Prepared for GRANAT Core Program • December 2025

Same Outcomes.
Proven Engineering.
Half the Risk.

We've analyzed your specification and business goals. Instead of research-grade complexity, we propose a reliable, engineering-first path to deterministic audio aggregation—delivering the same outcomes with significantly lower risk.

Same Business Value. Half the Investment. We cut implementation time and costs by ~2x using proven patterns—leveraging engineering insights validated by our real-world clients.

Your Spec vs. Our Counter-Proposal

Same business outcomes. Different — and proven — engineering.

Your Specification
Determinism Coq Proofs
Aggregation RNS + Q31.32
Denoising 3-Model Ensemble
MVP Scale 5M Voices
Our Counter-Proposal
Determinism Test Suite (N=10)
Aggregation Welford's Algorithm
Denoising DeepFilterNet3
MVP Scale 100K + PoC

Proposal Roadmap

01
Start Here
Why Cone Red?
Our credentials and relevant experience for GRANAT Core
02

The Problem

Validating our interpretation of your requirements

 03

Comparison

Interactive side-by-side comparison engine

 04

Architecture

Interactive system diagram with click-to-reveal

 05

Technical Deep-Dives

Determinism, aggregation, denoising, scale

 06

Risk Dashboard

Risk comparison and mitigation strategies

 07

Timeline

6-month implementation plan and roadmap

 08

The Team

Relevant experience mapping to your needs

 09

Next Steps

Schedule call, ask questions