Agix Technologies

BACKGROUND

Please describe your company and position.

I am the CFO of a banking institution.

Describe what your company does in a single sentence.

Our purpose is simple: to be the most trusted SME business bank in Australia. As Australia’s only challenger bank purpose-built for small and medium businesses, we exist to help you secure the lending you need and the service you deserve to support and grow your business. Our relationship model places a priority on highly skilled, knowledgeable and imaginative relationship bankers who take the time to get to know you and your business.

We work with you to provide banking expertise based on a deep understanding of your business’s opportunities and potential. We welcome your contributions to our page.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Agix Technologies to accomplish?

• To deploy a functional MVP (Minimum Viable Product) Finance AI Agent that reduces the time Relationship Bankers spend drafting SME credit memos from several hours to under 15 minutes, by safely integrating unstructured meeting telemetry with historical data.

SOLUTION

How did you find Agix Technologies?

Online Search

Why did you select Agix Technologies over others?

Pricing fit our budget

How many teammates from Agix Technologies were assigned to this project?

2-5 Employees

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

Agix Technologies was engaged to deliver a focused Finance AI Agent MVP—the SME Credit Memo AI Copilot—strictly within the pilot sandbox. Scope covered:

• Ingestion of unstructured text and audio-derived transcripts (meeting notes/call summaries).
•  Automated entity extraction of financial metrics, loan purpose, and security assets.
• Secure context grounding against a mock/isolated data layer that mimicked our Snowflake endpoints without any production connectivity.
• Generation of a complete structured draft credit memo in Word/PDF format that adhered exactly to approved templates.

RESULTS & FEEDBACK

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

In the Month 3 pilot involving eight Relationship Bankers processing 47 historical SME loan files:

• Average time to produce a usable first-draft credit memo fell from 3.8 hours to 11.4 minutes.
•  Entity extraction accuracy reached 89% on financial metrics, 92% on loan purpose statements, and 86% on security assets when scored against human-annotated ground truth.
•  94% of generated drafts required only light human editing (primarily risk commentary) before committee submission; zero drafts needed full reformatting to meet template standards.
•  Bankers reported a 70% reduction in cognitive load associated with memo preparation, measured via post-pilot survey.

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

Project management used Jira for sprint tracking and acceptance criteria, Slack for real-time technical discussion (dedicated private channel with daily async stand-ups), and weekly 30-minute video checkpoints.Communication was precise, security-conscious, and documentation-heavy, every prompt iteration and schema decision was logged in a shared Confluence space.

What was your primary form of communication with Agix Technologies?

• Virtual Meeting
• Email or Messaging App

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

What i can say i find impressive about agix technologies is their commitment to deliver a premium result  aad their communication skills as well.

Are there any areas for improvement or something Agix Technologies could have done differently?

Not at all. They're good at what they do.

BACKGROUND

Please describe your company and position.

I am the Founder of a private learning academy

Describe what your company does in a single sentence.

Private Learning Academy Specializes in Cambridge Secondary Education. Committed to helping students to improve their learning and ace their IGCSE and A-Level examinations through personalized and customized teaching. Provide alternative education options for those parents who homeschooled their children or school transition may it be from private, international, or government school.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Agix Technologies to accomplish?

• We needed an automated system that could instantly grade open-ended responses, identify precise learning gaps, and generate branded 12-week personalized study plans — while reducing teacher workload and giving parents immediate, data-driven assessment reports.

SOLUTION

How did you find Agix Technologies?

Online Search

Why did you select Agix Technologies over others?

Pricing fit our budget

How many teammates from Agix Technologies were assigned to this project?

2-5 Employees

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

Phase 1: Knowledge Ingestion & Prompt EngineeringIngesting the Cambridge IGCSE curriculum guidelines, syllabus frameworks, and grading rubrics for top subjects.

Fine-tuning prompt chains to ensure the AI grades open-ended text answers accurately and consistently.

Phase 2: Custom Document & PDF Report EngineBuilding an automated document generation pipeline that takes the AI's data gap analysis and structures it into a branded PDF.

Designing the "Student Potential Assessment Report" template for parents.

Phase 3: Administrative Dashboard & IntegrationCreating a lightweight internal web dashboard for our instructors to upload diagnostic tests and review generated plans.

Integrating via webhook with their primary communication or CRM tools (e.g., WhatsApp Business API or email) to instantly forward reports.

Phase 4: QA, Testing, & Teacher OffloadingConducting rigorous validation checks to ensure the AI's grading aligns perfectly with human teacher evaluations.

Training the our administrative staff and tutors on how to interpret and override the agent's plans if necessary.

RESULTS & FEEDBACK

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

The system went live on schedule at the end of the three-month engagement. Teacher time spent on initial diagnostic grading and study-plan creation has dropped by approximately 80 percent, freeing instructors to focus on actual teaching and student support. Parent conversion rates have improved noticeably; families now receive a professional, data-backed assessment report within minutes of submitting a diagnostic test, which has strengthened confidence in our onboarding process and shortened the decision cycle.

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

From a project-management standpoint the team was structured and reliable. Weekly progress reviews, clear milestone tracking, and prompt responses to technical questions kept the work moving steadily. Deliverables in each phase were completed on time, and the final handover included solid documentation and training sessions that allowed our staff to operate the system independently.

What was your primary form of communication with Agix Technologies?

• Virtual Meeting
• Email or Messaging App

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

What stood out most was their domain sensitivity. They treated the Cambridge IGCSE rubrics and grading consistency with real care rather than treating the problem as a generic NLP exercise. The prompt engineering and validation process against human teacher scores gave us confidence that the agent’s outputs were academically sound.

Are there any areas for improvement or something Agix Technologies could have done differently?

One minor area for improvement was the early alignment on the exact PDF report layout and branding guidelines; a few additional design iterations were needed in the second month before the template was finalized. Once those details were locked, progress accelerated and remained smooth through deployment.

BACKGROUND

Please describe your company and position.

I am the Managing Director of Gaia Group SE

Describe what your company does in a single sentence.

Marketing agency specialized on POS communication using tools of sensory marketing and cutting edge technologies.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Agix Technologies to accomplish?

• We approached Agix Technologies to design AI agents that could assist with campaign coordination and internal reporting. Our aim was to introduce intelligent support into daily operations without disrupting existing workflows. We were looking for a solution that could scale with project volume and adapt to changing client requirements.

SOLUTION

How did you find Agix Technologies?

Clutch Site

Why did you select Agix Technologies over others?

• Great culture fit
• Good value for cost
• Company values aligned

How many teammates from Agix Technologies were assigned to this project?

2-5 Employees

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

The collaboration began with a review of our operational structure and communication flow. Based on that, they developed AI agents configured to support task tracking, structured summaries, and response drafting.

Deliverables included:

• Customized AI agents aligned with our internal processes
• Integration into selected tools used by our teams
• Testing phase with scenario-based validation
• Refinement based on live usage feedback

The implementation was gradual rather than a single deployment.

RESULTS & FEEDBACK

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

We saw improved internal coordination and faster preparation of campaign documentation. The AI agents reduced dependency on manual compilation of information across departments.

This contributed to better time allocation across strategic initiatives.

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

The engagement was organized around practical milestones. We had review sessions where performance was evaluated against real use cases.

When adjustments were needed, particularly around output formatting, they were handled promptly. Timelines were respected and communication remained clear throughout.

What was your primary form of communication with Agix Technologies?

• Virtual Meeting
• Email or Messaging App

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

They focused on building something functional rather than overly complex. The agents were designed to be usable from day one, which supported adoption across teams.

Are there any areas for improvement or something Agix Technologies could have done differently?

As usage grows, more advanced customization options could be valuable, but the foundation they delivered is stable and aligned with our operational goals.

BACKGROUND

Please describe your company and position.

I am the CEO & Co-Founder of Bacfarm

Describe what your company does in a single sentence.

Bacteria are the new fronteer of farming. Bacfarm, thanks to its patented technologies, is able to exploit high value-added biomolecules from microbes, starting from Deinoxantin, "the new king" of carotenoids.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Agix Technologies to accomplish?

• We partnered with Agix Technologies to explore how AI agents could support data handling and internal knowledge workflows within our research-driven environment. The goal was to reduce time spent organizing information and responding to recurring internal queries. For us, the priority was accuracy and structured outputs rather than speed alone.

SOLUTION

How did you find Agix Technologies?

Online Search

Why did you select Agix Technologies over others?

• Great culture fit
• Good value for cost

How many teammates from Agix Technologies were assigned to this project?

2-5 Employees

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

The engagement included an assessment of our existing processes, identification of automation points, and development of AI agents configured around our documentation and reporting structure.

Key deliverables included:

• Custom AI agents trained on our internal logic
• Integration with selected collaboration tools
• Controlled testing phase before wider rollout
• Guidance on usage boundaries and monitoring

The work was tailored to a scientific and research-oriented context.

RESULTS & FEEDBACK

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

We observed improved internal organization of information and reduced manual consolidation of data across teams. The AI agents now assist in summarizing inputs and structuring responses, which has streamlined coordination.

It allowed our team to dedicate more attention to research and development activities.

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

The project was structured in clearly defined stages, beginning with discovery sessions to understand our operational environment. Communication was direct and focused, which helped move efficiently through iterations.

They were particularly attentive when we raised concerns about data interpretation and output consistency.

What was your primary form of communication with Agix Technologies?

• Virtual Meeting
• Email or Messaging App

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

Their ability to adapt AI tools to a research context stood out. They demonstrated an understanding that biotechnology environments require precision and controlled implementation rather than broad automation.

Are there any areas for improvement or something Agix Technologies could have done differently?

None. The collaboration was thoughtful and aligned with our expectations.

BACKGROUND

Please describe your company and position.

I am the CEO of BSC SPA

Describe what your company does in a single sentence.

Our company represents the Corporate Gift Division of all major fashion and design brands featured in our portfolio.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Agix Technologies to accomplish?

• We engaged Agix Technologies to develop AI agents that could automate repetitive operational tasks within our marketing workflows. The main objective was efficiency reducing manual coordination and response time while maintaining quality control. As a marketing services company, speed and consistency directly impact client satisfaction, so we were looking for practical automation, not experimentation.

SOLUTION

How did you find Agix Technologies?

Clutch Site

Why did you select Agix Technologies over others?

• Pricing fit our budget
• Good value for cost

How many teammates from Agix Technologies were assigned to this project?

2-5 Employees

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

The engagement focused on designing and deploying customized AI agents tailored to our internal processes. This included:

Process analysis and identification of automation opportunities
Development of AI agents aligned with our workflow structure
Integration with existing tools and systems
Testing, refinement, and deployment support

The solution was built around our operational model rather than a generic template.

RESULTS & FEEDBACK

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

We experienced a noticeable reduction in time spent on repetitive coordination tasks. Internal turnaround improved, and our team was able to reallocate effort toward higher-value strategic work.

The AI agents now operate as part of our daily workflow rather than as a separate tool.

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

The project was handled in defined phases with clear checkpoints. They first focused on understanding our processes before proposing implementation steps.

Adjustments were made during testing as we refined use cases, and their team responded quickly when we flagged edge cases or output inconsistencies. Delivery milestones were respected.

What was your primary form of communication with Agix Technologies?

• Virtual Meeting
• Email or Messaging App

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

Their approach was pragmatic. Instead of overselling AI capabilities, they focused on building solutions that matched real operational needs.

They prioritized reliability and usability over unnecessary complexity.

Are there any areas for improvement or something Agix Technologies could have done differently?

None. The implementation met our expectations and delivered clear operational value.

BACKGROUND

Please describe your company and position.

I am the Director of New Wine

Describe what your company does in a single sentence.

New Wine is a movement of churches working together to change the nation through a network of church leaders, summer conferences, training events and resources.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Agix Technologies to accomplish?

• We hired Agix Technologies to design and implement an agentic AI system to support resource and community management across our network of churches and leaders. Our goal was to provide easier access to training materials, automate responses to common enquiries, and improve communication at scale while maintaining a personal, relational experience. We also aimed to reduce administrative workload and gain better insight into engagement across our community, allowing our team to focus more fully on our mission.

SOLUTION

How did you find Agix Technologies?

Clutch Site

Why did you select Agix Technologies over others?

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

How many teammates from Agix Technologies were assigned to this project?

2-5 Employees

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

Agix Technologies delivered an end-to-end agentic AI solution, including discovery, system design, AI development, testing, and deployment. Key deliverables included an AI-powered assistant to manage and personalise access to resources, automate responses to community enquiries, and support leader communications. They also implemented intelligence layers for data insights, workflow integration, and ongoing optimisation to ensure the system scaled effectively with our growing network.

RESULTS & FEEDBACK

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

The AI system significantly reduced manual administrative tasks and response times, allowing our team to support more leaders with less effort. Access to resources became faster and more personalised, increasing engagement across our network. We also gained clearer insights into usage patterns and community needs, enabling more informed decisions and improved allocation of time and resources.

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

Agix Technologies demonstrated clear and effective project management throughout the engagement. Deliverables were completed on time, with well-defined milestones and regular progress updates. They were highly responsive to our feedback, flexible with evolving requirements, and proactive in proposing improvements, ensuring the solution stayed aligned with both our operational needs and mission.

What was your primary form of communication with Agix Technologies?

Email or Messaging App

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

What impressed us most was Agix Technologies’ intelligence-layer approach and their ability to apply AI in a practical, mission-focused way. Rather than offering generic AI tools, they designed a system that integrated naturally into our workflows and community interactions. Their strategic thinking, technical depth, and genuine understanding of our values made them a trusted long-term partner.

Are there any areas for improvement or something Agix Technologies could have done differently?

Overall, we were very pleased with Agix Technologies’ work. Earlier visibility into some advanced AI capabilities could have accelerated adoption, but these were introduced smoothly in later phases. Their openness to feedback and commitment to continuous improvement ensured the project delivered lasting value.

BACKGROUND

Please describe your company and position.

I am the Digital Marketing Strategist of Amplework Software

Describe what your company does in a single sentence.

Amplework Software is a technology solutions company specializing in custom software development, mobile applications, and AI-driven innovations that help businesses scale efficiently.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Agix Technologies to accomplish?

• We hired Agix Technologies to design and develop a customized AI voice agent that could automate customer interactions, improve response efficiency, and reduce the workload on our support team.

SOLUTION

How did you find Agix Technologies?

• Online Search
• Referral

Why did you select Agix Technologies over others?

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

How many teammates from Agix Technologies were assigned to this project?

6-10 Employees

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

Agix Technologies was engaged to design, develop, and deploy a custom AI-powered voice agent for Amplework Software. The project aimed to enhance our customer interaction capabilities by automating routine queries, improving response times, and providing a seamless conversational experience. The engagement covered the full AI development lifecycle, including: Requirement Analysis & Solution Design: Understanding our business needs, defining user scenarios, and designing the voice agent architecture. Natural Language Processing (NLP) Implementation: Developing and fine-tuning NLP models to understand and respond accurately to customer queries. Voice Integration: Implementing speech recognition and text-to-speech functionality to ensure natural, human-like interactions. Backend & API Integration: Integrating the voice agent with existing systems, databases, and applications for seamless functionality. Testing & Quality Assurance: Conducting rigorous testing to ensure accuracy, reliability, and user-friendliness. Deployment & Support: Deploying the solution across platforms and providing ongoing support and maintenance. Key Deliverables: A fully functional AI voice agent capable of handling customer queries efficiently. Integration with our existing CRM and backend systems for data-driven responses. Detailed technical documentation and user guides for internal teams. Training sessions for staff to maximize adoption and usage of the AI voice agent. Ongoing support and updates post-deployment. This comprehensive approach ensured the project was delivered on time, met all objectives, and significantly improved our customer engagement workflow.  

RESULTS & FEEDBACK

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

The AI voice agent developed by Agix Technologies delivered significant and measurable improvements for Amplework Software:

Increased Efficiency: Automated handling of routine customer queries reduced manual support workload by over 40%, allowing staff to focus on more complex tasks.

Improved Response Time: Average customer response time decreased from several minutes to under 15 seconds, enhancing the user experience.

Higher Accuracy: NLP and voice recognition ensured over 90% query accuracy, minimizing misunderstandings and follow-ups.

Enhanced Customer Satisfaction: Positive feedback and engagement metrics increased, demonstrating smoother and more efficient customer interactions.

Scalability: The solution can handle multiple simultaneous interactions without degradation in performance, supporting business growth.

These outcomes highlight the effectiveness of the AI voice agent and the technical expertise of Agix Technologies in delivering a reliable, high-performing solution.

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

Agix Technologies demonstrated excellent project management throughout the engagement. They followed a structured development process with clearly defined milestones, ensuring deliverables were met on time and within scope. Communication was proactive and responsive; the team consistently listened to our needs, provided timely updates, and incorporated feedback efficiently. Their ability to adapt to changing requirements and suggest improvements reflected a high level of professionalism and client-centric approach, making the collaboration smooth and effective.

What was your primary form of communication with Agix Technologies?

Virtual Meeting

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

What stood out most about Agix Technologies was their deep expertise in AI and voice technologies combined with a highly client-focused approach. They not only delivered a technically robust AI voice agent but also took the time to understand our business needs, suggest innovative improvements, and ensure the solution was tailored for maximum impact. Their ability to blend technical excellence with practical business insights made the collaboration truly unique and highly valuable.

Are there any areas for improvement or something Agix Technologies could have done differently?

While our experience with Agix Technologies was overwhelmingly positive, one area for potential improvement could be more frequent progress updates during the early stages of development. Providing slightly more detailed interim reports could help clients track smaller milestones and see incremental progress. Overall, the team was highly responsive and adaptive, and this minor adjustment could make an already excellent process even smoother.

BACKGROUND

Please describe your company and position.

I am the Co-Founder of Emerge

Describe what your company does in a single sentence.

Emerge is the fastest, smartest way to manage business money in New Zealand. We're building the financial toolkit Kiwi businesses actually need—without the paperwork, branch visits, or broken legacy systems.
Open an account in minutes, issue virtual and physical cards to your team instantly, and manage spending with real-time controls, notifications, and powerful integrations like Xero. Whether you're a startup, an agency, or a fast-growing SME—Emerge helps you save time, stay in control, and get back to what you do best. No monthly fees. No nonsense. Just business banking the way it should be.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Agix Technologies to accomplish?

Our goal was clear: deploy an autonomous Workflow AI Agent tightly integrated with the Emerge Marketplace API that could cut response times for missed tracking milestones by 80% and improve spot-load matching throughput while keeping the same operations team size.

SOLUTION

How did you find Agix Technologies?

Online Search

Why did you select Agix Technologies over others?

Pricing fit our budget

How many teammates from Agix Technologies were assigned to this project?

2-5 Employees

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

We engaged AGIX Technologies to design, build, and deploy the Workflow AI Agent. The scope covered four main areas:

• Secure API integration and data ingestion connecting the agent to our quote management, real-time tracking, and chat history systems.
• Intelligent exception tracking that continuously monitors load status and automatically flags missed check-ins or offline tracking.
• An automated communication loop using natural language through our existing chat tools to prompt drivers, update shippers, or query the network for alternative capacity.
• A human-in-the-loop operations dashboard so dispatchers could review, approve, or override agent recommendations for re-routing or rate adjustments.

RESULTS & FEEDBACK

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

The project delivered measurable impact. In the live pilot we observed response times for missed carrier tracking milestones reduced by roughly 80%, consistent with the original success metric. Spot-load matching throughput increased without any addition to our operations headcount. The agent handled exception detection and initial outreach reliably, while the human-in-the-loop dashboard gave our team the control they needed.

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

Project management was structured and transparent. AGIX maintained clear weekly checkpoints, documented decisions, and met the agreed phase gates. Communication was consistent and professional; they responded promptly to questions and adjusted technical approach when we surfaced new edge cases from our live data.

What was your primary form of communication with Agix Technologies?

• Virtual Meeting
• Email or Messaging App

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

What stood out most was their ability to combine solid AI agent architecture with practical logistics domain understanding. They avoided over-engineering, leveraged existing frameworks efficiently within the $35,000 budget, and delivered a production-ready pilot that our operations team could actually use day-to-day. The human-in-the-loop safeguards were thoughtfully designed and required minimal training on our side.

Are there any areas for improvement or something Agix Technologies could have done differently?

One minor area for improvement was the initial onboarding and knowledge-transfer documentation. The first week required a few extra clarification calls to fully align on our internal data structures and chat history formats. Once that alignment was complete, execution moved smoothly. A slightly more structured kickoff packet or earlier access to sample data schemas would have accelerated the discovery phase.

BACKGROUND

Please describe your company and position.

I am the CEO of Circit

Describe what your company does in a single sentence.

Circit is the independent evidence platform where audit intelligence begins with verified evidence. Built on a regulated network of trusted data sources, Circit verifies audited entity records at speed, giving firms the foundation to double their audit capacity.

Three products power the Circit platform: Confirm manages third-party confirmations for every balance-sheet position on the Circit network, Verify structures cash transaction data across every bank, enabling trusted client insights and AI-powered procedures and Engage consolidates data ingestion, document review, and entity collaboration into a single white-labelled workflow. 

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Agix Technologies to accomplish?

• reduce the percentage of documents that needed full manual review, keep client financial data fully compliant with GDPR and related privacy rules, and deliver a production-ready system within a fixed 12-week window.

SOLUTION

How did you find Agix Technologies?

Online Search

Why did you select Agix Technologies over others?

Pricing fit our budget

How many teammates from Agix Technologies were assigned to this project?

2-5 Employees

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

Their team consisted of one project manager, two AI/ML engineers focused on the LangGraph-based reasoning core, one integration specialist, and a part-time security reviewer. They mapped ingestion pipelines for PDFs, Excel, and CSVs, selected and implemented the agent framework, built the parsing and schema-matching tools, added autonomous messaging for failed validations, connected everything to our mock Circit environment, and delivered documentation plus vulnerability scanning.

RESULTS & FEEDBACK

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

The agent was handed over on schedule at the end of week 12. In the first six weeks of internal testing and limited production use it correctly flagged formatting and missing-data issues on approximately 78 % of the documents that previously required full manual review, allowing auditors to focus only on the exceptions. Token consumption was reduced through context-window optimization, and the human-in-the-loop overrides functioned as specified. All GDPR and privacy boundaries were maintained; no data left the approved environment.

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

From a project-management standpoint the engagement stayed within the €35,000 budget. The team used Jira for sprint tracking and Slack for daily communication, with formal milestone reviews at weeks 2, 6, 9, and 12.

Early architecture discussions took a few extra days longer than planned while both sides aligned on the exact compliance map, but once that was locked the remaining phases progressed without further schedule slippage. Deliverables matched the agreed milestones: approved technical architecture, functional reasoning loop, verified sandbox extraction, and final security sign-off.

What was your primary form of communication with Agix Technologies?

• Virtual Meeting
• Email or Messaging App

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

What stood out was their disciplined approach to building a maintainable stateful agent rather than a brittle collection of prompts, together with the clear audit-trail logging they included from the start.

Are there any areas for improvement or something Agix Technologies could have done differently?

One area that could be tightened next time is earlier joint walkthroughs of edge-case document sets with our internal audit team; a handful of unusual bank-statement formats required minor post-handover adjustments that might have been caught sooner. Overall the system met the operational goals we set and has reduced the manual validation load as intended.

BACKGROUND

Please describe your company and position.

I am the CEO of Acuru (formerly Examfly)

Describe what your company does in a single sentence.

Acuru (formerly Examfly) is an AI-powered professional learning platform built for firms operating in complex, regulated environments. We help organisations in accounting, law and financial services develop strong technical foundations and professional judgment through modern, applied learning. Trusted by leading professional services firms, Acuru is designed to support the development of future-ready professionals in an AI-driven workplace.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Agix Technologies to accomplish?

• We needed to scale our content pipeline for high-stakes professional exam preparation without sacrificing accuracy.

SOLUTION

How did you find Agix Technologies?

Online Search

Why did you select Agix Technologies over others?

Pricing fit our budget

How many teammates from Agix Technologies were assigned to this project?

2-5 Employees

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

AGIX Technologies delivered a complete RAG-powered Generative AI Text Engine across four phases. Phase 1 established secure document parsing pipelines for complex PDFs and text sources, implemented advanced chunking, and embedded content into a secure vector database. Phase 2 built the core retrieval system on open-source LLMs (Llama 3 / Mistral) with deterministic prompt templates optimized for professional-grade multiple-choice and open-ended case studies. Phase 3 added structural validation layers (including NeMo Guardrails) and an automated evaluation framework tested against real past exam papers to enforce zero factual deviation. Phase 4 delivered secure low-latency REST APIs for integration with our existing EdTech frontend, full technical documentation, model weights, and a 30-day post-launch optimization window. The team handled end-to-end engineering, prompt specialization for financial and legal reasoning, guardrail implementation, API development, and QA.

RESULTS & FEEDBACK

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

The engine met the core objective of generating hyper-accurate exam questions, interactive case studies, and feedback grounded exclusively in official regulatory sources. Accuracy exceeded the 98% baseline established during guardrail tuning, with hallucinations effectively eliminated through the validation layers.

Content production capacity scaled significantly, allowing us to expand our question and case-study library far faster than manual methods while maintaining compliance-grade reliability. The REST APIs integrated cleanly with our frontend, and the system was production-ready at handoff.

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

Scheduling adhered closely to the 12-week plan with clear milestones and deliverables at each phase. Communication was consistent and responsive; the team used structured updates and collaborative tools to keep progress transparent. Issues were raised early and resolved promptly, and the 30-day post-launch window provided smooth optimization support.

What was your primary form of communication with Agix Technologies?

• Virtual Meeting
• Email or Messaging App

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

Deep technical execution on RAG pipelines, anti-hallucination guardrails, and domain-specific prompt engineering for accounting and legal content stood out. The team translated complex regulatory requirements into a reliable, production-ready system and delivered thorough documentation and clean API handoff.

Are there any areas for improvement or something Agix Technologies could have done differently?

Minor refinements in early-phase documentation cadence and slightly tighter alignment on intermediate prototype feedback loops would have made an already strong process even smoother.