Voice

Columns

AI scribe for frontline finance professionals

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Pricing · FreemiumStable
The FalcoScan Intel PanelColumns · Voice
Data updated 2 November 2026
Opportunity
Moderate
Band
Saturation
Contested
Band
Wrapper risk
Low
Band
Momentum
Stable
Market trend

Voice AI has a narrow moat on average, from the moat scores of its rated products. What protects Voice AI tools, and the widest moats

The Brief

What Columns does

Columns provides AI speech-to-text models for frontline finance professionals, supporting banks and insurers in improving deal conversion.

How Columns compares with its closest alternatives

2 of the 5 closest alternatives have a free plan. 3 of the 5 offer an API. Columns was founded in 2026; the alternatives were founded between 2023 and 2026, 4 of them earlier. Columns is based in Singapore; all its 5 alternatives are in Singapore too.

Market position · Voice

How Columns compares in Voice

Columns has moderate opportunity and sits in the middle third of 306 live Voice tools on FalcoScan. Across Voice, the average opportunity score is 66.1 and the average saturation score 41.2. FalcoScan rates Columns's own market position as contested. 92 of the 306 operating Voice tools have hot momentum, and FalcoScan has recorded 11 shutdowns in the category.

Columns compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
ColumnsFounded 2026 · SingaporeModerateContested—————Stable
DELIGHTFounded 2024 · SingaporeHighContestedFreemium—YesYesWeb, APIStable
OpenGreetFounded 2023 · SingaporeHighContestedPaid—NoYesWeb, APIStable
VALSEAFounded 2025 · SingaporeModerateContested———Yes—Stable
Voco AIFounded 2026 · SingaporeHighContestedFreemium—Yes—WebStable
NoraFounded 2025 · SingaporeModerateContested—————Stable

Exact opportunity and saturation scores for all 6 of these, and where each ranks in Voice.

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Tagged

Columns shows up when builders search for these

AIFintechEnterprise Solutions
Similar tools · Voice

Alternatives to Columns

Products still running that do the same job, from the voice market and related ones, closest match first.

See the Voice market
Voice
DELIGHT

Prebuilt multilingual phone bot for B2B teams

Opportunity High
Freemium
Voice
OpenGreet

AI voice agents for APAC sales, support and survey calls

Opportunity High
Paid
Voice
VALSEA

Speech intelligence layer for Southeast Asian languages

Opportunity Moderate
Freemium
Voice
Voco AI

AI phone receptionist for home-service trades businesses

Opportunity High
Freemium
Voice
Nora

Silent-speech wearable interface

Opportunity Moderate
Freemium
Voice
Voiceping

Speech recognition across 46 locales, translated captions in 60 languages

Opportunity High
Freemium
Featured in
Questions

Columns: common questions

What are the best alternatives to Columns?

The closest alternatives to Columns that are still running, matched on the AI capabilities, uses and audience they share, are DELIGHT, OpenGreet, VALSEA, Voco AI, and Nora.

Is Columns still running?

Yes. As of 2 November 2026, FalcoScan lists Columns as operating at columns.pro.

Where is Columns based?

Columns is headquartered in Singapore.

How do I sign in to Columns?

Sign in on Columns's own website, columns.pro. FalcoScan reviews Columns but does not run its accounts, so logins, passwords and billing are handled by Columns directly.

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