Fireside

AI-Driven Procurement Platform for Pediatric Dentists

Fireside is a dental community-driven platform built to empower independent pediatric dentists to run balanced and thriving practices. By combining smart procurement, support, and connection, it helps dentists reduce operational strain and focus more on patient care. Fireside is reshaping what independent practice looks like with a supportive, efficient, and sustainable model.

The Project

The Background

Fireside is a rapidly growing dental equipment and supplies provider in the United States, with a strong footprint in pediatric dentistry. Their product line spans everything from large dental machinery to consumables like crown caps. As part of the Fireside community model, dentists paid a monthly membership fee which included access to ZenOne, an order management application used to place and track equipment orders.

The Challenges

Despite industry traction, Fireside reached a ceiling in its operational model.

Dependency on ZenOne: Their platform lacked accessible APIs, preventing feature expansion and deeper control over the order experience.

Limited Digital Innovation Path: Fireside wanted to introduce AI capabilities but the existing platform wasn’t compatible with advanced features such as personalized recommendations or conversational ordering.

Scalability Constraints: Integrating multiple suppliers and improving customer ordering workflows wasn’t possible through the current system.

Fireside knew their direction, but not how to get there. They needed clarity, architecture, and a smart execution roadmap.

Project Goals

Validate the Product Vision

Establish clarity on what to build, why it matters, and how it aligns with Fireside’s business model.

Define the Right Technology Path

Identify the optimal architecture and integrations to ensure scalability without dependency on third-party systems.

Introduce AI Capabilities

Enable smart automation, recommendations, and conversational support to transform the ordering experience.

Eliminate Platform Limitations

Move beyond ZenOne constraints by creating a proprietary ecosystem with full control over data and features.

Build for Long-Term Scalability

Design the platform to easily integrate multiple suppliers and expand functionality without major rework.

Accelerate Time-to-Market

Deliver a production-ready product rapidly through a structured, sprint-based execution approach.

The Process

Information Gathering & Discovery

We engaged with Fireside leadership to understand their business model, operational challenges, and the experience they envisioned for pediatric dentists. This phase clarified user needs, workflow gaps, and the role AI could play in improving procurement efficiency.

Innovation Accelerator & Roadmapping

Through a focused 1.5-week accelerator, we translated the vision into UX mockups, a scalable technical architecture, and a phased product strategy. This also enabled an early pivot away from ZenOne dependency after feasibility analysis revealed major API limitations.

Build vs Buy Alignment & Platform Strategy

Together with Fireside, we concluded that building a proprietary platform would offer greater control, scalability, and feature innovation. The roadmap prioritized supplier integrations, AI-driven ordering, and a seamless experience across web and mobile.

Agile Development & Feature Implementation

Over 6–7 development sprints, we built the core platform with continuous sprint reviews and stakeholder feedback. Key functionality included supplier integration, order management, personalized recommendations, and smart product discovery.

AI Deployment & Experience Enhancement

An AI recommendation engine and chat assistant were integrated to automate product suggestions, reorder workflows, and conversational product search. These additions differentiated the platform beyond traditional ordering systems and elevated user engagement.

Value Delivered

– Full control of ordering ecosystem: Fireside is no longer limited by ZenOne’s technology.

– AI-driven personalization boosts revenue potential through smarter recommendations and targeted promotions.

– Operational efficiency: No manual tracking or fragmented order communication.

– Future-ready architecture: The platform can scale across suppliers and markets without major rebuilds.

Accelerated time-to-market: Innovation to working production version executed in a short, predictable sprint cycle.

The customer has expressed high satisfaction with the product and ISHIR’s partnership. The platform is set for a controlled rollout to a pilot user group, with the next roadmap phase likely to include more automation and AI-driven features. Fireside has already shared a testimonial on Clutch (to be referenced in the case study once confirmed).

Client Testimonial

ISHIR has successfully delivered a working MVP of the solution, marking the project's success. The team holds daily stand-ups to discuss progress and roadblocks, ensuring an efficient workflow. Moreover, their promptness, efficiency, and responsiveness distinguishes them from other vendors. -John Bell