AI Product Development
Company
An evaluation harness catches regressions before release, and guardrails handle the cases the model gets wrong. It's how we run GoodBilling, our own agentic AI platform in production.
Our AI product
development services
so a small senior team ships what used to take a large one.
Choose your cooperation model
Rapid zero-to-one validation sprint
Agent-paired product development
Trusted by
Tackle the risks
upfront
Valaue risk
Find an AI-driven solution users will choose to use and pay for, not a clever demo they try once.
✔A prioritized product roadmap
01Usability risk
Make sure your audience can work with output that is probabilistic, so the interface earns trust instead of eroding it.
✔Designs based on UX research insights
02Feasibility risk
Confirm the data and models the product needs actually exist, and that the use case is buildable with current tools.
✔ Data readiness assessment and technical documentation
03Business viability risk
Check the product fits your budget once the inference and running costs are counted, and works for the business.
✔ Effort estimate & schedule
04
We solve problems,
not just tick boxes
Challenge
An AI feature that works 80% of the time is a demo. The last 20%, meaning the wrong answers, the edge cases, and the drift as data changes, is where users lose trust and churn. Without a way to measure quality and a plan for the failure cases, an AI product stalls right after launch.
01Solution
We define what "good" means during discovery and stand up the evaluation harness early, so every change is measured rather than guessed. Engineers own the failure cases by design, with guardrails, fallbacks, and a human in the loop where the stakes demand it. We model inference and running costs before the build, so the unit economics still hold when usage grows.
02 Custom AI development is about discovery and delivery.
The goal of discovery is to develop the right product. The goal of delivery is to develop a product in the right way.
You can count on us to do both.
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Amazon Web Services - Microsoft Azure
- Google Cloud Platform
- Node.js
- Python
- TypeScript
- React
- Next.js
- Angular
- PostgreSQL
- MySQL
- MongoDB
- ArangoDB
- Terraform
- Kubernetes
- Datadog
- OpenAI
- Claude
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Gemini - Azure OpenAI Service
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AWS Bedrock -
Meta Llama -
Mistral - Hugging Face Transformers
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Deepgram -
ElevenLabs - LiteLLM
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Qdrant - Presidio
- LangChain
- LangGraph
- LlamaIndex
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Pinecone -
Weaviate - pgvector
- PyTorch
- TensorFlow
- scikit-learn
- LangSmith
- AWS SageMaker
AI governance, security,
and compliance at MindK
you can't fully predict, on data you're not allowed to mishandle.
Human oversight of every model decision
Data protection and privacy
Responsible handling of your data and models
Secure, auditable cloud infrastructure
Healthcare compliance and interoperability
EU AI Act readiness
Explore our AI product development process
AI strategy & use-case discovery
Duration: ~ 2 weeks
AI/ML development services start with business problem mapping. We pick the use case where AI earns its place, and define the success metrics and evaluation criteria up front. AI captures meetings, structures requirements, and speeds up market research. We also assess whether your data is ready to support the product. You leave with a plan.
Data & environment setup
Duration: 1–2 weeks
Cloud infrastructure, CI/CD pipelines, security hardening, and monitoring, generated with AI where it's safe to and validated by engineers. We assemble and clean the data and stand up the agent stack that the build will run on.
Iterative delivery
Duration: 2-week sprints
Each sprint ends in a live demo. AI accelerates code generation, debugging, test writing, and documentation, while engineers iterate on prompts, models, and the workflow around them. Engineers own every quality gate and architectural decision.
Evaluation, testing & launch
Duration: 1–2 weeks
Our AI development company scores the product against the evaluation criteria set in discovery, runs AI-assisted UAT and self-healing end-to-end tests, and confirms the guardrails hold. A product manager helps you set the release date and prepare your team.
MLOps & post-launch scaling
Duration: ongoing
AI-assisted monitoring watches for model drift and flags issues before users report them. We retrain and refine on a schedule, so the product keeps improving without a heavy ongoing development bill.
Why MindK
180+ products launched since 2009
Seventeen years of shipping web, mobile, SaaS, and PWA products for startups through enterprises.
We build our own AI products
GoodBilling is ours, in production, processing real claims. The advice you get comes from running an AI product day to day, not from a slide deck about one.
AWS Partnership
We engineer for scale, cost, and security on AWS and Azure. The partnership gives our clients access to AWS resources and support that an unaffiliated shop can't offer.
Speed without losing control
Every agent on a project is paired with a senior engineer who owns architecture, security, and quality.
What
our
clients
say
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Emilie Lindqvist
CEO, Juvo,
NorwayAdmirable degree
of involvement«MindK consistently shows a degree of involvement in the project that is admirable. We all feel like one team.»
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Allison Erickson
Director of Product, The Lactation Network
USA Such quality work in such efficient timing
«I have nothing but great things to say about our partnership with MindK and the solid work they have done and continue to do for the growth of our company. Our rapport is strong which is a reflection of their professionalism, hard work, and great outputs.»
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Al Hariri
Co-Founder, Vitagene
USA Results-oriented and
outcome-driven«I can tell you confidently that they are different from your regular agency that just wants to charge as much money for their work as they can get away with. MindK is completely results-oriented and outcome-driven.»
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Jordan Crone
Chief Experience Officer, Melody
USA Smooth
communication flow«Our project has been going smoother than I could have imagined... It's the first time I've worked with a dev team a distance away that didn't have major (or any, for that matter) hiccups or have things lost in communication. I wish we could snatch them and make them a part of our team.»
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Jens Christian Bang
CEO, Already On
Norway MindK always finds a solution
«We've been successfully cooperating with MindK since 2010. What we were impressed with about people at MindK during all years of partnership — they never give up. We're not worried, as we know that MindK always finds a solution.»
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Ida Groth
Senior Product Manager, Building Materials Company
Norway Responsibility
and proactiveness«It’s so comforting to know that they see the whole picture and take full responsibility. It’s made all of the difference. I was most impressed with their proactiveness.»
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Mark Lange
CMO, Reputation.com
USA A client-first approach
shop«It's been refreshing to work with a team that puts us as a client first no matter the circumstances and goes out of their way to ensure that our needs are not only met but exceeded. I have no reservations in recommending MindK to any business looking for a top-tier team.»
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Per Otto Larsen
Head of CSR Services, CEMAsys.com
Norway High level of detail
and thoughtfulness«The level of detail and thoughtfulness of what they deliver is so good, that a simple explanation of the next idea serves as the basis for them to take it and turn into reality. MindK’s support allows us to focus on core business, product growth and our customers’ needs.»
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Philip Yancey
Partner at Converze Media,
USA A reliable partner
«I appreciate how MindK was able to build such a platform from conference calls, emails and basically a wish list of what our company wanted and needed automated to make Converze a more efficient and effective player in our space.»
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Zaheer Mohiuddin
Co-Founder, Levels.fyi
USA This isn't your typical outsourcing shop
«The quality of work and the interactions with the team felt akin to anyone that I've worked within the Bay Area in technology. MindK's expertise is for real and the bar is high. This isn't your typical outsourcing shop, MindK has top-notch engineers and PMs.»
AI product development services in your industry
AI product development insights
Create an AI product
with MindK
Use our software product development services to release a solution that is worth building.
FAQ
- Do you build AI products, or just use AI to write code faster?
Both, and they’re separate things. As a custom AI development company, we build AI and ML products for clients, and we use AI across our own process to deliver any product faster. Most engagements involve both.
- What does "AI-accelerated development" actually mean in practice?
AI drafts requirements, generates and reviews code, writes tests, and produces release notes at every stage from discovery to support. A senior engineer validates each output, the way any AI ML development company worth hiring should.
- Who owns the code and the models?
You do. The code, the data, and the architecture are yours, not a license you rent from us. That’s the standard we hold ourselves to as an AI software development company. Because model access sits behind an abstraction layer, you can also move between model providers without a rebuild.
- Can you handle HIPAA and other regulated data?
Yes. Our AI software development solutions run on HIPAA-compliant, cloud-native infrastructure behind healthcare products in production, with encryption, access controls, and infrastructure-as-code. We default to model endpoints that don’t train on your data and sign BAAs with model vendors before any PHI is sent. Compliance is built into the foundation rather than retrofitted.
- What pricing models do you use?
We primarily use two engagement models: Time & Material and Fixed Price.
- Fixed Price works best when the project scope is clear from the start and unlikely to change. You get a defined cost for a well-defined outcome.
- Time & Material is a bit more flexible. You pay based on the actual hours worked, which means you can iterate and adapt to changing requirements.
- What happens if my needs change during the project?
Change is normal, and we expect it! We use an Agile approach, which means we build in iterations and constantly seek user feedback.
If something needs to change, we’ll discuss how it impacts the timeline and budget, and make the adjustments together. It’s all about collaboration to ensure we build the product that truly meets your needs.
- What kind of post-launch support does MindK provide?
Post-launch, we offer a few different support options:
- Feature updates, maintenance, performance optimizations, and bug fixes to keep your product running smoothly.
- Training & onboarding for your team.
- Ongoing support packages – from addressing critical issues to proactive monitoring and improvements.