April 2026
Why we built a knowledge graph instead of a lookup table
The architectural decision behind Op2ra's explainable recommendations and why it matters for trust.
Op2ra uses AI to recommend the perfect credit card for every purchase, aligned with your financial goals. Set a goal, swipe smarter, earn more.
Integrated with the tools you trust
How It Works
No spreadsheets. No guesswork. Just tell us your goal and we handle the rest.
Tell Op2ra what you're saving for in plain language. A vacation to Tokyo, paying off a balance, maximizing cashback — anything.
Securely connect your cards via Plaid or add them manually. Op2ra maps every card's rewards structure into a knowledge graph.
At the point of purchase, Op2ra tells you exactly which card to use and why — with transparent, explainable recommendations.
The Product
A real-time recommendation engine powered by a knowledge graph — not a static lookup table.
Targeting 80,000 points via travel & dining spend
Features
Designed for clarity at the point of decision — not another dashboard to check.
Define your financial goals in plain language. Recommendations dynamically align to what matters most to you.
Every recommendation is explainable. See exactly why a card was chosen — category match, cap status, goal alignment.
Add cards manually or connect securely via Plaid. Op2ra maps each card's full rewards structure automatically.
On mobile, geofencing triggers contextual recommendations at the point of sale — before you even pull out your wallet.
See estimated rewards earned, track goal progress, and understand your spending patterns across all cards.
Plaid integration with read-only access. Your credentials are never stored on our servers. End-to-end encryption.

Why Op2ra
Op2ra scans your entire wallet and surfaces the optimal card for each purchase factoring in category bonuses, spending caps, and your personal goals. One glance, one swipe, maximum rewards.
Get Early AccessAbout Op2ra
Most people have 3–4 credit cards but use the wrong one for the majority of purchases. Op2ra was built to close that gap. Not with another budgeting app, but with an intelligent layer that sits at the moment of decision.
One goal, one recommendation, one swipe. We removed the dashboard clutter so you get answers, not data overload.
Every recommendation shows its reasoning. The knowledge graph makes the "why" as clear as the "what."
Start with zero data and still get value. The more context you share, the sharper the recommendations get.
By the Numbers
Op2ra exists to recapture that value one purchase at a time, guided by your own financial priorities.
From the Blog
April 2026
The architectural decision behind Op2ra's explainable recommendations and why it matters for trust.
March 2026
How most consumers unknowingly leave hundreds in rewards on the table and the behavioral science behind it.
March 2026
A technical deep-dive into how Op2ra combines small language models with structured data for real-time card ranking.
Early Access
Join the waitlist to get early access when Op2ra launches. No spam, just your invite when it's ready.
We'll send your invite as soon as Op2ra is ready. Keep an eye on your inbox.