Honeycomb Software

BACKGROUND

Please describe your company and position.

I am the BDM of Sonomics

Describe what your company does in a single sentence.

Innovative digital products and custom software engineering solutions

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Honeycomb Software to accomplish?

• Build a secure and scalable AI architecture that the client can independently operate, maintain, and expand as their AI capabilities grow.
• Our client, a HealthTech company operating under strict UK data residency requirements, needed an LLM running entirely inside their private AWS environment.
• Meet strict UK data residency and compliance requirements by keeping all AI processing and data storage within the client’s controlled infrastructure.

SOLUTION

How did you find Honeycomb Software?

Referral

Why did you select Honeycomb Software over others?

• High ratings
• Pricing fit our budget
• Good value for cost
• Company values aligned

How many teammates from Honeycomb Software were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

We brought Honeycomb in as a specialist subcontractor to handle the AI infrastructure layer for our client. They designed and implemented a Kubernetes-based deployment of an open-source LLM within the client’s private AWS environment, with scale-to-zero behaviour to minimise GPU infrastructure costs during low-usage periods.

The following was provided: 

• MLOps architecture design and environment setup 
• CI/CD pipelines and GitOps workflows for repeatable, automated model deployments 
• Kubernetes/GPU node management and autoscaling policies (including scale-to-zero) 
• Inference observability: metrics, logs, and alerting for performance monitoring 
• Operational runbooks and a structured handover for our internal team

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Our client now has a compliant, production-ready self-hosted LLM capability running entirely within their UK AWS environment with no external API dependencies and no data leaving their infrastructure. 
The scale-to-zero autoscaling strategy significantly reduced idle GPU costs for the client, and the inference observability stack gives them full visibility to manage the platform confidently in production.  
 From our side, their clean handover and documentation made the integration seamless. 

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Working with Honeycomb Software was smooth throughout. They communicated clearly, took clear ownership of their deliverables, and flagged risks early with sensible trade-offs rather than surprises. Everything was delivered on time, which mattered given our own commitments to the end client. 

What was your primary form of communication with Honeycomb Software?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Their production mindset. Many vendors can deploy a model, but few think through the operational layer that makes it sustainable: release pipelines, GPU autoscaling, observability, and runbooks. Honeycomb treated these as first-class deliverables, not afterthoughts, which reflected well on us as the primary delivery partner. 
The quality of their handover documentation also stood out. Our client’s team could operate and extend the platform independently from day one. That kind of knowledge transfer is rare and made a real difference to the client relationship.

Are there any areas for improvement or something Honeycomb Software could have done differently?

Nothing significant. The initial scoping took a few rounds of alignment, but that was partly driven by the complexity of our client’s compliance requirements. Once scope was locked, the execution was smooth and we’d have no hesitation subcontracting Honeycomb again.

BACKGROUND

Please describe your company and position.

I am the Managing Director of Street Support Network

Describe what your company does in a single sentence.

Street Support Network is a UK charity providing practical digital infrastructure for homelessness prevention.

We help make support easier to find and easier to offer by connecting people, frontline teams and local systems in one place. Our work focuses on clarity, coordination and early help, so people can access the right support before crisis hits.

We run local digital hubs in 30+ areas, bringing together up-to-date information on homelessness, food, health, money advice and safeguarding. Alongside this, we work with councils, charities and partners to use insight and values-led AI to reduce admin, improve collaboration and create breathing room for frontline workers.

We don’t deliver services directly. Instead, we support the organisations who do, strengthening local ownership, protecting dignity and keeping people at the centre of every tool we build.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Honeycomb Software to accomplish?

• Rebuild and modernise the Street Support platform and website
• Improve the public experience for people searching for support
• Simplify internal admin tools

SOLUTION

How did you find Honeycomb Software?

Previous work

Why did you select Honeycomb Software over others?

Already knew the platform

How many teammates from Honeycomb Software were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Honeycomb Software was engaged to modernise the Street Support Network digital platform, covering both the public-facing website and the internal admin system. The work focused on improving usability, performance, maintainability, and creating a stronger technical foundation for future development.

The scope included:

Public platform rebuild:

Rebuilt the public-facing Street Support website using a modern web framework.
Implemented improved user journeys to help people find relevant local support more easily.
Added geolocation, service filtering, and map-based search functionality.
Ensured the site was responsive, performant, and accessible across devices.
Integrated the frontend with a new serverless public read API.
Admin CMS development:

Designed and built a new, simplified admin CMS to replace the legacy system.
Focused the CMS on the most important day-to-day workflows, removing unnecessary complexity.
Enabled easier management of services, content, and data used on the public site.
Integrated the CMS with backend APIs and database write functionality.
Technical architecture and delivery:

Migrated the platform towards a serverless, modular architecture.
Improved deployment processes and development workflows.
Provided full-stack development, quality assurance, and project coordination throughout delivery.
 
Summary of Key Deliverables:
A rebuilt, modern public-facing Street Support website
Improved search, filtering, geolocation, and map-based service discovery
A new, streamlined admin CMS replacing the legacy interface
API integrations supporting both public and admin functionality
A more maintainable, scalable technical foundation for future phases

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The project delivered clear, tangible improvements across the platform and internal workflows:

Successful delivery of a rebuilt public platform
A modern, responsive public website was launched with improved search, filtering, geolocation, and map-based service discovery, making it easier for people to find relevant local support.

Replacement of the legacy admin system
A new, streamlined CMS was delivered, reducing complexity and improving day-to-day usability for the Street Support team when managing services and content.

Improved technical performance and maintainability
The move to a modern, serverless and modular architecture improved site performance, simplified deployments, and made ongoing development faster and more reliable.

Stronger foundations for future development
The platform is now easier to extend, test, and iterate on, enabling future improvements to be delivered with less technical risk and overhead.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

They were responsive and provided great communication in a timely manner. Took time to show us progress and steps and get sign off before moving on to the next item on the project agenda. Really appreciated how they handled this. 

What was your primary form of communication with Honeycomb Software?

In-Person Meeting

What did you find most impressive or unique about this company?

The communication was clear. They were flexible in terms of allocation of resources and how we could make slight changes to the scope of the work and reach agreeable solutions within the consdtraints of the contract. Great working relationship. Overall really positive. 

Are there any areas for improvement or something Honeycomb Software could have done differently?

It took a little bit of back and forth to agree the scope of the contract and pricing in the first instance, however this was nothing more than an early teething problem in terms of making sure we were on the same page around scope and budget. That really was the only sticking point and it was a minor one at that. Once we had reached an agreement, everything ran smoothly. 

BACKGROUND

Please describe your company and position.

I am the CTO of a SaaS Company

Describe what your company does in a single sentence.

We are an AI Native SaaS company that helps HNW inidividuals manager and understand their private markets and alternative asset portfolios.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Honeycomb Software to accomplish?

• Brought us to Beta and MVP
• Took over from prior group in under 2 days to deliver project in only 6 weeks

SOLUTION

How did you find Honeycomb Software?

In person connection

Why did you select Honeycomb Software over others?

• Close to my geographic location
• Pricing fit our budget
• Good value for cost
• Company values aligned

How many teammates from Honeycomb Software were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Aim 1: Deliver working Beta and Initial Product in a 6 week time window.
Aim 2: Take over work from previous development team with no documentation or prior knowledge

Working product includs a user dashboard, user splash page, logins, multiple data base configurations, querying, AI LMM Rag management, Front End development.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

1. Functional Beta Platform
2. Functional website application
3. Positive Beta reviews from users
4. Ability to quickly scale up and take on work with minimal tech debt.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

1. Always made final releases on time or ahead of schedule - any delays or potential delays were addressed and communicated well in advance to allow for proper timeline management or resolution.
2. Always available to communicate and extremely responsive  via slack.
3. Stated, every morning, development statuses and check-ins.
4. Never complained and always worked with us to accomplish our goals even when we rescoped work last minute.
5. Capable of scaling up and scaling down manhours and were very flexible to our business needs.

What was your primary form of communication with Honeycomb Software?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Responsive, fast, and highly professional.

They work very hard and don't argue or complain. If they disagree with an implementation, the group offers their opinions and proposed changed, but always allow the business stake holders the ultimate say on what drives the technology.

For smaller groups, their insight is highly valuable and they are always willing to provide best practices and offer innovative solutations. They anticipate tech gaps and work to bridge them. The team also balances "perfect states" with "business realities" and understand that reconfiguring everything is not always an option and that sometimes it is best to work with the existing infrastructure and improve what they can due to business demands (budget, time, company objectives). This is unique in the development space and exceptionally uncommon for consultants, where the incentive is normally to change everything and bloat expenses and timelines.

Are there any areas for improvement or something Honeycomb Software could have done differently?

This is an A team. They were there for us when we needed them most and we are extraordinarily grateful for their hard work, expertise, and professionalism.

BACKGROUND

Please describe your company and position.

I am the Chief Enterprise Architect of Sanalife Energy

Describe what your company does in a single sentence.

At Sanalife, we are pioneering intelligent energy management and automation solutions to transform the built environment. Our commitment to creating a sustainable, autonomous grid reflects our dedication to reducing energy waste and empowering building owners to achieve their CO2e goals with innovative energy and indoor health solutions.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Honeycomb Software to accomplish?

• Software Development
• AI/ML Development
• Staff Augmentation

SOLUTION

How did you find Honeycomb Software?

• Online Search
• Referral

Why did you select Honeycomb Software over others?

• High ratings
• Pricing fit our budget
• Great culture fit
• Good value for cost

How many teammates from Honeycomb Software were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

AI/ML development.  Guidence on tools, infrasturction, Model training and design.  AI/ML Training.  .NET software develoment, full stack developers.  Overall just being awesome to work with and very talented.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Huge improvement in our Software platform as well as a complete overhaul of our AI/ML strategy and a new product created by Honeycomb's AI team.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

They are very responsive and deliver on time and on budget.  I could not be more happy.  Also, they've delivered amazing software for an amazing price.

What was your primary form of communication with Honeycomb Software?

Virtual Meeting

What did you find most impressive or unique about this company?

Great developers, smart people, easy to work with.

Are there any areas for improvement or something Honeycomb Software could have done differently?

Honestly, no, we work with a lot of consulting companies and Honeycomb is our favorite.

BACKGROUND

Please describe your company and position.

I am the Former CEO of Endlessforms Labs

Describe what your company does in a single sentence.

Contract R&D for startups and enterprise level businesses.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Honeycomb Software to accomplish?

• Help with frontend
• AWS infrastructure, CI/CD pipelines
• Redis Cache
• ML/AI Backend

SOLUTION

How did you find Honeycomb Software?

Referral

Why did you select Honeycomb Software over others?

• High ratings
• Close to my geographic location
• Pricing fit our budget

How many teammates from Honeycomb Software were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

During my tenure as Head of AI at Industrial DataLabs, Honeycomb Software proved to be an invaluable development partner in scaling our AI operations. They played a crucial role in the full-stack application development, taking ownership of the frontend implementation with a focus on intuitive user interaction and feature enhancements. Their technical expertise extended to establishing our AWS infrastructure, including VPC configuration, EC2 instance management, and implementing CI/CD pipelines through GitHub. Honeycomb's team was instrumental in optimizing our system performance through Redis caching solutions, which contributed significantly to the 5x revenue increase and 98% platform accuracy enhancement we achieved. Their collaborative approach enabled our remote software development team to focus on core AI innovations while ensuring a robust and scalable technical foundation.
 
 
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RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Honeycomb's team was instrumental in optimizing our system performance through Redis caching solutions, which contributed significantly to the 5x revenue increase and 98% platform accuracy enhancement we achieved.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Honeycomb demonstrated exceptional project management capabilities throughout our collaboration at Industrial DataLabs. They leveraged Atlassian's suite of tools to maintain clear visibility into project status, timelines, and deliverables. Their organization of Microsoft Teams meetings ensured regular communication and alignment on priorities, while their careful maintenance of customer data for the frontend implementation showcased their attention to detail and commitment to data integrity.

What truly set Honeycomb apart was their consistent reliability in meeting deadlines—they always delivered on time, even when facing challenging technical requirements or tight schedules. Their responsiveness to our needs was exemplary; whether we required last-minute changes to the user interface or needed assistance troubleshooting AWS configuration issues, their team was quick to address our concerns and implement solutions. This level of service and reliability was instrumental in helping us achieve our ambitious platform performance improvements and revenue growth targets.

What was your primary form of communication with Honeycomb Software?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Honeycomb's professionalism stood out as their most impressive quality during our partnership. Their approach to timeline management went beyond simple adherence to deadlines—they provided thoughtful feedback on realistic timeframes and potential bottlenecks, which helped us plan more effectively and set appropriate expectations with stakeholders.

What truly distinguished them was their willingness to go the extra mile to ensure our project maintained stability. This commitment manifested in numerous ways, from conducting thorough testing before deployments to proactively monitoring system performance after implementations. When unexpected issues arose, they didn't simply apply quick fixes but invested the time to understand root causes and implement sustainable solutions. This dedication to project stability was crucial for our AI platform, where reliability directly impacted user trust and business outcomes. Their combination of technical expertise and genuine investment in our success made them an invaluable partner in achieving our ambitious objectives.

Are there any areas for improvement or something Honeycomb Software could have done differently?

They could use more AI support, maybe have an in-house ML/AI guru. 

BACKGROUND

Please describe your company and position.

I am the Consulting Director of Software Development of Mercy Home for Boys and Girls

Describe what your company does in a single sentence.

Mercy Home for Boys & Girls is an American privately funded childcare and residential home for abused, homeless and neglected children or children struggling with family issues, in Illinois.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Honeycomb Software to accomplish?

• Development support
• DBA support

SOLUTION

How did you find Honeycomb Software?

Referral

Why did you select Honeycomb Software over others?

• Pricing fit our budget
• Great culture fit
• Good value for cost
• Referred to me

How many teammates from Honeycomb Software were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

The project entailed the development and support of a core enterprise application that spaned the entire domain system for the organization.  Applications ranged from WinForm applications to Azure deployed web sites, with integration services for all applications.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The Agile project centered its efforts based on business value for the agency to support on going outreach efforts as well as support for the core youth services support. Efforts provided by Honeycomb included the development of application changes that aligned with User Stories.  Success was generally defined for Honeycomb performance through the successfull implementation and testing of work items within the provided estimates.  

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Honeycomb checked in often to ensure that all members of our team provided via Honeycomb were performing to expectation.  Additional support was provided to team members to develop skills and assist with any additional needs that surfaced.  

What was your primary form of communication with Honeycomb Software?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Whenever the project had a resource request Honeycomb was willing to step in and find a resource that could meet the need.  Sometimes the need of our agency was not ideal for Honeycomb, but none-the-less they serviced the needs of our projects and allowed us to focus on the project and not staffing.

Are there any areas for improvement or something Honeycomb Software could have done differently?

The one area I wish Honeycomb could provide is easier access to resources where only part time or temporary assitance for specific skill areas are needed.

BACKGROUND

Please describe your company and position.

I am the Co-founder of a digital content creation company.

Describe what your company does in a single sentence.

We help agencies create digital content.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Honeycomb Software to accomplish?

• We hired Honeycomb to help develop our SaaS platform.

SOLUTION

How did you find Honeycomb Software?

Clutch Site

Why did you select Honeycomb Software over others?

• High ratings
• Pricing fit our budget

How many teammates from Honeycomb Software were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Honeycomb is helping us develop a custom SaaS solution. From the start, we established a clear contract with defined terms and project timelines. We provided them with a high-level overview and outlined the core workflow of the model we wanted to build. The product has been launched and remains in active development.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

• Successfully launched the product
• Ongoing sprints and milestones

Describe their project management. Did they deliver items on time? How did they respond to your needs?

We hold bi-weekly meetings with our Honeycomb team, where they provide progress updates and address any questions immediately. Their communication has been exceptional, and they have a deep understanding of our needs and constraints.

What was your primary form of communication with Honeycomb Software?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Their ability to communicate effectively, understand our needs and challenges, and collaborate with us on both strategic ideas and the product's specific requirements has been outstanding.

Are there any areas for improvement or something Honeycomb Software could have done differently?

This collaboration has been exceptional — I honestly can’t think of anything that could have made it better. 

BACKGROUND

Please describe your company and position.

I am the Account Manager of Elogic Commerce

Describe what your company does in a single sentence.

End-to-end eCommerce development agency

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Honeycomb Software to accomplish?

• We needed help with development of a personalized health and wellness marketplace for our client, featuring AI-driven recommendations that would suggest fitness activities and products tailored to users’ individual goals and preferences. These recommendations would be based on data from their wearables as well as inputted information, such as responses to questionnaires.

SOLUTION

How did you find Honeycomb Software?

Referral

Why did you select Honeycomb Software over others?

• Pricing fit our budget
• Great culture fit
• Good value for cost
• Referred to me
• Company values aligned

How many teammates from Honeycomb Software were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Honeycomb Software conducted a careful analysis to identify requirements. They defined a roadmap for implementing AI-driven recommendations, integrating wearable devices, and ensuring stable connectivity to our e-commerce platform. 

They also designed a scalable architecture that supports AI-driven recommendations and ensures smooth integration with the e-commerce functionality, and wearable devices. Although the e-commerce platform was built by our team, Honeycomb Software made sure all elements connected seamlessly, providing a cohesive and user-friendly experience.

At the development stage, the team implemented an AI-powered activity recommendation engine, using advanced learning machine frameworks. The engine utilized collaborative and content-based filtering algorithms to analyze user data and provide highly personalized suggestions that align with users' goals, preferences, and constraints. For instance, it could suggest low-impact exercises for older users or high-intensity workouts for young adults. 

As for the wearables, using APIs and data pipelines, the team connected devices like Apple Watch to collect needed data. This allowed the platform to collect key data points such as heart rate, activity patterns, and more, and provide valuable insights for users. Additionally, tools such as questionnaires were implemented to gather user input to deliver more personalized experiences. 

To boost user engagement, Honeycomb Software developed features for real-time progress tracking and gamification, such as product discounts for users who achieved activity milestones. 

At the testing stage, the team validated the platform’s performance, usability, and scalability, using a combination of manual and integration testing techniques to ensure that everything was done to meet the highest standard. To ensure scalability, stress testing, and capacity testing were performed to identify potential pitfalls and optimize resource allocation. In all, every feature was thoroughly tested to ensure flawless functionality and user experience.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Firstly, the AI-driven recommendation solution provided highly accurate, personalized suggestions, improving user satisfaction based on feedback and usage data.

Secondly, the gamification features they introduced led to a boost in user activity and retention rates.

Additionally, the frictionless integration with wearables and the e-commerce platform ensured everything worked flawlessly, providing a smooth and reliable user experience, and as a result, a boosted engagement of 20%

Describe their project management. Did they deliver items on time? How did they respond to your needs?

They kept us regularly updated, delivering results at scheduled intervals. We maintained constant and open communication throughout the project, and everything was delivered on time.

What was your primary form of communication with Honeycomb Software?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Their genuine and active involvement extended beyond the technical aspects of the project to include a deep understanding of our business. They took the time to comprehend the business goals and delivered solutions and features that provided maximum value to both our business and users.

Are there any areas for improvement or something Honeycomb Software could have done differently?

No. The team delivered everything as agreed. We are happy with that.

BACKGROUND

Please describe your company and position.

I am the Owner of Green Nanny LL

Describe what your company does in a single sentence.

Green Nanny LLC integrates existing systems from software to IoT with our intelligent GrowerInTheLoop data & AI platform.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Honeycomb Software to accomplish?

• Create a mobile friendly web application for client document management

SOLUTION

How did you find Honeycomb Software?

LinkedIn

Why did you select Honeycomb Software over others?

• Pricing fit our budget
• Great culture fit
• Good value for cost

How many teammates from Honeycomb Software were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Software Requirements Specification for GrowerInTheLoop Customer Portal:

1. Background and Context: GrowerInTheLoop is a service tailored for the cannabis industry, focusing on cannabis cultivation facilities and growers. The primary audience includes Master Growers, cultivation staff, operations managers, and cultivation facility owners. The service offers a maturity model report to attract customers, aiming to evolve into a platform offering online services, software, and training materials. A critical component of this service is the development of a customer portal. Additional information about GrowerInTheLoop can be found at GrowerInTheLoop.com.
2. Business Requirements for Customer Portal:
   1.  Authentication and Account Management: Clients must be able to register and sign in using their company email, name, and company name. Initial sign-in must be straightforward but must incorporate multi-factor authentication. Clients should have self-service capabilities for password changes and account updates. Clients must have the option to delete their account, which will remove the account from the identity provider (likely Azure Active Directory) without deleting internal information captured in the portal. 
   2. Account Settings and Information Accessibility: Each client account should include complete contact information. The portal should provide two tiers of information: Free services, products, and information accessible to all members. Exclusive content and services for individual clients. Clients should not be able to share their exclusive content in the initial version. The portal should offer downloadable content and applications accessible within the portal. 
   3. Payment Processing: The portal must securely process credit card payments using a major U.S. payment processor (e.g., Stripe). - We chose not to implement this yet. 
   4. Administrator Access and Content Management: Administrators should be able to view client information, excluding sensitive data like passwords and credit card numbers. Administrators must be able to upload content, designate it as free or paid, and receive notifications and transaction details for client purchases.
3. Technical Requirements:
   1. Infrastructure and Development Environment: The portal will be hosted on an Azure Subscription, with access provided to necessary team members. Development should utilize the latest version of .NET in C#, React for client UI elements, and an Azure SQL database.
   2. Architecture and Design: The solution should include both an API and a Web Front End. The software architecture should prioritize extensibility and maintainability. Given the expected user scale, a simple monolithic solution is preferred.
   3. Source Code Management and Deployment: The codebase should be hosted on Azure DevOps, with a project set up and team access provided. Integration with Azure Subscription for CI/CD processes should be leveraged.
   4. Project Management Approach: An agile methodology is preferred, with flexibility regarding daily standups and sprint structures. Emphasis should be placed on documentation and communication of work progress. Dependencies on the availability of the project initiator should not impede progress.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

• Successful User Authentication and Account Management: 
  • Measurable Outcome: Implementation of a user registration and authentication system that enables clients to securely sign in with their company email, name, and company name, and use multi-factor authentication. Success is measured by a user registration completion rate of over 95% and a successful multi-factor authentication rate of over 95%. 
• Effective Account Settings and Information Accessibility: 
  • Measurable Outcome: The portal provides an intuitive interface for clients to access both free and exclusive content. Success can be measured by user engagement metrics, such as the number of downloads and application usage, aiming for at least 80% of registered users actively using the portal monthly. 
• Robust Administrator Access and Content Management: 
  • Measurable Outcome: Administrators should be able to efficiently manage content and view client information, excluding sensitive data. Success is measured by the capability to update content within 24 hours of a request and a system that notifies administrators of significant client activities. 
• Reliable Infrastructure and Development Environment: 
  • Measurable Outcome: The portal is consistently operational and hosted on an Azure Subscription with minimal downtime. Success is indicated by an uptime of 99.9% and the capacity to scale resources within 24 hours in response to demand. 
• Optimal Architecture and Design: 
  • Measurable Outcome: The portal's architecture supports extensibility and maintainability, measured by the time required for feature updates (target: within one week for minor updates) and the time taken to resolve reported issues (target: within 48 hours for critical issues). 
• Effective Source Code Management and Deployment: 
  • Measurable Outcome: A functioning CI/CD pipeline with GitHub integration is established. Success is indicated by the ability to deploy updates with minimal downtime and a deployment error rate of less than 2%. 
• Project Management Efficiency: 
  • Measurable Outcome: The project adheres to an agile methodology with flexibility in management approaches, measured by the completion of planned milestones within set timeframes (target: 90% of milestones met on time) and the quality of documentation and communication (evaluated in periodic reviews).

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Project management was handled well via email and communication through Microsoft Teams. Project status was reported regularly, and detailed project breakdown was tracked and related directly to billing.

What was your primary form of communication with Honeycomb Software?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Honeycomb Software took a deep interest in the project, wanted to understand the business requirements, user requirements, and often made welcomed suggestions around alternative approaches to the implementation and development. Overall, I think they did an excellent job of communicating and letting me know that they understood my intent.

Are there any areas for improvement or something Honeycomb Software could have done differently?

No, every step of the way I was able to make decisions based on great information from the team. This kept the project from going out of scope and over budget.

BACKGROUND

Please describe your company and position.

I am the Creative Director / Founder of tsukat

Describe what your company does in a single sentence.

We are an XR development company that specialize in helping businesses gain a competitive advantage through the transformative power of XR/AI technologies and software development.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Honeycomb Software to accomplish?

• Create a multi-modal RAG application
• Deploy the multi-modal RAG application to the cloud
• Implement a tailored analytical dashboard based on real-time data

SOLUTION

How did you find Honeycomb Software?

• Online Search
• Referral

Why did you select Honeycomb Software over others?

• High ratings
• Pricing fit our budget
• Good value for cost
• Referred to me

How many teammates from Honeycomb Software were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Multimodal RAG Application Scope of Work:

1. Development:
   • Design and develop a multimodal (visual, text, and voice) Recognition-Analysis-Generation (RAG) application tailored to the client's specifications.
2. Integration:
   • Seamlessly integrate the application with existing production systems and databases to ensure smooth data flow and accessibility.
3. Testing:
   • Conduct thorough testing phases, including unit, integration, and user acceptance testing, to ensure robustness and reliability in a production environment.
4. Deployment:
   • Implement the application in the production environment with minimal downtime, ensuring all components are fully functional and optimized.
5. Training:
   • Provide comprehensive training to the client’s team on application usage, troubleshooting, and maintenance.

Deliverables:

1. Multimodal RAG Application:
   • A fully functional, production-ready application capable of processing and analyzing data through visual, text, and voice inputs.
2. Documentation:
   • Complete documentation covering the system architecture, code, user manuals, and maintenance guides.
3. Test Reports:
   • Detailed reports of all testing phases, outlining the methodologies used, test cases, and the outcomes.

Tailored Real-Time Dashboard Scope of Work:

1. Requirement Gathering:
   • Collaborate with the client to understand specific needs and metrics crucial for decision-making.
2. Design and Development:
   • Create a customized real-time dashboard that visually represents data and insights relevant to the client's business operations.
3. Integration:
   • Ensure the dashboard integrates seamlessly with the client's existing data systems for real-time data fetching and display.
4. Optimization:
   • Implement performance optimization strategies to ensure the dashboard functions efficiently, even with complex data sets and real-time updates.
5. User Training:
   • Educate the client's team on navigating, understanding, and utilizing the dashboard effectively.

Deliverables:

1. Custom Real-Time Dashboard:
   • A tailored dashboard providing real-time insights and analytics, designed to facilitate quicker business decisions.
2. Integration Roadmap And System Design:
   • A detailed plan and documentation on how the dashboard integrates with existing systems and data sources.
3. Performance Reports:
   • Analysis and reports detailing the dashboard’s performance, speed metrics, and optimization strategies employed.
4. User Guides:
   • Comprehensive guides and tutorials for the client's team to navigate and utilize the dashboard effectively.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The project is delivered within budget and on time. The multimodal RAG application is fully functional and operating on production. The tailored real-time dashboard decreased the speed of business decision-making.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Honeycomb Software nailed it with our project. They were on the ball, hitting every deadline and keeping things on track. They were super responsive whenever we had questions or changes and sorted things out fast. Their knack for sticking to schedules and being attentive made our project successful. I'd give Honeycomb Software a thumbs-up based on our incredible experience!

What was your primary form of communication with Honeycomb Software?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

One aspect that truly impressed us about Honeycomb Software was their business development team's proactive approach. They went above and beyond by connecting us with their extensive network, which was unique and impressive. This level of openness and collaboration was something we hadn't encountered before with other companies. 
Their managers were remarkably accessible and willing to facilitate connections, making us feel like valued partners. This unique dedication to fostering relationships sets Honeycomb Software apart and greatly contributes to the success of our collaboration.

Are there any areas for improvement or something Honeycomb Software could have done differently?

We didn't come across any areas for improvement; everything was running smoothly and met our expectations. Honeycomb Software is doing a great job in their approach.