Live Products & Proof of Delivery
Four products we designed, built, shipped, and run. Every one is open to inspection, priced in the open, and doubles as the answer when someone asks whether we could build them something similar.
How We Got Here
Dated and checkable. Every entry links to the thing it produced, so the claim and the evidence are never more than one click apart.
Early 2025
ANN Builder Studio goes live
The first thing we published: a browser-based workspace for building and training neural networks without writing code. More technical demonstration than product, and still the fastest way to see how we think about machine learning.
See the productOctober 2025
MyBudgetNerd development begins
Work starts on a privacy-first personal finance app: PDF statement parsing, ML transaction categorization, and forecasting, with no requirement to hand over bank credentials.
See the productFebruary 2026
Athena Analytics L.L.C. formed
The studio is incorporated on 9 February 2026, a year into building, with two products already written rather than a deck and a plan.
21 May 2026
MyBudgetNerd ships to the App Store
First App Store release. A subscription product with paying subscribers and a 5.0 rating. The first thing we shipped that people pay for.
See the productJuly 2026
Aegis BI launches on web and PWA
The flagship business intelligence platform goes live: onboarding straight from a workbook or a connected OneDrive or Google Sheets file, cash and revenue forecasting, what-if scenarios, and Glaukos, the in-product AI analyst. Installable as an app on desktop and phone.
See the product24–27 July 2026
Infrastructure rebuilt, one account per product
Four days rebuilding the AWS estate from one cluttered account into an account per app, without taking either product down. Written up in full, including the outage, the near-miss that could have detached paying customers from their subscriptions, and the decision made on a premise nobody checked.
Read the write-upAugust 2026
Aegis BI arrives on the App Store
Apple approves the native release. Aegis BI is now a real app on iPhone, iPad and Mac, sitting alongside the web version, so the command center opens wherever the decision is being made rather than only in a browser tab.
See the productAugust 2026
Thera goes live at thera.athenadatalabs.com
The GovCon capture intelligence platform reaches production on its own deployment, carrying real opportunities, deadlines, and bid decisions for the contractor it was built with. Open by invitation at first, while the feedback loop was one firm deep.
See the productAugust 2026
Thera opens for signup
The circle widens past its design partner: open registration, a 14-day free trial of the full platform with no card required, and subscription billing at $200 a month for one company profile, or $2,000 a year. Cerberus still runs its pipeline on it and still shapes what ships next.
See the productAugust 2026
The Thera network opens
Thera stops being one-directional. A member can now publish an opt-in listing and be returned inside another member's partner search for a specific live contract, matched on NAICS and service area and ranked above the cold public-data leads. The same release gave listings a federal award record fetched under their own UEI, so one line on a contractor profile is something the government recorded rather than something its owner typed.
See the product27 August 2026
SBA certifies the studio as an SDVOSB
The U.S. Small Business Administration approves Athena Analytics L.L.C. as a Service-Disabled Veteran-Owned Small Business and a Veteran-Owned Small Business. The company can now hold set-aside contracts in both programs and team as a certified subcontractor. It is the same door Thera was built to help other firms find, opened for the studio that built it.
August 2026
Closing the loop on being listed
A network you can join but never measure is a leap of faith, so publishing now reports back. You see how often your listing surfaced in a real partner search, for how many contracts, and under which codes. Never who looked: which primes are shopping for a partner is their business. Discovered prospects stopped being a name and a state and started arriving with a registered address and a public profile to check. And an outreach composer drafts the first approach from the contract already on screen, so an introduction rides inside a real message about real work rather than going out cold.
See the product29 August 2026
The website starts serving its own words
One check nobody had run: fetch the site the way a crawler does, executing nothing. It came back with the title and an empty div. Google renders JavaScript and had always seen the real pages, which is why it went unnoticed; Bing, DuckDuckGo and every crawler behind an AI answer had never seen any of them. The build now renders every route to real HTML, structured data included, so roughly 197,000 characters of writing exist in the document rather than only after it runs.
Read the write-up
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© 2026 Athena Data Labs
A division of Athena Analytics L.L.C.