David Coallier - Founder & Operator

01The record

The work so far.

2025 -

AI-native fintech

Manano · CEO & Co-Founder

WhatsApp-native payments for tradespeople in Ireland and the UK

Operating

Two decades of AI and payments experience aimed at the trades: agentic workflows handle invoicing, quotes, expenses, and VAT entirely inside WhatsApp
Building the founding team and merchant partnerships across Ireland and the UK

2020 - 25

Applied AI

Clearword / Oggam · CEO

AI meeting intelligence and AI productivity tooling

Founded Clearword, an AI platform that recorded, summarized, and organized meetings before AI notetakers were a category
Continued as Oggam, building AI agents that automate repetitive work, improving team efficiency 10 to 20x
Ran the full arc twice: product, team, and market

2016 - 20

AI security at scale

Sophos · Director of Engineering

Post-acquisition: Security Analytics and the executive team, LSE-listed

Exec

Joined through the Barricade acquisition; led engineering for Security Analytics at an LSE-listed public company
Ran distributed AI teams across Ireland, India, and the United States, shipping analytics that protected businesses against live threats
The step from founding AI companies to operating AI at public-company scale

2014 - 16

AI security

Barricade · CEO & Founder

AI threat detection

Sold to Sophos

Founded an AI cybersecurity platform doing real-time threat detection and mitigation, years before AI security went mainstream
Scaled the product and team to acquisition by Sophos, then stayed to run it at scale

2011 - 14

Data & AI platforms

Engine Yard · Director, then VP

Post-acquisition: VP of Data Analytics & AI, fraud systems saving $1M/month

Exec

Joined through the Orchestra acquisition as Director of Engineering in Dublin, then moved to San Francisco as VP of Data Analytics & AI
Established the predictive systems team whose fraud models cut costs by $1M per month
Where the machine learning groundwork became an executive mandate

2010 - 11

Cloud infrastructure

Orchestra · CTO & Co-Founder

Auto-scaling cloud platform

Sold to Engine Yard

Co-founded an auto-scaling cloud hosting platform; acquired by Engine Yard within a year
The infrastructure chapter: the platform depth that later carried the data and AI work

2005 - 08

Machine learning

Agora Production · Co-Founder

ML consultancy: predictive algorithms, market forecasting, voice and pattern recognition, plus M&A and technology advisory

Sold

First company, founded in Montreal: machine learning consultancy a decade before it was fashionable
Shipped predictive algorithms, market forecasting, voice recognition, and pattern recognition for clients, alongside M&A and technology advisory
Where the thread starts: teaching machines to predict, then building companies around it

At Engine Yard and Sophos I stayed on after the acquisitions: building and leading engineering teams across continents, and scaling the products inside much larger companies.

02Now

Manano

A payments platform for tradespeople that lives entirely inside WhatsApp: invoicing, quotes, payments, expenses, and VAT with no app to download. Built for plumbers, electricians, and builders across Ireland and the UK.

Beyond Manano, I work with acquirers as an M&A consultant, helping newly acquired companies perform post-close: operations, integration, and value creation.

ModelEmbedded payments

ChannelWhatsApp-native

MarketTrades, IE + UK

DistributionMerchant partners

03Lab

I still build things myself.

Firefinder: weekly wildfire risk across Portugal with the national power grid and risk hexagons on satellite imagery

Firefinder Spain: this week's highest-risk power corridors ranked by town, risk clusters over the Gredos mountains

Geospatial / ML / Open Data

Firefinder

Weekly wildfire risk for every power line corridor in Portugal and Spain, forecast from raw satellite imagery, weather and open data, with live fire detections on top. Live at firefinder.eu, open source on GitHub.

Supabase / Data / AI

Supaflake

Ask your database questions in plain English and get back charts, reports, and answers. No SQL, no analyst needed. Try it at supaflake.com.

BloomMountain terminal: AAPL chart with SMA cross, watchlist, live quote and news

BloomMountain strategies: Bollinger bands and Supertrend with signal markers on a braille chart

BloomMountain futures desk: board, prediction-market odds and commodity wire

BloomMountain order ticket: broker-style confirmation for a paper trade

Finance / TUI / AI

BloomMountain

A trading team in your terminal. Live markets, chart strategies, prediction-market odds, paper trading, and an eighteen-analyst AI desk on free public data. Open source on GitHub.

Data / Security

Underseal

A private, members-only exchange for company data. Every member vetted, every sale reviewed by hand.

Barocast today view showing current pressure and 12-hour trend

Barocast patterns view linking pressure dips to migraine episodes

Barocast pressure forecast with phone and Open-Meteo sources

Mobile / Pattern Detection / Forecasting

Barocast

Barometric pressure and migraine tracking for Android.

AI / Platform

Alpaca

The simplest way to create and host an app. Describe it in a sentence: it gets built, deployed, and fixes itself when it breaks.

AI / Visibility

GEO Analyzer

Checks how visible a site is to AI assistants: scores your llms.txt, structured data, and crawlability, then tells you exactly what to fix. Open source on GitHub.

Email / Cryptography

Correspondent

An email client that makes email feel like a letter again. No paste, no rushing: every message carries cryptographic proof it was written by hand, with intention.

Hive Dojo: practice cold calls until they're reflex

The Dojo: pick a prospect temperament and start a practice call

AI / Voice / Sales Engineering

Hive

Practice cold calls against an AI that plays your toughest prospects, scores every call like a sales manager, and sharpens your pitch from what worked.