DL

Dima Levin

Chief AI Officer & Delivery Director

What to Expect from the Call

  • 0-10 min

    Introductions

    Meet our technical team, understand your context

  • 10-30 min

    Requirements Validation

    Walk through your actual business requirements, not just the spec

  • 30-60 min

    Counter-Proposal Deep-Dive

    Technical discussion: determinism, aggregation, denoising, scale

  • 60-80 min

    Concerns & Objections

    Address any pushback, discuss alternatives

  • 80-90 min

    Next Steps

    Agree on path forward, timeline for SOW

"This isn't a sales pitch. It's a technical conversation between engineers. Bring your toughest questions."

Questions to Bring to the Call

These are the key questions we'd like to discuss with you.

1

Determinism Verification

Would N=10 identical runs across different nodes satisfy your determinism requirement? Or is Coq a hard contractual requirement?

2

Audio Quality Baseline

What MOS score defines "acceptable" for you? Can you provide representative audio samples for us to benchmark DeepFilterNet?

3

Scale Timeline

Is 5M a hard requirement for initial release, or would 100K with proven architecture work for MVP?

4

Floating-Point vs. Fixed

Does the outcome (bit-exact reproducibility) satisfy your requirement, or is the mechanism (integer-only math) mandatory?

5

Heavy-Path Scope

For chorus aggregation MVP, is the core pipeline (WPE → DeepFilterNet → HiFi-GAN) sufficient, or do you need pitch correction?

6

Partnership Model

Are you open to Cone Red owning delivery end-to-end with our architecture, or do you require exact tech stack from your spec?