For investors
A studio built to ship AI people can check.
DataVesper LLC builds focused AI products that answer from real sources and show their evidence. Four are live, each on its own domain with published pricing.
4 live
products, plus the DataVesper Platform in early access
Top 50
Mnemos — AWS 10,000 AIdeas 2026 finalist
AWS Startups
Program member, with equity-free support in 2026
2023
Founded in Sacramento, California
Thesis
Why we exist, and why now
The problem
General-purpose chatbots sound confident and can’t show their work. For the decisions that matter — a lease, a mortgage, a career move, a family’s memories — that’s not good enough.
Our bet
Focused AI products that answer only from sources you can check — your document, your journal, IRS rules, published rates — and put the evidence on screen.
Why now
Model capability has outpaced trust. Building a capable AI app is now cheap; building one people rely on is the scarce part. That’s the part we specialize in.
Portfolio
Four live products, one standard
Each product owns one important job, runs on its own domain and is paid for by its users — not by advertisers.
| Product | Category | Launched | Business model | Website |
|---|---|---|---|---|
| Oravida AI | Career & professional identity | 2025 | Free credits, then one-time credit packs ($10–$60) | orav.ai(opens in a new tab) |
| HomeDeck | Real estate & personal finance | 2026 | Freemium subscriptions ($5–$50/mo), no lender referral fees | homedeck.net(opens in a new tab) |
| SourceBacked | Document intelligence | 2026 | Freemium, per-workspace subscriptions through Enterprise | sourcebacked.ai(opens in a new tab) |
| MnemosTop 50 Finalist, AWS 10,000 AIdeas | Personal memory & journaling | 2026 | Freemium subscriptions ($10–$20/mo) plus a creator coin economy | mnemos.blog(opens in a new tab) |
| DataVesper Platform | Data infrastructure | Early access | Onboarding design partners; pricing to be announced |
How the studio compounds
Why this model works
One standard, many products
Every product follows the same rule — ground, cite, show the math — so each launch reuses what the last one taught us.
Shipping cadence
Four live products launched across 2025 and 2026 by a small, independent team.
Revenue from day one
Every product has a free tier and published paid plans. No product depends on advertising or selling user data.
High-intent niches
Each product owns a specific, searchable job — “résumé to portfolio”, “how much house can I afford”, “review this lease”, “AI journal”.
Milestones
Momentum so far
2023
DataVesper is founded
Started in Sacramento with one mission: unlock the untapped potential in every data set.
2024
The DataVesper Platform takes shape
Instant APIs from files, live dashboards and generative-AI insights — the foundation for everything that followed.
2025
Oravida AI launches
Our first consumer product turns static résumés into living, AI-crafted portfolios.
2026
HomeDeck and SourceBacked
Affordability-first home search with a real tax engine, and document intelligence where every answer is cited.
2026
Mnemos, an AWS 10,000 AIdeas finalist
Our AI journal that answers in your own voice was selected as a Top 50 finalist from thousands of entries across 115 countries.
2026
Joined the AWS Startups program
DataVesper received equity-free support through the AWS Startups program, so we can keep building independently.
Investor relations
Let’s talk
Tell us a little about your fund or interest and we’ll follow up personally. You can also email us directly.
Follow our progress
Occasional updates on what we shipped and what we learned. Unsubscribe anytime.