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FAQ

Frequently asked questions

Everything people ask about working with CogniDiv, from the company itself to each service and AI solution.

About CogniDiv

What is CogniDiv?

CogniDiv is a software and AI engineering company that designs and builds custom software, AI agents, RAG chatbots, web platforms, mobile apps and SaaS products. Our tagline is "A step beyond cognition": we combine engineering with applied AI so businesses can think smarter and grow faster.

What services does CogniDiv offer?

CogniDiv offers 8 core software services: UX/UI Design, Custom Software Development, Software Testing, SAAS Development, Enterprise Software Development, Web App Development, Android App Development and iOS App Development.

What AI solutions does CogniDiv build?

CogniDiv builds AI Chatbots & Customer Support, eCommerce Development, Voice Commerce, Customer Segmentation, AI Agents, Agents as a Service, AI Workflows, Generative AI, RAG Chatbots and Sentiment Analysis. Each solution is tailored to the client's data, workflows and systems.

Does CogniDiv build RAG chatbots and AI agents?

Yes. CogniDiv builds retrieval-augmented generation (RAG) chatbots that answer from a client's own data, and autonomous AI agents that use tools and integrate with business systems. We work with models such as Claude, Gemini and GPT, and frameworks such as LangChain and FastAPI.

Can I start with a minimum viable product (MVP)?

Yes. CogniDiv recommends starting with an MVP so you can validate the idea, ship sooner and expand based on real feedback rather than assumptions.

Which technologies does CogniDiv work with?

Our team works with React, Next.js, Angular, Node.js, Python, FastAPI, Laravel, React Native, Flutter, PostgreSQL, MySQL, MongoDB, AWS, Google Cloud, Docker, LangChain, OpenAI, Claude and Gemini, choosing the stack that fits each project's requirements.

What kind of projects has CogniDiv delivered?

CogniDiv has delivered 14+ projects across 10+ industry categories, including VantaBid, OilChain, Product Recommender with Ecommerce Store and AI Marketing Agents Using Natural Human Tone. Browse the full portfolio at https://www.cognidiv.com/our-work.

How do I contact CogniDiv and how fast will you respond?

Email contact@cognidiv.com, call +92 319 529 9939, or use the form at https://www.cognidiv.com/contact-us. We typically reply within 2–4 hours during business hours (Monday – Friday, 9am – 6pm).

Does CogniDiv work with clients remotely or internationally?

Yes. CogniDiv collaborates with clients remotely and has delivered work for clients in countries including Australia and Kenya.

UX/UI Design

How long does a UX/UI design project take?

Project timelines vary based on complexity, but typically range from 4-12 weeks for complete design systems.

Do you provide design systems?

Yes, we create comprehensive design systems that ensure consistency across all your digital products.

Custom Software Development

What technologies do you use for custom software?

We use modern, proven technologies based on your project requirements, including React, Node.js, Python, Java, and cloud platforms.

How do you ensure software quality?

We follow rigorous testing protocols, code reviews, and quality assurance processes throughout development.

Software Testing

What types of testing do you provide?

We provide functional, performance, security, usability, and compatibility testing services.

Do you offer automated testing?

Yes, we specialize in creating robust automated test suites that save time and ensure consistency.

SAAS Development

How long does it take to develop a SaaS application?

SaaS development typically takes 3-9 months depending on complexity and features required.

Do you handle payment processing integration?

Yes, we integrate secure payment gateways like Stripe, PayPal, and others for subscription billing.

Enterprise Software Development

Can you integrate with existing enterprise systems?

Yes, we specialize in integrating new solutions with legacy systems like SAP, Oracle, and custom enterprise applications.

How do you ensure enterprise-level security?

We implement multi-layered security including encryption, access controls, audit trails, and compliance with industry standards.

Web App Development

What's the difference between web apps and websites?

Web apps are interactive applications that run in browsers, offering functionality similar to native apps, while websites are primarily informational.

Can web apps work offline?

Yes, we develop Progressive Web Apps (PWAs) that can cache content and work offline with limited functionality.

Android App Development

Do you develop apps for all Android versions?

We develop apps that support a wide range of Android versions, typically covering 95%+ of active devices.

How do you handle app store submission?

We handle the complete Play Store submission process, including app optimization and compliance with Google policies.

iOS App Development

Do you support both iPhone and iPad?

Yes, we develop universal apps that work seamlessly on both iPhone and iPad with optimized interfaces for each device.

How long does App Store approval take?

App Store review typically takes 1-7 days, and we ensure your app meets all Apple guidelines to avoid rejections.

AI Chatbots & Customer Support

Can the chatbot integrate with my existing systems?

Yes, our chatbots can integrate with most CRM systems, helpdesk software, and e-commerce platforms.

How accurate are AI chatbots?

Our chatbots achieve 95%+ accuracy for common queries and continuously improve through machine learning.

eCommerce Development

Which e-commerce platform is best for my business?

We recommend platforms based on your business size, requirements, and budget. Shopify for quick setup, custom solutions for unique needs.

Do you provide ongoing maintenance?

Yes, we offer comprehensive maintenance packages including updates, security, and performance optimization.

Voice Commerce

Which voice platforms do you support?

We develop for Amazon Alexa, Google Assistant, and Apple Siri to cover the major voice ecosystems.

How secure are voice transactions?

We implement voice biometrics, multi-factor authentication, and secure payment tokenization for transaction security.

Customer Segmentation

What data is needed for customer segmentation?

We analyze purchase history, website behavior, demographics, and engagement data to create meaningful segments.

How often are segments updated?

Segments are updated in real-time or batch processing depending on your requirements and data volume.

AI Agents

Which models power your AI agents?

We build on leading models including Claude, Gemini, and GPT, and select the best fit for your accuracy, cost, and latency requirements.

Can agents securely access our internal tools and data?

Yes. Agents integrate with your APIs and knowledge bases using secure, permissioned access and optional human approval steps.

Agents as a Service

What does "as a service" include?

We handle everything end to end — design, hosting, monitoring, security, and ongoing improvements — so your team can focus on outcomes.

How is it priced?

Pricing is typically usage-based with a predictable monthly plan that scales with the volume of tasks your agents handle.

AI Workflows

Can AI workflows connect to the tools we already use?

Yes. We integrate with CRMs, helpdesks, databases, and hundreds of apps through APIs and automation platforms.

Do workflows run fully automatically?

They can run end to end, or include human approval steps at key points so your team stays in control.

Generative AI

Can generative AI be customized for my industry?

Yes, we fine-tune models with your industry-specific data to ensure relevant and accurate outputs.

How do you ensure content quality and safety?

We implement content filtering, bias detection, and quality assurance processes to ensure safe and appropriate outputs.

RAG Chatbots

How does RAG improve chatbot accuracy?

RAG combines the power of large language models with your specific knowledge base, ensuring responses are both intelligent and factually accurate.

Can RAG chatbots work with my existing documents?

Yes, we can integrate PDFs, websites, databases, and various document formats into your RAG system.

Sentiment Analysis

How accurate is sentiment analysis?

Our models achieve 94%+ accuracy and continuously improve through domain-specific training and feedback loops.

Can you analyze sentiment in multiple languages?

Yes, we support sentiment analysis in 50+ languages with cultural context awareness.