Engage Kuma

Three ways to start a conversation: book a 30-minute scope call, email directly, or send a structured intake. Founder-led delivery — Abdoul Aziz Kane replies within 48 hours.

Based on the 2026 Wolof voice AI benchmark — 104 samples, 6 systems.

SECTION 1·Start here

Book a 30-minute scope call

Direct calendar with Abdoul. We'll cover what you're building, where Wolof or French code-switching shows up in the stack, and which engagement tier fits. No pre-meeting forms.

Open Calendly →

If the Calendly link is unavailable, email kaneaziz@gmail.com — Abdoul replies within 48 hours to schedule.

SECTION 2·Context arrives before the email opens

Email directly

Pre-populated subject lines so the context is clear before the conversation starts. Click the card that matches your situation.

Evaluation engagement

I'm evaluating [model] for Wolof/French production deployment...

Custom dataset

We need a [size]-utterance Wolof/Bambara corpus for...

Benchmark subscription

We'd like quarterly evaluations against the Wolof test set...

Discuss findings from the report

I'm working on [model/system] — found [specific failure mode]...

SECTION 3·Structured intake — sends via your email client

Tier-specific intake

Four fields. Submitting opens your default email client with the form pre-filled.

No CRM, no intermediaries — your message goes directly to the founder.

Evaluation Engagement

$15,000–$50,000 · 4–6 weeks · failure-mode analysis + production-readiness verdict

Custom Dataset

$30,000–$150,000 · 6–12 weeks · collection, transcription, validation, consent

Other / custom engagement

Production integration, benchmark subscription, license inquiry, or anything else.