Scoped · Built · Shipped

AI apps and internal tools
built fast.

We design, scope, and ship production-ready software — AI-powered MVPs, internal workflow systems, and custom tools — in days, not months.

How We Work
Real products. Clean code. Shipped on schedule.
Active
Discover
Understand the problem, define scope
Scope
Architecture, stack, timeline
Build
AI-accelerated development
Launch
Deploy, hand off, support
Build speed
Days, not months
Output
Production-ready
Delivery
Hosted or handoff
48hr
Idea to deployed product
100%
Production-ready deliverables
3x
AI · App · Infra — one team
Who we work with

Two ways to work with Eloryn Labs.

⚙️
For Businesses
Services

Need an AI-powered app, internal tool, or automated workflow? We scope, build, and ship it — production-ready, fast.

  • AI MVP builds
  • Internal tools & dashboards
  • Workflow automation
  • API & AI integrations
For Users
Products

We build focused products around real market demand, from live platforms to early-access launches and upcoming bets.

  • Eloryn Business Suite — six AI apps for small businesses (Live)
  • BetNLP — sports data in plain English (Live)
  • AI Trading Copilot — market intelligence workspace (Q2)
  • Time-Punch AI — workforce ops assistant (Early Access)
  • SMS Marketplace Platform — messaging-first marketplace infrastructure
  • PawLogic — AI pet behavior coaching (In Development)
  • BIA — Behavior Insight Assistant for educational behavioral insights (In Development)
What We Build

Practical software, shipped fast.

AI MVP Builds
Working AI-powered products scoped, architected, and deployed in days. First versions for users or internal teams — clean, maintainable code from day one.
⚙️
Internal Tools & Workflow Systems
We turn manual processes into structured software — intake forms, approval routing, dashboards, and reporting that runs without human glue.
🔗
Workflow Automation & AI Integration
Automate the predictable. Layer in AI for classification, extraction, summarization, or natural language interfaces — without rebuilding from scratch.

Full service breakdown.

Every engagement is scoped clearly upfront — no vague retainers, no scope creep. Here's exactly what we offer.

AI MVP Builds
Core service

We scope, architect, and ship working AI-powered products fast. Whether it's a user-facing product or an internal tool, you get clean, maintainable code — not a throwaway prototype.

  • Product scoping and architecture planning
  • React frontend + FastAPI backend
  • AI integration (Anthropic, OpenAI, custom models)
  • PostgreSQL data modeling
  • GitHub source management + documented handoff
⚙️
Internal Tools & Dashboards
Core service

Replace spreadsheets and email chains with purpose-built software. Structured intake, approval flows, live dashboards, and reporting — built around your actual workflow.

  • Structured intake forms and data models
  • Approval state machines and routing logic
  • Automated notifications and escalations
  • Live reporting dashboards from operational data
  • Admin views and user management
🔗
Workflow Automation
Core service

Identify what's manual and shouldn't be, then build the system that replaces it. We analyze your process, design the automation, and deliver it production-ready.

  • Process analysis and bottleneck mapping
  • Trigger-based automations and state machines
  • Third-party integrations and webhooks
  • Structured output generation from unstructured input
  • Audit logs and activity tracking
🧠
AI Integration
Add-on

Already have a product or system? We add AI capabilities — natural language interfaces, classification, extraction, or generation — without rebuilding what already works.

  • LLM prompt engineering and chaining
  • RAG (retrieval-augmented generation) systems
  • Structured AI outputs and tool use
  • Embedding and vector search
  • AI-assisted data analysis and summarization
🚀
Deployment & Delivery
Add-on

Infrastructure, environment setup, and a clean handoff — so you get a live, production-grade app your team can own and operate.

  • Railway and cloud deployment setup
  • Environment configuration and secrets management
  • Domain and SSL configuration
  • Documented codebase and architecture notes
  • Live walkthrough handoff
🔄
Iteration & Support
Ongoing

After launch, we offer iteration support — adding features, fixing issues, and evolving the product as you learn from real users.

  • Post-launch bug fixes
  • Feature additions and scope changes
  • Performance optimization
  • User feedback integration
  • Ongoing technical advising
Why Eloryn Labs

Built for speed. Delivered with care.

We're not a strategy firm and we're not a traditional agency. We execute — fast, clean, and with a real product at the end.

Fast by design

AI-accelerated development means we scope, build, and ship in days — not weeks of planning or months of back-and-forth.

📦
Production-ready, not prototypes

What you get is a real, deployed product — clean code, proper infrastructure, and room to grow. Not a demo.

🎯
Scoped to what matters

We build the right v1, not everything at once. Tight scope, clear deliverables, no feature creep.

🤝
Clean handoffs

Documented source, live deployment, walkthrough included. Your team can pick it up and keep going without us.

Process

Discover → Scope → Build → Launch.

Every build follows the same four-phase structure — designed to reduce ambiguity, avoid scope creep, and produce a working product.

01
Discover
Understand the problem, align on goals.

We start by understanding what you're actually trying to solve — the workflow, the bottleneck, the user, and the business goal. No assumptions, no generic proposals.

Outputs
Problem statement
User and workflow map
Success criteria
Constraints and timeline
02
Scope
Define exactly what we build.

We produce a tight build spec — what's in v1, what's not, and why. This is where we make stack decisions, data model choices, and set the delivery plan.

Outputs
Feature scope doc
Data model draft
Tech stack decision
Delivery timeline
03
Build
Frontend, backend, and AI logic — fast.

Development happens in focused sprints using AI-assisted workflows. Code is committed to GitHub throughout. You see progress, not just status updates.

Outputs
Working frontend (React)
FastAPI backend + DB
AI integration layer
Test coverage
04
Launch
Ship it and hand it off cleanly.

We deploy to production, run final QA, configure your environment, and hand off everything — live app, documented codebase, and a walkthrough so your team can take it from here.

Outputs
Live production app
Cloud deployment
Handoff documentation
Post-launch support path
Stack

The tools we use.

AI & Dev
Claude Code
Codex
OpenAI API
Anthropic API
Frontend
React
Vite
TailwindCSS
Backend
FastAPI
PostgreSQL
SQLAlchemy
DevOps
GitHub
Railway
Docker
Products

We build for clients — and for ourselves.

We build products around clear commercial opportunities, not vague ideas. Eloryn Business Suite is our flagship platform for small businesses — alongside BetNLP (live today), AI Trading Copilot, Time-Punch AI, the SMS Marketplace Platform, and more expanding the lineup.

★ Premier ProductLive
Eloryn Business Suite

Six AI employees, one login. Eloryn runs the busywork of a service business — answering missed calls, sending quotes, chasing invoices, collecting reviews, and watching your local search — then briefs you each morning on exactly what matters.

Front Desk AI — instantly texts missed callers back and books the job
Quote AI — turns requests into estimates and follows up until they convert
Payment Chaser — automated reminders that recover overdue invoices
Review Engine — asks happy customers for reviews on autopilot
Local SEO — tracks citations and rankings across Google, Yelp, and more
Unified Dashboard — one login plus an AI daily brief on what to do today
Plan
One simple plan at $99/mo. Installable on your phone and works offline — no per-app pricing, no add-ons.
Built for
Trades and home services — plumbers, HVAC, electricians, landscapers, and anyone whose business lives on missed calls and word of mouth.
BetNLPLive

A sports intelligence product focused on turning natural language and data into sharper analysis. BetNLP lets users query sports data conversationally, surface trends, and generate structured outputs — without writing code or parsing raw stats.

Natural language sports data queries
Trend detection and pattern analysis
Structured output formatting
Supports multiple sports and leagues
Built on FastAPI + React + PostgreSQL
Stack
FastAPIReactPostgreSQLOpenAIRailwayGitHub
Status
Live and actively developed. Iteration continues based on usage patterns and user feedback.
AI Trading Copilot
Q2

An AI-native trading workspace built to compress the gap between market noise and high-conviction action. It brings research, signal review, and decision support into a single focused workflow for active traders.

AI-assisted market research and pre-trade analysis
Structured workspace for signals, setups, and notes
Built for faster decisions with less cognitive clutter
Time-Punch AI
Early Access

A workforce operations platform for time tracking, scheduling, approvals, and team visibility. Time-Punch AI is designed for teams that want cleaner attendance workflows, fewer payroll bottlenecks, and better operational control.

Time tracking, attendance, scheduling, and approvals
Manager dashboards with stronger operational visibility
AI-assisted ops workflows for lean teams and growing businesses
SMS Marketplace Platform
In Development

A messaging-first marketplace platform built to match supply and demand through SMS. It is designed for high-response, mobile-first use cases where speed, simplicity, and reach outperform traditional app-heavy flows.

SMS-native flows for matching, claiming, and confirmations
Marketplace engine optimized for response speed and conversion
Flexible platform foundation for multiple vertical use cases
PawLogic
In Development

An AI-assisted pet behavior coaching product designed to help owners understand patterns, log incidents, and get clear next-step guidance without clinical jargon.

Behavior logging built around the ABC framework
Pattern recognition and coaching support for owners
Consumer-friendly AI guidance for real-world pet behavior issues
BIAIn Development

Behavior Insight Assistant (BIA) is an AI-assisted behavioral observation and insight platform that helps caregivers, educators, and families document observations, identify patterns, and prepare structured support plans using educational, non-diagnostic guidance.

Voice-first behavioral observation capture for mobile users
Pattern summaries and structured educational support planning
Privacy-first, non-diagnostic positioning for real-world family workflows

Your AI cooking assistant, right on your phone. Download the app, visit any recipe website, share the page with Sous Chef, and it reads the complete recipe and brings it straight into the app — ready to guide you through every step hands-free.

Share any recipe from any website directly to the app — it reads and imports it instantly
Voice-guided step-by-step cooking with automatic timer detection
Ask questions mid-cook while your hands stay busy

Interested in building your own product, or partnering on one of ours?

Workflow Analyzer

Describe your workflow. Get a build plan.

Tell us how you work today — spreadsheets, emails, manual steps, approval chains. We'll map it to a system architecture, identify automation opportunities, and outline an MVP scope. No sign-up required.

Try an example
Team size
Industry
Biggest pain point
FAQ

Common questions.

Software development, AI development, app development, and automation — answered.

Eloryn Labs is a software development studio. We handle AI development, app development, and custom software — building AI-powered MVPs, internal tools and dashboards, and workflow automation. We scope, build, and ship production-ready products in days, not months.

Most AI MVPs and internal tools go from idea to a deployed, production-ready product in days rather than the weeks or months a traditional agency takes. We use AI-accelerated development to move fast without shipping throwaway prototypes.

Yes. We build AI-powered products from scratch and add AI capabilities to existing software — natural language interfaces, document parsing and extraction, classification, retrieval-augmented generation (RAG), and structured AI outputs using the Anthropic and OpenAI APIs.

User-facing AI apps, internal operations tools, admin dashboards, approval and workflow systems, reporting platforms, and API integrations — typically a React frontend with a FastAPI backend and a PostgreSQL database, deployed and handed off as documented, production-grade code.

A live, deployed application, a clean PostgreSQL data model, a documented GitHub repository, cloud deployment with environment and SSL setup, and a handoff walkthrough so your team can own and extend it.

Every engagement is scoped clearly upfront — defined deliverables, timeline, and stack, with no vague retainers or scope creep. Describe your workflow or idea and we'll scope the build before any work starts.

Contact

Ready to start?

Tell us what you're building — or what you're stuck on. We'll scope the project, agree on a timeline, and get moving.

Response time
Within 24 hours
First conversation
Free — no commitment
What to include
Your workflow, your goal, your timeline
Request a build plan