Physical AI

The intelligence inside your on-ground team's ear.

Darwix Sherpa captures, assists, analyzes and improves in-person multifinance conversations across dealerships, branch sales, verification, field surveys and collections.

12+ hr

All-day field battery

0 KB

Raw audio stored on device

HD

Noise-robust speech capture

Secure

AI disclosure built-in

Sherpa Live · Field Meeting

Jakarta Selatan

LiveDealer Sales · Bahasa

Agent

Sherpa Nudge

Objection detected — biaya tambahan. Use approved cost-breakdown talk track.

Talk-track fit

  • KTP verified on-site
  • Consent captured
  • Approved talk track used
  • Cost breakdown disclosed

Consent captured · AI disclosure delivered

Compliance 0%

What Sherpa Does

Capture. Assist. Analyze. Improve.

Turn every on-ground conversation into structured intelligence that improves outcomes, strengthens compliance and drives operational excellence.

Capture

Records in-person conversations with noise-robust speech capture.

Assist

Gives real-time guidance, approved answers and next-best-actions.

Analyze

Structures objections, commitments, sentiment and missing information.

Improve

Feeds quality, coaching and workflow insights back into the platform.

Designed for the Field

A device built to do multiple things well.

Purpose-built capture surface for frontline multifinance teams. Lightweight, durable, private by design and always ready.

Wearable or Mobile Capture

24/7 Sync to Platform

Sub-400ms Live Nudge Path

Private by Design

RFIDSherpa S1 wearableSherpa S1 connector

Sherpa S1 Wearable + Mobile Companion App

Matte black under-lapel · dedicated push-to-log · 1 KB structured uplink

Frontline Intelligence

Wearable Gen-AI for the frontline.

01

Dealer & Branch Sales

Every lead, prepared. Every objection, surfaced.

  • Prep with customer context, product details and offers
  • Real-time talk tracks and approved disclosures
  • Consent prompts and compliance windows
  • Automatic note capture and next steps
Dealer showroom conversation with Sherpa

Objection detected · Biaya tambahan

Cost-breakdown talk track surfaced in 380ms.

02

Surveyor Lapangan (Field Surveyor)

The right question. In the right moment.

  • Guides survey visits with mandatory questions
  • Structures observations and photo evidence
  • Flags inconsistencies and missing documents
  • Generates survey memos instantly
Field surveyor with Sherpa wearable

Survey memo · Auto-draft

204 field checks structured, memo ready before the ride home.

03

Collections

Verify, in conversation. Not in a queue.

  • Live context prompts for field workflows
  • Hardship and dispute escalation guidance
  • Commitment capture and PTP tracking
  • Automatic visit notes and outcomes
Field collection conversation with Sherpa

Commitment captured

PTP validated: 30 Apr · Rp1.150.000 · VA BCA — synced to CONFINS.

Active AI Services

Eight named AI services. One device. One brain.

Agent Assist & Objection Handling

Detect objections, provide approved responses and keep the conversation on track in real time.

  • Objection detection in real time
  • Approved talk tracks & compliant offers
  • Cross-sell & upsell guidance
  • Conversation steering & anti-de-sell nudge
S

Sherpa Assist

Live objection response

Says caller: “Pak, biaya asuransinya sudah termasuk?” Sherpa: Ya, premi asuransi sudah termasuk dalam angsuran bulanan (all-in per Rp/bulan). Mau saya tunjukkan rinciannya?

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Built for Your Cases

Scenarios already in production.

Motorcycle Financing

Dealer hand-off to approval, with objections handled at the counter.

+14% Conversion

-35% Drop-off

+12% PTP rate

“Pengajuannya disetujui, pembayaran pertama besok.”

Multipurpose Secured Financing

Secured-loan valuation and disclosure conversations, fully documented.

+18% Accuracy

-32% Filing time

+9% First-pass approvals

“Verifikasi jaminan dan dokumen selesai dalam satu kunjungan.”

Dealer Onboarding & Verification

Consistent capture and checks across every dealer visit.

-12% TAT

+36% Doc completion

-15% Rework

“Digitalisasi WA/Phone hanya untuk 2 kasus.”

Debt Recovery (Collections & Recovery)

PTP capture and field verification in the toughest buckets.

+22% PTP rate

-13% Escalations

+8% Recovery rate

“Eskalasi hardship ke human supervisor.”

Supervisor in the Loop

Loop in. Tag. Coach.
Mid-call.

Supervisors can join, tag and coach when risk, conduct or coaching triggers are detected — without breaking the customer experience.

Anti-Persuasi — Talk-track usage low. Tag for coach review.

Live Field Sessions

Sudi Santoso

On track

Jakarta Selatan · 23:14

Live

Fitri Rahayu

Coaching

Bandung · 12:32

Live

Hendra Wijaya

On track

Surabaya · 31:07

Live

Rina Maulida

Flagged

Tangerang · 08:45

Live

Supervisor console — 24 field agents online

Built for Your Teams

No noise. Just clarity on performance and next steps.

Session Quality (Last 7 Days)

94 / 100

Average Quality Score

  • Objection handling+6%
  • Disclosure compliance+2%
  • Talk-track usage-1%

Next Best Actions

128

Nudges delivered

34

Follow-ups scheduled

56

PTPs captured

18

Docs chased

Manager Insights

  • Top objection themeBiaya & Angsuran · 32%
  • Low-confidence answers−41%
  • Resolution improvement+18% w/w

Coaching queue auto-built from tagged sessions — 6 clips ready for Monday's huddle.

Get Started

See Darwix in action for your multifinance operations.

A personalized walkthrough of voice automation, agentic orchestration and Sherpa field intelligence — built for Indonesia's regulated multifinance stack.

Personalised demo for your use cases
Live conversation & workflow walkthrough
ROI & pilot plan in 30 minutes

Data stored in-country (AWS ap-southeast-3, Jakarta). UU PDP compliant. No raw audio retained on devices.

By submitting, you agree to our Kebijakan Privasi and Syarat & Ketentuan. We respect UU PDP — your data stays in Indonesia.