DevTools · AI & ML · 200–1000 · Asia-Pacific #b038_15

Context

We build speech and language models trained on telephone audio in many languages, sold to banks, insurers, hospitals and government agencies with on-premise or air-gapped options.

Industry

DevTools & Software · AI & ML

Size

200–1000 employees

Region

Asia-Pacific

Tools budget

$5K–20K per month

Needs

Audit evidence collection. Maintaining several certifications at once means evidence requests overlap, and we collect the same proof repeatedly.

Today: claims several attestations and privacy regimes, with evidence renewed by a compliance group · Urgency: this year

Data quality & observability. Our voice training corpus is huge and noisy, and we lack automated checks for label and transcript quality.

Today: proprietary speech corpora curated across many languages for a newly launched voice foundation model · Urgency: this year

Threat detection & response. Banking clients expect fast detection of abuse and intrusions on voice infrastructure handling millions of calls.

Today: air-gapped and private deployments for banks imply customer-driven monitoring requirements · Urgency: later

Who decides

ciso security · security review

Expects from suppliers

Supports air-gapped deployments; Evidence reuse across frameworks; Quality checks for audio and transcripts

Not a fit

Cloud-only security tools; Data platforms limited to tabular data

Stack

on-prem / private cloud, compliance tooling in place, Kubernetes

Buying triggers

upcoming audit or certification, security incident risk