# Vambe

Aiolum story: https://aiolum.com/story/vambe/ · added 2026-11-11 · updated 2026-11-11

**In short.** Vambe (AI sales agents for WhatsApp and other channels, Chile): More than US$11M a year run rate, August 2026. Evidence grade D: reported, not verified. Team: 3 founders in 2023; about 18 to 30 people in December 2024; more than 180 in August 2026. Launched 2023; still running, revenue growing.

AI sales agents for WhatsApp and other channels · Chile · AI-native · started small, grew after funding · still running, revenue growing · group: Sales and lead follow-up

- Outcome: More than US$11M a year run rate, August 2026 (evidence grade of the headline number: D; headline in US dollars: 11000000)
- Launch: 2023; months from launch to the outcome: 38
- Team: 3 founders in 2023; about 18 to 30 people in December 2024; more than 180 in August 2026
- Outside funding: US$3.85M in late 2024 and a US$14M Series A in 2025 (press); US$18.4M in total (company)
- Main factor: Niche
- Meters, 1 to 4: evidence strength 1, copyable pattern 1, capital needed 2
- Tags: AI-native, Small team, Funded, Running, B2B, Sales

Links:

- Visit vambe.ai: https://www.vambe.ai/

**The product.** A platform of AI agents that talk with a company's customers on WhatsApp, Instagram, web chat, email and phone calls. The agents answer questions, qualify leads, book meetings and update the company's CRM. Customers pay for a plan built around their channels and the number of conversations.

**Why it worked.** It moved from a debt-collection tool to AI sales conversations on WhatsApp after a customer asked for exactly that part. Diario Financiero reported in December 2024 that the founders had built an internal product, Iris, to manage WhatsApp conversations. A customer asked to use it for sales and re-enrolment campaigns. Camhi said the team saw that this customer cared about Iris and not about collections. Camhi said that a founder's video about automating WhatsApp with ChatGPT went viral, and the team decided to focus fully on conversational sales.

Evidence grades: A = disclosed by a public company, a filing or a payment processor, or verified by one; B = two or more independent reports agree, or a journalist confirmed it; C = a founder claim that no one else verified; D = reported, not verified: one founder claim or a third-party estimate with no second source; E = no revenue figure found, so the headline is a non-money fact and the other facts carry their own grades; calc = computed on this page from graded facts.

## Summary

Vambe sells AI agents that hold sales and support conversations with a company's customers on WhatsApp, Instagram, web chat and phone calls. An AI agent here is a program that reads a customer message and answers it. It also takes actions, such as booking a meeting or updating a CRM. The company has offices in Chile, Mexico and Brazil.

Three founders started it in Chile in mid-2023: Nicolás Camhi, Matías Pérez and Diego Chahuán. Diario Financiero reported in December 2024 that it began as an AI debt-collection tool and closed its first customer in December 2023. In December 2024 Diario Financiero reported, citing the company, US$1 million in ARR (annual recurring revenue, the value of subscriptions over twelve months). LatamList gave the same figure that month. In August 2026 Forbes Chile reported, citing the company, more than US$11 million in ARR and a team of more than 180 people.

The headline figure is the company's own statement in one press report, grade D. No payment processor or other outside party has checked it. The funding figures differ by source. The press reported US$3.85 million in late 2024 and a US$14 million Series A in 2025. The company's own file says US$18.4 million in total.

## Why did Vambe work?

### A customer showed the founders which part of the product mattered

Diario Financiero reported that the founders built Iris to manage WhatsApp conversations for debt collection. One user asked to use it for sales and re-enrolment campaigns. Camhi said the user cared only about Iris, and the team decided to focus on conversational sales. The product kept its WhatsApp core and widened to the whole sales path.

### Customers pay for conversations and get onboarding with the plan

The live pricing page says customers pay for the conversations, channels and flows they use, with a dedicated team for set-up. Archived pages from 2024 and 2025 show plans limited by chats a month, extra-conversation fees and, in May 2025, a US$450 setup fee. Onboarding work is part of what is sold.

### Funding paid for new offices and a much larger team

Diario Financiero reported that Camhi moved to Mexico City by May 2025 and opened an office there. The newspaper said Mexico brought 30% of revenue by December 2025. Camhi said the Series A would double the technology team and pay for regional expansion. Forbes Chile reported the Brazil start in 2026 and a team of more than 180.

## How it was built

These details come from Vambe's terms, privacy policy, blog and press interviews. They are company statements, grade C.

- The first product was an AI debt-collection tool. Its internal part, Iris, handled WhatsApp conversations: payment commitments, debt renegotiation and reminders (Diario Financiero, December 2024).
- The terms of service say the platform uses AI models from Anthropic, OpenAI, Google Gemini and Meta AI, and that it may change providers. The privacy policy also lists AWS, ClickHouse Cloud, MongoDB Atlas, Datadog, Firebase, Stripe and HubSpot as sub-processors.
- Messaging runs through the WhatsApp Business API, Facebook Messenger and Instagram Direct. The terms make the customer responsible for consent and for the platforms' policies.
- Panda AI, the assistant for Vambe's own customers, had a system prompt of about 200,000 tokens. A founder who wrote the post said it was cut to 4,000 to 6,000 tokens by loading tool descriptions from separate files.
- AI Calls chains speech-to-text, a language model and text-to-speech. A product engineer wrote in June 2026 that accents and delay were the main problems.
- A VP of Technology wrote in July 2025 that the front end moved to a monorepo and the engineers work in squads per product.

Sources: [2, 14, 15, 21, 23, 16]

## Who tried this before Vambe, and why did they fail?

Five companies in our database of failed startups sold automated customer conversations or sales automation before language models could hold one. The values below are from that database and are not independently verified.

The failed startups come from our database of dead startups, retold here in our own words; Its entries are AI-assisted summaries of public sources, so they carry no evidence grade.

### RightHello (2014 to 2022; funding US$600K; cause: Competition)

- Promise: Live chat that turned online shop visitors into customers with real-time conversations.
- Why it died: The record says it was stuck in the middle, with too many features to win on price. Intercom, Drift and Zendesk moved into the same market.
- Record: 

### Answerly (2013 to 2016; funding US$550K; cause: Product fit)

- Promise: FAQ answers inside company websites, with only hard questions sent to human agents.
- Why it died: The record says the promise did not match how customer service works. Counting deflected tickets did not make customers feel helped.
- Record: 

### Ve Interactive (2009 to 2017; funding US$60M; cause: Business model)

- Promise: Pop-ups and messages that recovered lost sales from shoppers about to leave a website.
- Why it died: The record says growth outran the unit economics. The company raised heavily and could not make the numbers work.
- Record: 

### Toplyne (2021 to 2024; funding US$15M; cause: Market timing)

- Promise: AI that found which free users were ready to pay and sent them to sales teams.
- Why it died: The record says timing and product fit wore away together. It calls the product a nice-to-have, not a need.
- Record: 

### VOIQ (2015 to 2018; funding US$5M; cause: Competition)

- Promise: On-demand outbound sales calls made by a network of trained agents.
- Why it died: The record says competitors with a broader network, such as Upwork, and the work of managing a distributed workforce held it back.
- Record: 

## What changed

Each of the five sold automated or outsourced customer conversations. Their records describe thin features, weak product fit, high cost or a larger competitor. Vambe's story sits next to them because it sells the same thing: more answered conversations and more closed sales.

Two things differ. First, language models let one agent hold a free-form conversation, which FAQ matching and pop-ups could not do. Second, Vambe works inside WhatsApp, a channel the customer's own buyers already use, and charges by conversation. Whether this lasts is open: the revenue figures are the company's own statements to the press.

## Can one person copy Vambe now?

**Verdict: The pivot, yes. The scale, no.**

The method to copy is small: start with a narrow paid job, watch which part customers use, and move to it. The three founders did this with a collections tool and then sold conversational sales. The scale is not a solo path: the company raised outside funding and has more than 180 people, according to Forbes Chile.

1. Pick a narrow job for paying customers, such as debt collection, and build the messaging part so it works alone.
2. Ask each early customer which part they use. Camhi said one customer cared only about the messaging part.
3. Sell by volume of conversations, with a set-up service, as the archived price pages show.
4. Use the official WhatsApp Business API and put consent rules in the terms, as Vambe's terms do.

**What is still open.** Other messaging channels and local markets where customers already write to businesses, and industries with many unanswered messages, such as clinics and car dealers.

## How much revenue does Vambe make? The numbers, graded

From a three-founder start in 2023 to more than US$11 million in annual recurring revenue by August 2026, as the company told the press. Every figure is a company statement

| Fact | Value | Grade | Note | Sources |
|---|---|---|---|---|
| Annual recurring revenue, August 2026 | more than US$11 million | D | Forbes Chile, 19 August 2026, citing the company: “superando los US$ 11 millones en ingresos anuales recurrentes” (translation: exceeding US$11 million in annual recurring revenue). Ecosistema Startup retells it as the end of the first half of 2026. | [5, 6] |
| New-sales record, June 2026 | US$1.7 million of ARR from new customers in one month | D | Forbes Chile, 19 August 2026, citing the company. It also says the company expects more than US$2 million of new monthly sales in the third quarter. | [5] |
| Annual recurring revenue, December 2024 | US$1 million | D | Diario Financiero, 4 December 2024, and LatamList, 9 December 2024: “an ARR of over $1M”. Both repeat the company's figure. | [1, 2] |
| Growth from December 2024 to August 2026 | about 11 times in 20 months | calc | Calculated: US$11 million divided by US$1 million, over the 20 months between the two company statements. | [2, 5] |
| Funding round, November 2024 | US$3.85 million, led by Monashees | C | Diario Financiero says the round closed in the first week of November 2024. Nazca, M13 and Chile Ventures also joined. LatamList reported it on 9 December 2024. | [1, 2] |
| Series A | US$14 million, led by Monashees | C | Diario Financiero says it closed at the end of September 2025. Diario Financiero and Bloomberg Línea reported it on 3 December 2025. | [3, 4] |
| Total funding stated by the company | US$18.4 million | C | The company's own file, updated 11 September 2026. It also says the Series A was announced at the end of 2024; the press dates it to 2025. | [7] |
| Difference between the rounds and the total | about US$0.55 million above the two rounds | calc | Calculated: US$3.85 million plus US$14 million is US$17.85 million; US$18.4 million minus that is US$0.55 million. Diario Financiero also reported US$200,000 from the SkyDeck accelerator and an earlier seed investment of unstated size. | [2, 3, 7] |
| Founders | 3: Nicolás Camhi (CEO), Matías Pérez and Diego Chahuán (CTO) | C | The about page says “3 Fundadores” (translation: 3 founders). Diario Financiero and Forbes Chile name the same three. | [2, 5, 8] |
| Start of the company | mid-2023 | C | Diario Financiero, 4 December 2024: “fundada a mediados de 2023” (translation: founded in mid-2023). LatamList says 2023. No company register was read. | [1, 2] |
| Earlier product and first customer | AI debt-collection tool; first customer in December 2023 | C | Diario Financiero: Vambe “ya era una herramienta de cobranza impulsada por inteligencia artificial” (translation: was already a debt-collection tool driven by AI). The first customer closed in December 2023. | [2] |
| Team, December 2024 | about 30 people (one report) or 18 people (another) | C | Diario Financiero, 4 December 2024: “cerca de 30 personas” (translation: about 30 people). Diario Financiero, 3 December 2025, says 18 people worked there at that time. | [2, 3] |
| Team in 2025 | 10 people in Mexico in April; more than 50 in total in July; 80 in December | C | The CEO's post of 2 April 2025, an engineering leader's post of 2 July 2025, and Diario Financiero of 3 December 2025. | [3, 16, 17] |
| Team in 2026 | more than 170 in June; more than 180 in August; almost 200 in September | C | A Vambe staff post of 3 June 2026, Forbes Chile of 19 August 2026, and the company's file of 11 September 2026. The careers page shows an undated “+120 personas en CL y MX”. | [5, 7, 18, 19] |
| Customers | 375 in December 2024; more than 1,000 active in December 2025; more than 2,500 companies on the home page | C | Diario Financiero, 4 December 2024 and 3 December 2025 (Camhi: 1,700 implementations, more than 1,000 active clients). The home page counter is undated. | [2, 3, 9] |
| Prices | US$145 to US$485 a month in archived copies; none on the live page | C | Internet Archive copies of the pricing page, 12 November 2024 and 20 May 2025. The live page offers a free consultation and a custom plan. | [10, 11, 12] |
| Time from start to the August 2026 figure | 38 months | calc | Calculated: from mid-2023, taken as June 2023, to August 2026. | [2, 5] |

How to read this table. A grade D value is a company statement reported by the press, with one source and one date. A grade C value is a company statement that a second page or date supports. A "calc" value was computed on this page from the rows above it.

## Pricing

Vambe prices as listed in two Internet Archive copies of its pricing page (12 November 2024 and 20 May 2025). The live page, read 11 November 2026, lists no prices

| Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit |
|---|---|---|---|
| Starter, November 2024 |  | 145 | up to 500 chats a month, 1 funnel |
| Advanced, November 2024 |  | 395 | up to 3,000 chats a month, 3 funnels |
| Starter, May 2025 |  | 185 | up to 700 chats a month, 1 funnel |
| Advanced, May 2025 |  | 355 | up to 2,000 chats a month, 1 funnel |
| Expert, May 2025 |  | 485 | up to 3,000 chats a month, 1 funnel |
| Corporate |  |  | custom plan, contact sales |

The live page says each plan is built to measure and that the customer pays for the conversations, channels and flows used. The archived pages show one price per month and a badge "SAVE 32% ANNUAL" or "SAVE 25% ANNUAL". They do not say which billing period the shown price is for. Extra conversations cost US$0.25 each in 2024 and US$0.30 each in 2025. The May 2025 page shows a US$450 setup fee and says the WhatsApp API has a separate cost through Meta.

## When did Vambe launch, and how did it grow? Timeline

From a debt-collection tool in 2023 to offices in three countries in 2026. Each entry carries its grade, and the team size rows differ between two press reports.

- **Mid-2023** (grade C [2]): Camhi leaves another startup and looks for a part-time job. Vambe is already an AI debt-collection tool, which the founders had worked on at weekends.
- **December 2023** (grade C [2]): The first customer signs. Diario Financiero says the company had US$40,000 in ARR five months later.
- **May 2024** (grade C [2]): The company joins the SkyDeck accelerator at Berkeley, having changed its focus to conversational sales. The accelerator invests US$200,000, according to Diario Financiero.
- **25 August 2024** (grade C [13]): An archived home page shows the product as conversational AI with multiple GPT assistants on WhatsApp, Instagram and Messenger, and a free sign-up.
- **November 2024** (grade C [2, 11]): A round of US$3.85 million closes, led by Monashees. The pricing page lists Starter at US$145 and Advanced at US$395 a month.
- **4 and 9 December 2024** (grade D [1, 2]): Diario Financiero and LatamList report US$1 million in ARR and 375 or more than 300 clients. Diario Financiero reports about 30 employees.
- **2 April 2025** (grade C [17]): The CEO writes that the company opened its office in Mexico City with a team of 10 people.
- **2 July 2025** (grade C [16]): A VP of Technology, the first software engineer, writes that the team now has more than 50 people.
- **End of September 2025** (grade C [3]): The US$14 million Series A closes, led by Monashees. Cathay Latam, Atlantico and Tekton Ventures join.
- **3 December 2025** (grade C [3, 4]): The round is announced. The CEO of Rappi joins the board. Diario Financiero reports 80 employees and more than 1,000 active clients.
- **3 June 2026** (grade C [18]): A Vambe partner specialist writes that the team grew from about 15 people when she joined to more than 170.
- **19 August 2026** (grade D [5]): Forbes Chile reports, citing the company, more than US$11 million in ARR and a June record of US$1.7 million in new ARR. It also reports more than 180 people.
- **11 September 2026** (grade C [7]): The company's own file gives almost 200 people, more than 2,500 companies and US$18.4 million raised in total.

## What could go wrong for Vambe?

- **What is not verified.** The headline of more than US$11 million in ARR rests on one company statement, reported by Forbes Chile on 19 August 2026. The article gives no date for the figure. No payment-processor profile, filing or second interview was found. A reader could look for a TrustMRR-style profile, an audited statement or a second report with a date.
- **The funding figures differ between sources.** LatamList and Diario Financiero reported US$3.85 million in late 2024, and Diario Financiero and Bloomberg Línea reported a US$14 million Series A in December 2025. The company's file says US$18.4 million in total and dates the Series A to the end of 2024. The total is about US$0.55 million above the two rounds. Diario Financiero also reported US$200,000 from the SkyDeck accelerator and an earlier seed investment of unstated size.
- **The team counts differ between sources.** Diario Financiero said about 30 employees on 4 December 2024. The same newspaper said 18 people on 3 December 2025 when it looked back to that time. Forbes Chile said the team went from 22 to more than 180 in “poco más de un año” (translation: just over a year). That does not fit the count of more than 50 people in the July 2025 staff post. Either way the team was small at US$1 million in ARR.
- **Counters, logo wall and customer quotes on the home page.** The home page counters are the company's own and carry no date. The page shows “+2.500 empresas confían en Vambe” (translation: more than 2,500 companies trust Vambe). The about page says “+2.000 Empresas” and the services page says “+1,500 organizaciones”. Diario Financiero reported more than 1,000 active clients in December 2025. The home page also states more than 60 million automated conversations, 400,000 booked appointments and 500,000 orders, with no source. A wall of more than 40 customer logos has no source. Three customer quotes carry a name and a company, and two carry a role. No outside source confirms the logos or the quotes.
- **Ratings and security badges.** The home page shows a rating of 4.9 beside a Capterra logo and 4.5 beside a Google logo. Neither rating links to a listing, and neither listing was read. The page shows SOC 2 and ISO 27001 badges. Vambe's security page says an independent auditor checks both each year, and that both are managed with Drata. It names no auditor and shows no certificate. The footer also shows Meta Business Partner and NVIDIA Inception badges.
- **Customer results are the company's own.** The customer results on Vambe's pages are the company's own. The client-story page calls its cases “verificados” (translation: verified), and the awards page lists results chosen by the company. The home page states three times more conversions and 50% better return on ad spend, with no source. It also offers a money-back guarantee. The services page says the refund applies when no measurable improvement shows in the first 60 days. No outside party confirmed these figures.
- **Mass messaging and AI calls.** Vambe sells outbound AI calls and mass sends, and leaves consent to its customers. A 2024 archived page says the product can send mass campaigns to a contact database. The add-ons page lists outbound AI calls, mass email to the customer's own contacts and automatic replies to comments on social posts. The terms forbid unsolicited commercial messages and make the customer responsible for consent. A June 2026 post describes AI calls and names cold contact as a case where text is not enough. The security page says telling people that the assistant is an AI is not a legal duty in Chile. It adds that telling them is “siempre es recomendable” (translation: always advisable). No page read promises that people will not notice the AI.
- **Earlier product and start date.** Diario Financiero says the company began as a debt-collection tool in mid-2023. It also says the founders worked on the project at weekends before that. The company's own pages say 2023, and its about page tells the start as WhatsApp sales. The archived home page of 25 August 2024 already uses the name Vambe and still lists collections among the uses. The live pages read do not offer debt collection. No company register was read, and no earlier company name or older domain was found. The earliest Internet Archive capture of the domain is from 14 July 2024.

## Sources

1. LatamList, 9 December 2024: Vambe raises $3.85M in a round led by Monashees — https://latamlist.com/vambe-raises-3-85m-in-a-round-led-by-monashees/ (grade C). Read in full. A short press note. Source for the US$3.85 million round and the ARR of over US$1 million, with no named speaker for the ARR.
2. Diario Financiero, 4 December 2024: Cómo Vambe levantó US$ 3,8 millones para su chatbot — https://www.df.cl/df-mas/punto-de-partida/con-monashees-como-lider-vambe-cierra-ronda-de-us-3-85-millones (grade C). Read in full, in Spanish. An interview with the CEO. Source for the start in mid-2023, the earlier debt-collection product, the first customer, the round and the team size.
3. Diario Financiero, 3 December 2025: Vambe cierra serie A de US$ 14 millones con Monashees, Cathay y fundador de Rappi — https://www.df.cl/df-mas/vambe-cierra-serie-a-de-us-14-millones-con-monashees-cathay-y-fundador-de (grade C). Read in full, in Spanish. Source for the Series A, its closing date, the 18 and 80 people, the Mexico office and the client counts.
4. Bloomberg Línea, 3 December 2025: Startup chilena Vambe cerró ronda de US$14 millones y suma a CEO de Rappi a su Junta Directiva — https://www.bloomberglinea.com/negocios/startup-chilena-vambe-cerro-ronda-de-us14-millones-y-suma-a-ceo-de-rappi-a-su-junta-directiva/ (grade C). Read in full, in Spanish. A second report of the Series A and the board change.
5. Forbes Chile, 19 August 2026: Chilena Vambe proyecta superar los US$ 2 millones en nuevas ventas mensuales — https://forbes.cl/negocios/2026-08-19/vambe-cierra-primer-semestre-historico-en-ingresos (grade C). Read in full, in Spanish. The only source of the headline: more than US$11 million in ARR, the June record and the team of more than 180. It repeats the company's statement.
6. El Ecosistema Startup, 22 August 2026: Vambe proyecta US$2M/mes en nuevas ventas con IA en LATAM — https://ecosistemastartup.com/?p=100558 (grade C). Read in full, in Spanish. A retelling of the Forbes Chile report. It places the US$11 million at the end of the first half of 2026; it is not an independent source.
7. Vambe llms.txt, updated 11 September 2026 — https://www.vambe.ai/llms.txt (grade C). Read in full, in Spanish. The company's own summary for AI systems. Source for the founders' titles, US$18.4 million raised, almost 200 people and 2,500 companies.
8. Vambe about page: Sobre Nosotros, read 11 November 2026 — https://www.vambe.ai/about (grade C). Read in full, in Spanish. Source for the 3 founders, the offices in Chile, Mexico and Brazil, and the company's own timeline.
9. Vambe home page, read 11 November 2026 — https://www.vambe.ai/ (grade C). Read in full, in Spanish. Source for the product description, the counters, the badges and the three customer quotes.
10. Vambe pricing page, read 11 November 2026 — https://www.vambe.ai/pricing (grade C). Read in full, in Spanish. It lists no prices and offers a free consultation and a custom plan.
11. Internet Archive copy of the Vambe pricing page, 12 November 2024 — https://web.archive.org/web/20241112124053/https://vambe.ai/pricing (grade C). Read in full, in English. Source for the Starter and Advanced prices and limits of November 2024.
12. Internet Archive copy of the Vambe pricing page, 20 May 2025 — https://web.archive.org/web/20250520094836/https://vambe.ai/pricing (grade C). Read in full, in English. Source for the three plans, the extra-conversation fee and the setup fee of May 2025.
13. Internet Archive copy of the Vambe home page, 25 August 2024 — https://web.archive.org/web/20240825221727/https://vambe.ai/ (grade C). Read in full, in English. Shows the product, the free sign-up and the mass-campaign feature in August 2024.
14. Vambe terms of service, updated 2 November 2026 — https://www.vambe.ai/terms (grade C). Read the sections on the AI providers, messaging, consent and spam. In Spanish. The Spanish text is the binding version.
15. Vambe privacy policy, updated 2 November 2026 — https://www.vambe.ai/privacy (grade C). Read the sub-processor list and the section on minors. In Spanish.
16. Vambe Reads, 2 July 2025: Innovando con IA: más allá de prompts — https://www.vambe.ai/reads/post/50-personas-despues-reflexiones-del-primer-ingeniero-de-vambe (grade C). Read in full, in Spanish. A post by a Vambe VP of Technology. Source for more than 50 people and the engineering set-up.
17. Vambe Reads, 2 April 2025: Desde el sur del mundo: Primera parada ¡CDMX! — https://www.vambe.ai/reads/post/primera-parada-cdmx (grade C). Read in full, in Spanish. A post by the CEO on the Mexico City office with a team of 10 people.
18. Vambe Reads, 3 June 2026: Crecer junto a algo grande — https://www.vambe.ai/reads/post/crecer-junto-a-algo-grande (grade C). Read in full, in Spanish. A post by a Vambe partner specialist: about 15 people when she joined, more than 170 now.
19. Vambe careers page, read 11 November 2026 — https://www.vambe.ai/careers (grade C). Read the heading section, in Spanish. It shows “+120 personas en CL y MX”; the number is undated and lower than the other 2026 counts.
20. Vambe AI Impact Awards 2026 page, read 11 November 2026 — https://www.vambe.ai/awards (grade C). Read in full, in Spanish. Company-chosen customer results. Not used for any figure; cited for the note on customer results.
21. Vambe Reads, 11 March 2026: De 200k a 50k: Cómo volvimos a Panda AI más rápido — https://www.vambe.ai/reads/post/como-volvimos-a-panda-mas-rapido (grade C). Read in full, in Spanish. A post by a founder about the assistant for customers and its prompt size.
22. Vambe Reads, 6 May 2026: Claude code, mi nuevo mejor amigo — https://www.vambe.ai/reads/post/claude-code-mi-nuevo-mejor-amigo (grade C). Read in full, in Spanish. A post by a Vambe employee on using Claude Code for internal tools.
23. Vambe Reads, 3 June 2026: AI Calls: Cuando el chat ya no es suficiente — https://www.vambe.ai/reads/post/ai-calls (grade C). Read in full, in Spanish. A post by a Vambe engineer on the voice product and its parts.
24. Database of failed startups, local export — /method/#dead (grade C). Record pages read on the website on the day of writing. AI-written summaries, not independently verified. Source for the failed predecessors.
25. Vambe legal and security page, read 11 November 2026 — https://www.vambe.ai/get/landings/seguridad (grade C). Read in full, in Spanish. Source for the audit statement on SOC 2 and ISO 27001. Also the source for the answer on telling people that the assistant is an AI.
26. Vambe add-ons page, read 11 November 2026 — https://www.vambe.ai/addons (grade C). Read the add-on descriptions in the page data, in Spanish. Source for outbound AI calls, mass email and comment replies.
27. Vambe services page, read 11 November 2026 — https://www.vambe.ai/services (grade C). Read in full, in Spanish. Source for the 60-day refund term and the counter “+1,500 organizaciones”.

Contact: aiolum@livyden.com. Run Vambe? Send corrections or a verified figure to aiolum@livyden.com (subject: Correction: Vambe).