Rivra LLC  ·  SF Bay Area  ·  Est. 2024

Software with an
operator's mindset.

Rivra is a custom software development and AI automation agency based in the SF Bay Area. We design and operate precision SaaS platforms and native mobile apps that remove friction from real workflows.

[ 001 / Engineering Simplicity ]Scroll
Generative AI Workflow Architecture OCR & Document Intelligence Financial Automation AWS Serverless Production Grade Next.js React Server Components Training & Enablement Built to Ship
Recite · Receipt intelligence

Tame the digital shoebox.

Recite turns messy PDFs, email receipts, and photo scans into clean, CPA-ready data — the quiet, precise kind of tool a finance team actually wants on their desk.

recite.rivra.dev / dashboard
January 2026 · Q1
Last sync · 2m ago
Processed
1,284
Accuracy
99.6%
Categorized
97%
Saved
42h
Date
Vendor
Category
Amount
Status
Jan 15
Amazon AWS
Hosting
$42.50
OK
Jan 14
Uber
Travel
$18.25
OK
Jan 12
Vercel Inc
Software
$20.00
OK
Jan 11
Notion Labs
Software
$12.00
OK
Jan 09
Lyft
Travel
$24.80
Review
IngestClassifyExport

“A precision-engineered data entry accelerator built for the 1099 economy.”

Visit Recite

Rivra Benchmark Research: Recite AI Engine

Q1 2026 Data

Our proprietary OCR benchmark analyzed 10,000 randomized retail and digital receipts to measure extraction accuracy across various conditions compared to standard industry parsers.

99.6%
Clean PDF Extraction
94.2%
Crumpled/Shadowed Scans
< 850ms
Average Processing Latency

One philosophy.
Multiple solutions.

SpecializedEducation  /  Navigational friction

A precision roadmap for the next generation.

SATify

Specialized AI that navigates the high-stakes friction of academic preparation — structured, data-driven advice that gives students a clearer path from practice test to acceptance letter.

Visit SATify
SATify · Roadmap04 / 12 weeks
DiagnosticWeek 04 · MathWeek 08 · ReadingTarget · 1520
Baseline
1210
Current
1380
Target
1520

All Rivra solutions are actively maintained and monitored for peak AI performance.

Every Rivra product is an exploration of how high-precision AI can remove friction from human life — financial data, academic roadmaps, operational workflows. Same enterprise-grade rigor, every line.

Business-first design

Solutions scoped around real workflows, measurable efficiency gains, and maintainable operations — not demos that fall apart on contact with production.

Practical training

Every engagement is built to leave teams confident in the systems they use and the processes they own. No hand-holding, no black boxes.

Long-term ownership

We ship software we intend to live with. 99.9% uptime, adaptive to workflow needs, and designed so accuracy compounds over time.

Software products.
AI automation expertise.

— 01 / SaaS

Product SaaS Development

Rivra develops and operates its own SaaS products — turning repetitive business friction into reliable software with clear operational value.

  • Product strategy and architecture
  • Production-grade delivery
  • Long-term platform ownership
— 02 / Consulting

AI Automation Consulting

Professional consulting for AI-driven automation — from system design and implementation through rollout, adoption, and team training.

  • Workflow and system design
  • Implementation and integration
  • Operational training and enablement

Modern stack.
Measured decisions.

01

Next.js & RSC

Next.js with React Server Components as the baseline — performance that doesn't require a migration in eighteen months.

02

AWS Serverless

Following the AWS Well-Architected Framework, our infrastructure is engineered for 99.9% uptime. Predictable cost, scales quietly, survives the next traffic spike.

03

Generative AI & OCR

Document intelligence and workflow automation that learns and adapts — the part that used to feel like magic, treated like infrastructure.

“Any fool can write code that a computer can understand. Good programmers write code that humans can understand.”
— Martin Fowler, Refactoring: Improving the Design of Existing Code

Frequently Asked Questions.

What exactly does Rivra build?

We build custom SaaS applications, production-grade AI automations, and native mobile applications. We operate our own internal products (like Recite and SATify) and provide the same level of architectural rigor to our clients.

How is Rivra different from traditional development agencies?

We operate with an owner's mindset. Because we build and maintain our own successful SaaS products, we architect solutions that are meant to be lived with long-term—focusing on serverless stability, AI that genuinely works in production, and deep observability.

Do you work with startups or enterprises?

We partner with companies of all sizes. From rapidly scaling MVPs for funded startups to refactoring legacy systems into modern, serverless AI pipelines for enterprises.

Ready to ship something real?

Tell us about the workflow you want to stop thinking about. We'll come back with a plan.

contact@rivra.dev