10x Your Team's Output with Agentic AI
You know AI can transform your business. What you need is an experienced team that has done it before -- to help you break through the noise, pick the right path, and lead the transformation yourself. That's what we do.
Downtown Austin, TX office · Serving companies nationwide
The Shift Is Happening Now
Every industry is moving from labor-heavy operations to AI-augmented teams
The leaders who will define the next decade are the ones deploying AI agents alongside their human teams right now. Not waiting for a perfect strategy. Getting their hands dirty, learning what works, and building real agentic workflows that free their people to focus on what humans do best.
OpEx to CapEx
Shift recurring labor costs to owned AI infrastructure that compounds in value
10x Productivity
Teams augmented with AI agents consistently output 10x more with higher quality
Talent Multiplier
Your best people become superhuman when paired with purpose-built AI agents
This is not about replacing your people. It's about you giving your team capabilities that weren't possible a year ago. The question is whether you'll lead this transformation, or watch your competitors do it first.
How It Works
You drive the transformation. We guide you through it.
This works because you're in the room. Your team is deeply involved -- learning, deciding, owning every step. We bring decades of building software at scale and help you cut through the hype and pick the right path. The leaders who get the most from this are the ones who refuse to outsource the future.
Discovery
1-2 weeks
Together we map your workflows and identify where AI will have the biggest impact. You define what success looks like. We help you see what's realistic and what's hype.
Pilot
2-4 weeks
Your team builds and deploys one high-impact agentic workflow -- with our guidance. Real users, real data, real results. You own it and understand it. Outcome-based pricing kicks in here.
Scale
Ongoing
You expand to additional workflows and departments. By now your team has the confidence and knowledge to drive much of it. We're here for the hard parts. The compounding effect is real.
What You'll Build
The AI capabilities we help you implement and own
Agentic Workflows
Deploy AI agents that handle multi-step knowledge work end-to-end: research, drafting, review, routing, escalation. Your team oversees and refines, not executes.
AI Copilots for Teams
Equip each team with a custom AI assistant embedded in your existing tools -- trained on your processes, your data, your way of working.
On-Premise AI Deployment
Keep sensitive data in-house. Run powerful AI models on your own infrastructure with full data sovereignty and compliance control.
AI Strategy & Architecture
Starting your AI journey? We help you cut through the hype, prioritize ruthlessly, and build a roadmap you actually understand and can execute on.
Custom Integrations
Connect AI capabilities to your existing CRM, ERP, support systems, and internal tools. No rip-and-replace. AI meets your business where it already operates.
AI Governance & Safety
Deploy responsibly with proper guardrails, monitoring, and human-in-the-loop controls. Your team understands the risks and owns the governance.
Executive AI Workshops
Half-day, hands-on sessions in our downtown Austin office. No slide decks. Walk out with an implementation plan for your business.
What Happens in a Workshop
- Arrive with a real business challenge
- Live demos of real agentic AI workflows
- Map your highest-ROI AI opportunity with peers
- Leave with a concrete implementation plan
Topics Rotate Weekly
- From Manual to Agentic -- identify your highest-ROI process
- AI Copilots for Revenue Teams -- sales, marketing, support
- On-Premise AI -- data sovereignty for regulated industries
- The AI-Ready Organization -- restructure for AI transformation
Why Pirin.ai
A team of builders with deep experience shipping software at scale
Deep Enterprise Engineering Roots
Our founding team brings experience from Red Hat, Telestax, and decades of building and scaling enterprise systems. Real engineering leadership, not theoretical frameworks.
3 US Patents in Software Architecture
Our team's patent portfolio reflects deep technical expertise that translates directly to solving hard engineering problems.
Deep AI & ML Expertise
Stanford-trained AI expertise. Our team has hands-on experience building and deploying ML models at scale, not just using APIs.
Open Source Builder
3,500+ GitHub contributions. Active in the open source community since before it was fashionable. Director-level leadership at Red Hat.
Startup DNA
Co-founded Telestax (telecom platform, scaled internationally). Founder Institute Venture Advisor for 3+ years. Understands both building and business.
Austin Presence
Downtown Austin office at 2235 East 6th Street. A real company with a real address, not a faceless remote consultancy.
Our office at 2235 East 6th Street, Austin, TX 78702
Questions Leaders Ask
The questions we hear most from executives exploring AI transformation
"Where do I even start with AI for my business?"
Start by identifying one high-volume, repeatable knowledge-work process -- something your team does 50+ times a week that follows a pattern (processing applications, drafting reports, qualifying leads, routing support tickets). That's your pilot. Don't try to boil the ocean. One successful agentic workflow that your team builds and owns teaches you more than six months of strategy sessions. At Pirin.ai, we begin with a 1-2 week discovery to help you find that process and define what success looks like -- then your team builds it with our hands-on guidance.
"What's the actual ROI of agentic AI for a mid-size company?"
Companies deploying agentic AI workflows report 3-10x throughput on targeted processes, with the highest gains in document-heavy knowledge work (legal review, compliance, financial analysis, content production, customer support). The ROI comes from three places: (1) your existing team handles dramatically more volume without hiring, (2) error rates drop because AI handles the routine while humans handle exceptions, and (3) you shift from recurring labor OpEx to owned AI infrastructure that compounds in value. We use outcome-based pricing specifically so the ROI question has a clear answer before you scale.
"Should I use cloud AI or deploy on-premise?"
It depends on your data sensitivity and regulatory environment. Cloud AI (OpenAI, Anthropic, Google) is faster to start with and handles most use cases well. On-premise is essential if you work with PHI (healthcare), financial data under SOC2/SOX, or any data that cannot leave your network. The good news: open-source models (Llama, Mistral, DeepSeek) now rival proprietary models for most enterprise tasks, making on-prem viable and cost-effective. Many companies start with cloud for the pilot, then move sensitive workflows on-prem. We help you make this decision during discovery.
"How do I convince my leadership team to invest in AI?"
Don't pitch AI -- pitch the business outcome. Pick a process that everyone agrees is slow, expensive, or error-prone. Quantify the current cost (hours x people x frequency). Then show what it looks like with an AI agent handling 80% of the volume while your team handles the 20% that needs human judgment. That's the business case. Our pilot engagements are specifically designed to produce this proof point: measurable results on one real workflow, with real data, in 2-4 weeks. That makes the case for scaling self-evident.
"Why not just hire McKinsey or Accenture for this?"
Big firms are great at strategy decks and change management at Fortune 500 scale. But if you need a team that can sit with your people, write actual code, debug a model, and ship a working agentic workflow in weeks -- that's a different kind of firm. Pirin.ai is a builder-led team with deep enterprise engineering roots (Red Hat, Telestax, 3 US patents, Stanford AI). We work directly with your team. No layers of junior consultants. No 200-page PDF at the end. You get a working system your team built and understands.
"What industries does agentic AI work best for?"
Any industry with high-volume knowledge work: professional services (law, accounting, consulting), healthcare (documentation, scheduling, triage), financial services (compliance, underwriting, reporting), real estate (deal analysis, document processing), insurance (claims, policy review), and technology (support, QA, documentation). The common thread is repetitive multi-step processes that currently require a human to read, decide, route, or draft. If your people are spending hours on things that follow patterns, agentic AI can handle the pattern while they handle the exceptions.
"How is this different from just buying ChatGPT Enterprise licenses?"
ChatGPT is a chat tool -- your people type questions and get answers. An agentic AI workflow is fundamentally different: it's an AI agent that autonomously handles multi-step processes end-to-end (intake, research, draft, review, route, escalate) with your team overseeing and intervening only when needed. It's the difference between giving your team a calculator and building them an automated assembly line. ChatGPT licenses are a fine starting point for individual productivity, but the 10x gains come from purpose-built agentic workflows integrated into your actual business systems.
"Will AI replace my employees?"
No -- and that framing misses the point. The companies winning with AI are not reducing headcount. They're dramatically increasing what their existing team can accomplish. A 5-person support team handling 200 tickets/day can handle 2,000 with AI agents doing first-pass triage and drafting. A 3-person compliance team reviewing 50 documents/week can review 500. Your best people become superhuman. The risk isn't that AI replaces your team -- it's that your competitors augment theirs and you don't.
"Are there hands-on AI workshops for executives?"
Yes. We run invitation-only half-day workshops in our downtown Austin office, limited to 20 decision-makers per session. Topics rotate weekly: agentic workflows, AI copilots, on-premise AI, and AI-ready organizations. You bring a real business challenge, work through live demos, map your highest-ROI opportunity with peers, and leave with a concrete implementation plan. No slide decks, no vendor pitches. Join the waitlist.
Ready to 10x Your Team?
If you're a leader who really cares about your company's future and is ready to roll up your sleeves -- let's talk. Start with a 1-2 week discovery where we map your highest-ROI opportunities together.
Best for leaders of companies with 10+ employees who are ready to invest, learn, and drive AI adoption themselves.