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Voice AI implementation

We build voice that listens.

AhrufStudio is a small implementation studio led by Ahmad Rufai Yusuf. We ship voice agents, workflow automation, and applied AI for enterprises that need the work done well, not the work explained well.

See our work

The practice

Every engagement is led by Ahmad personally. Selective by design.

Engagements a year
4–6
Week scopes
2–12
Shipped to production
100%

What we build

Voice AIflagship

Voice agents that pick up.

Production voice agents for inbound and outbound calls. Customer service, dispute resolution, lead qualification, appointment scheduling — implemented on ElevenLabs Conversational AI and Bland AI voice infrastructure, the same stack powering enterprise voice deployments globally.

Workflow Automation3–8 wks

Agents that do the work.

Multi-step AI agents that handle real operational workflows — research, document processing, data extraction, internal tooling. Integrated with the systems your team already uses.

Applied AI8–12 wks

Custom systems, real domains.

Domain-specific AI for healthcare, finance, and regulated industries. Where off-the-shelf models fall short, we build, fine-tune, and deploy systems tailored to the problem.

Strategy & Advisory2–4 wks

Before the build, the question.

AI strategy engagements for leadership teams figuring out where to invest, what to build, and what to leave alone. Short, sharp, opinionated.

A studio is its work. Here is some of it.

REC · 00:00:00 → 00:14:32
  1. Inbound call · YASMAR · medication safety triage
  2. CallerHi — I take lisinopril, and I just bought some ibuprofen for back pain.
  3. YASMARGot it. Lisinopril is for blood pressure. Taken with ibuprofen, the combination can stress your kidneys over time.
  4. CallerShould I stop the ibuprofen?
  5. YASMARDon't stop on your own — let's get your doctor on this. Paracetamol is safer for the pain in the meantime. I'll send a summary you can show them.
  6. Summary sent to caller · advisory streamed to clinician CDS · audit trail logged
  7. 100+ hospitals · 30,000+ patients · Microsoft for Startups · 1st, Meta Llama Impact Accelerator

Voice AI · Healthcare · 2024 — present

YASMAR — clinical voice triage, on the line.

Stack · Llama 3.3 fine-tuned · clinical knowledge graph · realtime voice

Talk to YASMAR
REC · 00:00:00 → 00:01:47
  1. Inbound call · retail banking · failed transaction dispute · no queue
  2. AishaHello, this is Aisha. I can help with your failed transaction. May I have your account reference?
  3. CallerYes, it's 0834 — the transfer didn't reflect on the other side.
  4. AishaThank you. How much, and which channel — POS, ATM, transfer, USSD, or bill payment?
  5. CallerTransfer. Forty-five thousand naira. Yesterday around 2pm.
  6. AishaLogged. Per CBN guidelines, your reference is DSP-7741-ZR. SMS confirmation sent. Resolution within five business days.
  7. Dispute filed · CBN-compliant · 1 min 47 sec · no queue, no branch, no agent

Voice AI · Banking · 2026

Aisha — banking dispute agent, 24/7.

Jaiz Bank Plc · independent prototype

Stack · Realtime voice · CBN-compliant logging · DMS / CRM-ready

Open the live prototype

Live demo · Independent prototype for Jaiz Bank Plc

Don’t take our word. Hear it.

Aisha will pick up the call.

Aisha is an independent prototype for Jaiz Bank Plc, a dispute-intake voice agent built on ElevenLabs Conversational AI. Press Place call: she picks up, you speak naturally, and the transcript writes itself in real time.

Uses your mic and speakers. Headphones recommended.

Aisha · Jaiz Bank prototype00:00
Idle · ready to dial

The transcript appears here once you place a call.

Small by design. Production by default.

  1. Scope tightly.

    We start with one workflow, one outcome, one measurable result. No discovery decks. No three-month studies.

  2. Build to production.

    Prototypes are easy. Production is the work. Every engagement ships something real, used by real users, measured by real metrics.

  3. Stay accountable.

    We stay involved through deployment, monitoring, and iteration. Hand-off is not where the work ends — it is where the next phase begins.

Tell us what you’re trying to build.

Send a note. We read every one. If the fit is right we’ll be on a call within the week.

hello@ahrufstudio.com