0.04–0.06/kWh · Reservoir: 280–320°C
Capacity factor: 88–92% · 47% of national grid
[SOURCE: IRENA 2024] [CONFIDENCE: VERIFIED]
✓ PFVL 5/5 VALIDATED
2
Iceland — Reykjanes
Highest-temperature field on Earth — up to 380°C
Mid-Atlantic Ridge — structurally infinite heat source
[SOURCE: ÍSOR 2023] [CONFIDENCE: VERIFIED]
✓ PFVL 5/5 VALIDATED
3
Indonesia — Ring of Fire
28,000 MW untapped — world's largest undeveloped
Less than 10% developed · Fastest growing 2025
[SOURCE: MEMR Indonesia 2024] [CONFIDENCE: VERIFIED]
✓ PFVL 5/5 VALIDATED
Level 2 — Coming Q3 2025

The full
engine

When Level 2 launches, validation runs automatically — not instructed. Your AI outputs are analytically structured before they reach you. Join the waitlist for founding member pricing.

No spam. One email when Level 2 launches.