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AI Systems for Startups & Enterprise

AI Systems That Ship in 90 Days, Not 12 Months

We help CTOs and engineering leaders deploy production-grade AI — multi-agent systems, RAG pipelines, and intelligent automation — without the enterprise bloat.

45+ MVPs Shipped
27+ Years Experience
$1B+ Platform Scale

Let's Build Together

Tell us about your AI project and get a custom strategy.

Trusted by teams in
Healthcare E-commerce Enterprise SaaS FinTech Legal Tech Sports Tech

Industries We Transform

Deep domain expertise across high-impact verticals where AI delivers measurable results.

🏥

Healthcare

HIPAA-ready clinical decision support, telehealth platforms, and patient triage systems with full regulatory awareness.

💰

Financial Services

Portfolio tracking, transaction categorization, fraud detection, and intelligent financial dashboards with compliance built in.

🛒

E-commerce

Customer service automation, marketplace platforms, and multi-vendor solutions with 5000x cost savings.

🚀

Enterprise SaaS

Multi-agent orchestration, workflow automation, and AI-powered features that accelerate your product roadmap.

Serving 15+ additional industries →

What We Build

Five core capabilities, production-tested across 45+ projects. Click to explore.

🤖

Multi-Agent & AI Systems

Intelligent agent orchestration, RAG pipelines, and full-stack AI-powered SaaS generation.

  • Multi-Agent Orchestration — CrewAI systems where specialized agents collaborate on customer service, content generation, and decision support.
  • RAG-Powered Knowledge Systems — ChromaDB, Pinecone, and FAISS-backed systems that understand your documents for accurate, contextual responses.
  • SaaS Launch Accelerator — Generate complete SaaS applications in hours using multi-agent code generation.
🏥

Industry AI Solutions

Domain-specific AI for healthcare, sports, and legal — with compliance built in.

  • Clinical Decision Support — AI-powered tools for healthcare: fever triage, specialist guidance, respiratory illness differentiation, and vaccine tracking.
  • Sports Video Intelligence — Multi-angle sync playback, voice-controlled navigation, and automated play breakdown for coaches and analysts.
  • Legal Document Analysis — Contract parsing, risk identification, clause extraction, and plain-language summaries.

Intelligent Automation

Workflow automation, document intelligence, and predictive analytics that eliminate manual work.

  • Workflow Automation & Integration — N8N and custom integrations that eliminate manual handoffs and reduce operational overhead.
  • Document Intelligence & OCR — Multi-model processing with vision AI and traditional OCR for 99%+ accuracy data extraction.
  • Predictive Analytics & Forecasting — AI models that forecast demand, identify churn risk, and surface opportunities early.
🎙️

Conversational & Voice AI

24/7 AI phone agents and context-aware chatbots trained on your documentation.

  • Voice AI Agents for Business — 24/7 phone agents for lead qualification, scheduling, payment reminders, and after-hours support.
  • Conversational AI & Custom Chatbots — Context-aware chatbots providing instant, accurate responses across web, mobile, and messaging.
🛡️

Accessibility & Privacy-First AI

On-device AI, cognitive tools, and content automation — no cloud, no data sharing.

  • Cognitive Accessibility Tools — Chrome extensions with on-device AI for ELI5 simplification, focus modes, dyslexia-friendly reading, and scam protection.
  • On-Device & Privacy-First AI — Solutions that run entirely on user devices — ideal for healthcare, finance, and elder care.
  • AI-Powered Content Automation — Generate podcasts, articles, ePubs, and audiobooks using multi-agent collaboration.
👥 CrewAI
🦜 LangChain
🔗 LangGraph
🤖 OpenAI
🧠 Claude / Anthropic
🌐 Vertex AI
FastAPI
⚛️ React / Next.js
🟦 TypeScript
🐍 Python
👥 CrewAI
🦜 LangChain
🔗 LangGraph
🤖 OpenAI
🧠 Claude / Anthropic
🌐 Vertex AI
FastAPI
⚛️ React / Next.js
🟦 TypeScript
🐍 Python
🟢 Node.js / NestJS
🔥 PyTorch
🗃️ PostgreSQL / pgvector
🌲 Pinecone
🔷 Weaviate
🔴 Redis
🐳 Docker
☸️ Kubernetes
☁️ AWS / GCP / Azure
💳 Stripe / Plaid
📱 React Native / Swift
🟢 Node.js / NestJS
🔥 PyTorch
🗃️ PostgreSQL / pgvector
🌲 Pinecone
🔷 Weaviate
🔴 Redis
🐳 Docker
☸️ Kubernetes
☁️ AWS / GCP / Azure
💳 Stripe / Plaid
📱 React Native / Swift

Engagement Models

Flexible options built for startup speed and enterprise scale. Every engagement follows The Squirrel Method.

🚀

Rapid Prototype

Validate your AI concept in 2 weeks

  • Working prototype in 2-4 weeks
  • Single tech stack implementation
  • Core feature set development
  • Basic authentication & security
  • Deployment configuration
  • Documentation & handoff

Pricing varies by solution complexity

Discuss Project
🏢

Enterprise Partnership

Scale AI across your organization

  • Dedicated AI architecture
  • Multiple concurrent projects
  • Priority support & SLAs
  • Monthly strategy sessions
  • Team training & enablement
  • White-label solutions available

Retainer options available

Schedule Call

Real Impact. Real Results.

Deep dives into flagship projects with measurable business outcomes.

More projects from our portfolio
🤖 AI/ML

Mobile App Rapid Prototyper PaaS

Vision AI that transforms any photo into a complete business analysis with market research and development roadmap.

GPT-4V
Vision AI
<30s
Analysis Time
$400M+
Market Size
Solution Highlights
  • Upload photo of any business → instant MVP analysis
  • Competitive analysis and market research automation
  • Development roadmap with tech recommendations
  • Perfect for incubators, accelerators, and consultants
Tech Stack
OpenAI GPT-4V FastAPI React PostgreSQL
🤖 AI/ML

DeepSeek-OCR - Multi-Model Document Intelligence

Advanced OCR system combining multiple AI vision models with traditional OCR for maximum accuracy and reliability.

3
OCR Models
99%+
Accuracy
Auto
Fallback
Solution Highlights
  • Multi-model approach: DeepSeek Vision + Azure + Tesseract
  • Automatic model fallback with confidence scoring
  • Document digitization, form processing, invoice automation
  • Production-ready error handling and logging
Tech Stack
DeepSeek Vision Azure Doc Intelligence Tesseract FastAPI
🤖 AI/ML

"Swarm" - Multi-Agent SaaS Orchestration

AI agents that collaborate to build complete production-ready SaaS applications from simple project outlines.

4
Agent Types
6
Message Types
Full
Stack Generation
Solution Highlights
  • Python orchestration engine coordinating Backend, Frontend, Mobile, and DevOps agents
  • Thread-safe shared context manager for agent collaboration
  • Pub/sub message bus with request/response tracking and exponential backoff
  • Generates complete stacks: Node.js/Postgres, Next.js 15, Swift iOS, Docker/Terraform
Tech Stack
Python LangGraph CrewAI Docker Terraform
💰 Fintech

NILWallet - Athlete Financial Platform

Mobile-first fintech SaaS for athlete financial education and NIL compliance with AI-powered advisory.

3
Pricing Tiers
AI
Financial Coach
50
State Laws DB
Solution Highlights
  • Complete fintech platform with Stripe subscriptions and Plaid banking integration
  • AI-powered financial coach, investment advisor, and legal helpdesk using Claude API
  • NIL compliance engine with state laws database and contract templates
  • Secure document vault with S3 for deal tracking
Tech Stack
Next.js 15 Stripe Plaid Claude API PostgreSQL S3
🎙️ Content

PodPipeline - AI Podcast Automation

End-to-end podcast creation with multi-agent orchestration, local TTS synthesis, and automated distribution.

Multi
Agent System
Local
TTS Engine
3+
Platforms
Solution Highlights
  • LangGraph multi-agent system for content discovery, script generation, and publishing
  • Local TTS (Chatterbox, Kokoro) with customizable host personalities and voice training
  • Human-in-the-loop dashboard with WebSocket real-time updates
  • Automated distribution to Spotify, YouTube, and Apple Podcasts
Tech Stack
Next.js 15 NestJS LangGraph Chatterbox TTS WebSockets Recharts
🤖 AI/ML

Claude API Gateway - Enterprise AI Infrastructure

Production-grade API gateway for Claude deployments with advanced queuing, caching, and observability.

100%
Test Coverage
MCP
Routing
Real-time
Monitoring
Solution Highlights
  • Enterprise-grade Fastify gateway with Bull job queuing
  • Redis caching layer for response optimization
  • MCP (Model Context Protocol) routing for AI assistant integration
  • Prometheus metrics and Grafana dashboards for full observability
Tech Stack
Fastify Bull Redis Prometheus Grafana Jest
💰 Fintech

Polymarket Trading Bot - Algorithmic Prediction Markets

Python-based algorithmic trading system for prediction markets with ML price forecasting and real-time execution.

3
Strategies
ML
Price Prediction
Real-time
Orderbook
Solution Highlights
  • Three trading strategies: arbitrage, sentiment analysis, and position building
  • Random Forest + FinBERT ML models for price prediction
  • Claude API integration for real-time news analysis and market sentiment
  • WebSocket orderbook streaming with comprehensive risk management
Tech Stack
Python Random Forest FinBERT Claude API WebSockets
🎓 Career AI

HireKit & HireKit Academy

AI-powered career platform with job tracking, ATS-optimized resume generation, interview prep, and 12 self-paced AI learning paths.

6+
ATS Systems
12
Learning Paths
15
Pipeline Stages
Solution Highlights
  • AI alignment analysis: 6-step resume-to-JD scoring with evidence-based fit percentage
  • ATS-compliant DOCX/PDF resume generation (Calibri, single-column, 10-point validation)
  • HireKit Academy: 12 self-paced AI career paths with hands-on projects and credentials
  • Autofill across Workday, Greenhouse, Lever, and 3+ more ATS systems
Tech Stack
Next.js NestJS Claude API PostgreSQL Redis Docker

Project Gallery

Screenshots from recent AI and full-stack projects.

What Clients Say

Building long-term partnerships through exceptional delivery.

The multi-agent system Anthony built transformed our customer service. We went from $40 per query to under a penny while improving response quality.

👤
E-commerce Director
Mid-size Retailer

RHTP has the potential to change how rural clinics operate. The clinical decision support gives providers confidence when specialists aren't available.

👩‍⚕️
Healthcare Administrator
Rural Health Network

Common Questions

Answers to what founders and CTOs ask before working with us.

How fast can you actually ship production AI?

Our typical timeline is 12 weeks from kickoff to production using The Squirrel Method. Week 1-2 is discovery and validation with working code, weeks 3-6 are iterative development with real user feedback, weeks 7-10 focus on hardening (security, compliance, scale), and weeks 11-12 are deployment and handoff. Some prototypes ship in as little as 2 weeks.

Do you work with pre-seed startups or only later-stage?

We work across all stages. Pre-seed founders typically start with our Rapid Prototype engagement to validate concepts before fundraising. Series A-C companies usually need full-stack production systems or enterprise partnerships. We tailor the scope and investment to where you are in your journey.

What's your typical pricing model?

We offer three engagement models: Rapid Prototype (fixed-scope, 2-4 weeks), Full-Stack Solution (milestone-based, 8-12 weeks), and Enterprise Partnership (retainer). Pricing is based on complexity, not hours. Every engagement starts with a free strategy session where we scope the work and provide a transparent quote.

What happens after launch?

AI isn't set-and-forget. Every full-stack engagement includes post-launch support. We provide monitoring, model retraining, performance optimization, and feature expansion as your needs evolve. Many of our clients transition to ongoing partnership engagements after initial launch.

How do you handle HIPAA and compliance requirements?

Compliance is built into The Squirrel Method from day one — not bolted on at the end. For healthcare projects, we implement HIPAA-aware architecture including data encryption at rest and in transit, audit logging, BAA-compliant cloud infrastructure, and medical disclaimer systems. We've shipped clinical decision support tools with zero compliance violations.

Choosing the Right AI Partner

We believe in transparent decision-making. Here's how we compare so you can make the right choice for your stage and needs.

2squirrels.ai Big 4 Consultancies Offshore AI Teams
Timeline 12 weeks avg. 6–12 months 16–24 weeks
Cost $50K–$150K project $250K–$1M+ project $20K–$60K project
Startup Focus Specialized Enterprise-focused Generic approach
Technical Depth Hands-on coding Strategy-heavy Dev-focused
Compliance HIPAA, SOC 2 Full range Limited
Communication Direct founder access Account managers Time zone gaps
Post-Launch Ongoing partnership Exit after delivery Maintenance contracts

2squirrels.ai

Timeline12 weeks avg.
Cost$50K–$150K
Startup Focus✓ Specialized
Compliance✓ HIPAA, SOC 2
CommunicationDirect founder access
Post-Launch✓ Ongoing partnership

Big 4 Consultancies

Timeline6–12 months
Cost$250K–$1M+
Startup Focus✗ Enterprise
Compliance✓ Full range
CommunicationAccount managers
Post-Launch✗ Exit after delivery

Offshore AI Teams

Timeline16–24 weeks
Cost$20K–$60K
Startup Focus⚠ Generic
Compliance⚠ Limited
CommunicationTime zone gaps
Post-Launch⚠ Maintenance contracts

Choose 2squirrels.ai when...

  • You're a funded startup (pre-seed through Series C)
  • You need production AI in weeks, not months
  • You want hands-on technical partnership, not strategy decks
  • Compliance matters (HIPAA, SOC 2, data privacy)

Choose Big 4 when...

  • Enterprise-scale transformation ($10M+ budgets)
  • Global compliance across 50+ countries
  • Board-level advisory and change management
  • Multi-year digital transformation roadmaps

Choose Offshore when...

  • Highly defined specs with no ambiguity
  • Budget constraints under $30K
  • Non-critical systems where risk tolerance is high
  • Long timeline flexibility (6+ months acceptable)

These are generalizations — every project is unique. We're happy to recommend competitors if we're not the right fit.

About 2 Squirrels AI

Production-grade AI solutions that deliver measurable business results

2 Squirrels AI is a boutique AI consultancy based in Austin, Texas, helping startups and enterprises ship production AI nationwide. We've built systems for funded startups across healthcare, fintech, e-commerce, and SaaS — from pre-seed MVPs to Series B platform scale.

We focus on AI that ships — not slide decks. With 27+ years of enterprise software development and 45+ MVPs delivered, we bring the technical depth of a large firm with the speed and direct communication founders expect. Our specialties include multi-agent orchestration, RAG pipelines, healthcare AI, and intelligent automation.

🚀
45+
Projects Delivered
5000x
Cost Savings Achieved
🎯
27+
Years Experience
💼
$1B+
Platform Scaled

The Team Behind Your AI

TT

Tony Turner

Founder & Principal AI Architect

27+ years building enterprise software, the last 5 focused exclusively on production AI for startups. Built and shipped AI systems for 45+ venture-backed companies across healthcare, fintech, e-commerce, and SaaS — from pre-seed MVPs to Series B platform scale.

🎓 MS Computer Science
☁️ AWS Solutions Architect
🤖 Multi-Agent Systems Specialist
🏥 HIPAA Compliance Expert

Rural Reach Healthcare

Clinical Decision Support

HIPAA-compliant multi-agent system achieving 80% case coverage with zero compliance violations.

Playactr Sports AI

Computer Vision & Analytics

Real-time sports video analysis platform processing live game footage with AI-driven insights.

PodPipeline

Content Intelligence

Automated podcast production pipeline with transcription, summarization, and multi-format distribution.

E-commerce Automation

Customer Service AI

5000x cost reduction — $0.002 per query vs. $10 human agent. Production system handling thousands of daily queries.

The Squirrel Method

Our proven 90-day framework for shipping production AI. Fast, iterative, adaptive.

🔍
Week 1–2

Discover

Map your business goals, identify the highest-impact AI opportunity, and validate the concept with working code.

🔄
Week 3–6

Iterate

User feedback drives rapid development cycles. Real users test real features every sprint.

🛡️
Week 7–10

Harden

Security audits, compliance checks (HIPAA, SOC 2), load testing, and production-grade infrastructure.

🚀
Week 11–12

Deploy

Production launch with documentation, team training, monitoring dashboards, and runbook handoff.

📈
Ongoing

Evolve

Continuous optimization, model retraining, feature expansion, and strategic partnership as your needs grow.

Book Your Strategy Session

Pick the format that fits your stage. No pitch decks — just a real conversation about your AI goals.

45 minutes

Strategy Session

For founders and CTOs ready to discuss a specific AI project. We'll review your goals, architecture options, and a realistic timeline to production.

15 minutes

Quick Consultation

For early-stage questions and fit assessment. Ideal if you're exploring whether AI is right for your product or evaluating partners.

Ready to schedule? Reach out directly:

[email protected]

Is Your Startup AI-Ready?

Get a quick assessment of your AI readiness with actionable next steps.

We'll send your assessment and occasional AI insights. Unsubscribe anytime.

Ship AI before your runway ends.

Whether you're a seed-stage startup validating an AI product or a growth-stage company scaling intelligent systems — we deliver production AI in 90 days.

Book Strategy Session Email Us Directly
Our Product

HireKit & HireKit Academy

AI-powered job search tools and career learning in one platform. Built to help anyone get AI-ready, find the right role, and land it — at a price that doesn't assume a six-figure salary.

6
Integrated capabilities
12
AI learning paths
$24
per month
The Fifth Paradigm by Anthony Turner — book cover
From the founder

The Fifth ParadigmThe Last Year That Made Sense

Three AI systems achieve recursive self-improvement simultaneously. An interstellar object decelerates toward Earth. 32 chapters spanning 2024–2031 — a speculative techno-thriller by Anthony Turner.

Kindle, Paperback & Hardcover Sci-Fi / Techno-Thriller Available Now