Frequently Asked Questions

What is InventaCore AI?

A registered AI and software engineering company that designs and builds custom AI agents, LLM applications, machine learning products, data platforms, and custom software for startups and organizations worldwide.

Where are you based?

We are headquartered in Islamabad, Pakistan and deliver software and AI solutions remotely to clients globally.

Who do you work with?

Startups, SMEs, enterprises, NGOs, research organizations, and international business clients requiring applied AI, data engineering, and custom software development.

What core services do you provide?

AI Agent Development, Generative AI & LLM integration, Machine Learning models, Data Engineering, Data Analytics platforms, AI Automation, and Custom Software engineering. View all capabilities at /services.

Can you build custom AI agents and chatbots?

Yes. We architect LLM-powered agents and retrieval systems tailored to your domain data, internal tools, and business workflows using modern orchestration frameworks.

Which engagement models do you offer?

We provide five engagement options: AI Discovery & Strategy, Prototype/POC, MVP Development, Production AI Systems, and Dedicated Engineering Partnerships. Explore details at /pricing.

Which industries do you serve?

Retail, e-commerce, SaaS, manufacturing, healthcare analytics, financial technology, and operations domains needing applied data intelligence or automated workflows.

How are project estimates calculated?

Estimates are based on technical requirements, dataset complexity, model evaluation needs, architectural security, and integration scope. See engagement models at /pricing.

What is the payment structure?

Projects are delivered under defined milestone contracts or monthly retainers as agreed in the project proposal.

Is initial technical consultation available?

Yes. We offer an initial consultation to discuss technical requirements, feasibility, data readiness, and high-level delivery options.

What are the delivery stages?

1) Requirement discovery; 2) Technical & feasibility assessment; 3) Architecture design; 4) Prototype / POC; 5) Full-stack development; 6) Testing & evaluation; 7) Deployment; 8) Ongoing support.

How long do technical projects take?

Timelines depend on scope. Discovery or POC engagements typically take 2-4 weeks, while full product MVPs or production AI systems range from 4-12+ weeks based on complexity.

Will our team receive regular updates?

Yes. We provide sprint check-ins, milestone demos, and direct technical communication via Slack, Teams, or scheduled video calls.

What technology stack do you use?

Python, TypeScript, Next.js, FastAPI, PostgreSQL, BigQuery, Docker, Scikit-learn, PyTorch, LangChain, OpenAI, Anthropic, Google Gemini, and major cloud infrastructure provider tools.

Can solutions be deployed in our cloud environment?

Yes. Solutions can be engineered for deployment within your managed cloud, dedicated private cloud, or customer-controlled infrastructure based on your security policies.

Are Mutual NDAs available?

Yes. Mutual NDAs are available prior to sharing sensitive technical, operational, or business information.

How is code and deliverable ownership handled?

Ownership of custom project deliverables is defined in the signed project agreement, while pre-existing or open-source libraries remain under their respective licenses.

How do we begin a discussion?

Book a consultation at /free-consultation, send a project inquiry at /contact, or email us directly at contact@inventacore.org. Our team responds within 24 hours.