Redefining AI Accountability

The world's hardest problems
are not unsolvable.
They are unformalized.

Pramaana builds AI that converts complex human knowledge into machine-verifiable truth — where every claim is grounded, traceable, and defensible.

Our Approach

Our Foundation

Three pillars of verifiable intelligence

P(n ≤ N) = 1 − ∑ ρ^k(1−ρ)

∀ x ∈ S, φ(x) ⇒ ψ(x)

⊢ α → β

Formal Truth

Grounded in mathematical proof and formal logic. Every output is derivable, not guessed.

theorem tax_correct :
  ∀ n, safe(n) → compliant(n)
begin
  assume h1: safe(n),
  expand_states,

>> Checking paths...
(+) No counterexamples.
✔ Verification Complete

Accelerated Trust

Machine-verified code replaces ambiguous documentation. Trust is computed, not assumed.

● ● ●

Enabling Power

From tax codes to clinical trials — unlocking real-world impact at the speed of formal verification.

domain-formalizer

// Input: US Sales Tax Rule (Multi-state SaaS)

rule nexus_determination {

when entity.revenue(state) > $100_000

or entity.transactions(state) > 200

then establish_nexus(state)

}

verify no_conflict(

nexus_rules, exemption_rules

)

>> Formalizing 247 regulatory clauses...

>> Cross-rule conflict scan: 0 conflicts

>> Coverage: 98.3% of input provisions mapped

✔ Verification Complete — All rules consistent

✔ Live Product

Core Product

The Domain Formalizer

Takes complex regulatory and legal text and converts it into machine-verifiable code. Not a chatbot. A verification engine.

⇄

Regulatory to Code

Transforms dense legal language into formal, executable specifications that machines can verify.

⚠

Conflict Detection

Automatically identifies contradictions, gaps, and ambiguities across thousands of rules.

▶

Policy Simulation

Run what-if scenarios against formalized rules before they go live. Catch edge cases before they cost millions.

The Approach

How Pramaana works

A new architecture where accountability is intrinsic to inference, not bolted on.

Formalize

Complex domain knowledge — regulations, contracts, policies — is converted into precise, machine-readable specifications.

Constrain

Every output is generated within strict logical bounds. Claims are scoped to evidence. Uncertainty is surfaced, never hidden.

Verify

Assertions pass self-consistency checks and formal proof validation. Every claim is auditable and defensible.

Applications

Where truth is non-negotiable

Built for domains where getting it right isn't optional.

Tax Code & Compliance

Formalize national tax codes into verifiable systems. Detect cross-rule conflicts, simulate policy changes, and automate taxability determination across jurisdictions.

Sales & Use Tax Advisory

Multi-state SaaS tax compliance: nexus analysis, exemption classification, and credit identification. Replace $25K–$500K in annual SALT advisory spend.

Scientific Research

Accelerate literature review and hypothesis generation with AI that cites its sources and flags uncertainty.

Medical Safety

Clinical decision support that distinguishes strong evidence from preliminary findings. No hallucinated dosages.

Financial Modeling

Transparent forecasting where every projection traces back to verifiable data and stated methodologies.

Misinformation Detection

Identify false claims with systems that explain their reasoning and surface contradicting evidence.

The world's hardest problemsare not unsolvable.They are unformalized.