instantAIguru

OUR STORY

Built by a 40-year software veteran. In production since 2024.

Software That Simply Works. Appliance-Grade Reliability.

instantAIguru wasn't born in a boardroom or funded by VCs. It emerged from a 40-year commitment to building tools that work reliably, and that anyone can use without a manual.

Our Mission

Enable every business to instantly deploy reliable, affordable, scalable, 24/7 customer service that users love.

We distill our extensive experience building battle-tested enterprise-grade AI customer support into an automated, self-serve deployment that shatters the enterprise price tag, eliminates vendor lock-in, and compresses the months-long implementation into days, hours, and even minutes.

Customer expectations have changed. The same buyers who used to tolerate 24-hour email turnaround now expect a useful answer within seconds, on whatever channel they happen to be on. We built instantAIguru to meet that bar, and we believe meeting it is no longer optional. The commercial cost of failing to meet it is the subject of Mastering Customer Experience in the ‘Now Please’ Era.

We treat AI customer service as an engineering discipline, not a marketing positioning. We have to handle the chaos so the customer sees only clarity. The path from one to the other is the argument we make in From Chaos to Clarity.

“Every business” is the operative phrase. Most AI customer-service platforms are built for enterprise budgets and require integration teams to deploy. instantAIguru is the AI customer service platform for the other 99%. Teams wishing to better compete, provide better customer service during business hours, and even offer meaningful service (and stop losing prospects) after hours. The single most useful thing we've done is arm you with affordable, accurate 24/7 customer service that goes live in just a few minutes, with no cost surprises and no platform lock-in. We make the case for this in What It Really Takes to Democratize AI.

A Forty-Year Foundation

Ron Pinkas founded Pacific Turn-Key Systems (PTS) in 1986. PTS later became Softworx LLC, today the parent of instantAIguru. The original work included 5Frame, an application framework that became the foundation of several commercial systems. In 1987 he built La Curacao's first business platform on 5Frame for Ron Azarkman, when Curacao was a single store. The system integrated CRM, invoicing, point-of-sale, payables, and general ledger. The same year, Ron shipped ProfitMaster, which became the leading software for carpet-cleaning businesses in five countries and the standard management system for SEARS Carpet Cleaning franchises in the United States and Canada. Subscription-based support followed, years before "SaaS" had a name.

In 1999, Ron joined Antonio Linares to develop the Harbour project, an open-source Clipper-compatible compiler and runtime. He became a key contributor to the xBase ecosystem with named work on the preprocessor, lexer, parser, and virtual machine. In 2001 he founded the xHarbour project as a fork of Harbour; xHarbour became the dominant xBase development platform for over a decade. Public xBase-era artifacts include Simplex and xbScript. Six years of compiler-runtime work shaped the deterministic-systems instinct that later became JSFE. After an extended sabbatical, Ron returned to programming in November 2022 with the release of ChatGPT, and in 2023 built dbBridge, an open-source SQL-to-SQL database migration utility.

The same engineer. The same Curacao customer, now 12 locations. Ron Azarkman is still CEO. His son Mike Azarkman, CTO, deployed instantAIguru into production and is the named source of the public Curacao testimonial. SVP of Business Development, Servicing & Collections Joseph Jiron led the customer-team review of 100,000+ monthly interactions in October 2025 that validated 97%+ answer accuracy, and the April 2026 review showing 85%+ of inbound phone calls resolved without live-agent transfer. Trust earned over 38 years is what makes Curacao comfortable letting AI handle live payment flows on phone numbers they own directly (see Bring Your Own Numbers for why that ownership matters).

Across this career, Ron has been a featured speaker at xBase-ecosystem developer conferences (Computer Associates, FiveWin, Harbour, xHarbour) and at industry events spanning Joe Polish marketing seminars, CFI (Carpet & Fabric Institute), and ASCR (Association of Specialists in Cleaning & Restoration).

The Spark That Started It All

In November 2022, when ChatGPT was released, Ron Pinkas was enjoying his early retirement, playing tennis, traveling the world, and producing original music in his home recording studio. He'd built a successful software company, contributed to open-source projects, and had earned the right to enjoy an extended Sabbatical.

But ChatGPT reignited something. Using AI as a daily learning companion, Ron taught himself modern technologies, HTML5, JavaScript, Python, Docker, experiencing firsthand both the incredible potential and frustrating limitations of conversational AI tools.

So Ron built xSyched, a Custom GPT with a full SQL backend supporting OAuth authentication.

"I've spent 40 years building tools to fix what was broken. Working with AI, I was determined to overcome its hallucinations and context limitations to deliver a solution that is accurate, reliable, and simply works."

The Challenge That Changed Everything

Marcelo Lombardo, founder and CEO of Omie, Brazil's largest ERP/CRM platform for SMBs, powering over 180,000 businesses, was a xSyched user and invited Ron to explore AI opportunities.

Fine-Tuning Failed

Thousands of hand-picked Intercom sessions. The result? Too hallucination-prone for production use.

RAG Was The Answer

Combined with a hybrid multi-model orchestration framework, it delivered the accuracy that fine-tuning couldn't.

First Enterprise RAG

May 22, 2024: the first RAG Guru in enterprise production use, to our knowledge.* Live at Omie, Brazil's largest SMB ERP, serving 190,000+ businesses.

On the morning of go-live, after instantAIguru handled its first 205 production questions for Omie, Marcelo Lombardo sent a WhatsApp message: "Congrats man. You nail that. 🙏"May 22, 2024 · how we measure these claims

* In May 2024, productized "RAG" and multi-vendor "orchestration" were barely named categories. We know of no earlier deployment meeting all three of: (a) live in production, (b) at an enterprise customer, (c) using retrieval-augmented generation. Intercom Fin, the biggest plausible prior claimant, was still BETA inside Omie's own Intercom account on that date.

THE JOURNEY

Key Milestones

May 2024

First Production Deployment

Omie's AI customer support goes live, handling complex technical queries for Brazil's largest SMB platform.

Aug 2024

"Naomi", Omie's HR Assistant

A friendly AI HR assistant deployed for Omie's internal team, proving the platform's versatility beyond customer support.

Sep 2024

instantAIguru Founded

The platform is formalized with automated onboarding, crawling, scraping, indexing, and deployment in minutes.

Dec 2024

Curacao Department Stores

Major US retailer deploys instantAIguru for point-of-sale customer assistance.

Jan 2025

SiteGuru.ai & Meta Partnership

Self-service platform launches. Meta certifies instantAIguru as a Tech Partner, Gurus now available on WhatsApp.

Mar 2025

SMS Channel Added

Omnichannel vision expands with SMS support integration.

May 2025

Phone Support Goes Live

AI Gurus can now answer phone calls, completing the omnichannel suite.

Jul 2025

IVR Deployment at Scale

Curacao deploys phone assistant on main IVR. By November: 1,000+ calls per day.

Aug 2025

JavaScript Flow Engine (JSFE) Released

Aug 12, 2025: deterministic workflow engine runs agentic actions through scripted flows, eliminating AI hallucination on payments, account operations, and other backend commits.

Jan 2026

Shopify Integration

Real-time inventory access, order tracking, and seamless e-commerce support.

May 2026

Email Channel Added

Customers can now connect multiple email addresses to their Guru, completing the five-channel omnichannel suite (web, email, WhatsApp, SMS, phone). RFC-threaded replies land in the original conversation; AI-disclosure footer included for BOT-law and EU AI Act compliance.

Jun 2026

CSAT Post-Call Surveys

Open-source, self-hosted customer-satisfaction surveys: at the end of a voice call the Guru texts the caller a one-time survey link, and responses feed an authenticated CSAT analytics dashboard. First live at Curacao.

Open-source on GitHub →

LEADERSHIP

Meet Our Founders

Ron Pinkas

Ron Pinkas

Founder & CEO

Ron Pinkas is a veteran software entrepreneur and AI technologist whose innovations have shaped multiple industries over four decades. Today, Ron also serves as SVP AI Strategy Executive at Curacao Department Stores.

LinkedIn Profile →
Dariu Dumitru

Dariu Dumitru

Co-Founder & CMO

Dariu's journey with instantAIguru began as a customer. As VP of Marketing & Enrollment at The Master's University, he deployed a Guru and saw firsthand how the platform transformed engagement.

LinkedIn Profile →

THE PEOPLE

Our Team

A small but mighty team dedicated to making AI customer support accessible to everyone.

Ashlyn Witt

Ashlyn Witt

Customer Success

Cassandra Butts

Cassandra Butts

Marketing

Miki Maoz

Miki Maoz

Administrator

Tom Pinhas

Tom Pinhas

Sales

Dean Pinhas

Dean Pinhas

Sales

Sebastienne Meys James

Sebastienne Meys James

International Sales

WHY WE'RE DIFFERENT

Built Different, On Purpose

Battle-Tested First

We deployed to enterprise customers before launching publicly, proving our 97% accuracy across hundreds of thousands of real interactions.

Why we chose engineering proof over marketing polish

Vendor Agnostic

Our multi-model orchestration automatically uses the best AI for each task: OpenAI, Bedrock, Gemini, Groq, DeepSeek.

Our Own Customer

Ron uses instantAIguru daily at Curacao, a major US retailer handling 1,000+ AI phone calls per day.

Ready to Experience the Difference?

Join the businesses already using enterprise-grade AI support.