Ship AI Products.NotExperiments.
NeuNov turns proof-of-concepts into production-ready AI systems — deployed, monitored, and built to scale from day one.
Built on industry-leading platforms & tools
Four disciplines. One focused team.
Deep expertise across AI, data, and product engineering — so you work with specialists, not generalists, at every layer of your stack.
AI Engineering
Intelligence, engineered for production
We go beyond chatbot wrappers. Our AI engineers design, train, and deploy custom machine learning models that solve your specific business problem — then maintain them as your data evolves.
- Custom ML model development & fine-tuning
- LLM integration (GPT-4, Claude, Llama)
- RAG architectures & vector databases
- Model monitoring, versioning & retraining
Agentic Solutions
Autonomous systems for real business work
AI agents aren't a buzzword — they're a workforce multiplier. We design multi-agent systems that handle complex, multi-step tasks across your tools and data sources with minimal human oversight.
- Multi-agent orchestration (CrewAI, AutoGen)
- Slack, Teams & Notion integrations
- Document processing & intelligent routing
- Human-in-the-loop oversight design
Data Transformation
Infrastructure that makes data trustworthy
Your team can't make good decisions on bad data. We build the pipelines, warehouses, and quality layers that turn fragmented, unreliable data into a single source of truth.
- Data warehouse design (Snowflake, BigQuery)
- ETL/ELT pipeline engineering (dbt, Airbyte)
- Real-time streaming (Kafka, Kinesis)
- Executive dashboards & BI reporting
Web & Mobile Development
Products people use. Platforms that scale.
We design and ship consumer-grade web and mobile experiences backed by production-grade infrastructure. Every product we build has AI capabilities designed in — not layered on top.
- React & Next.js web applications
- Native iOS & Android (Swift, Kotlin)
- Progressive Web Apps (PWA)
- API design, cloud infrastructure & CI/CD
From first call to production
A repeatable process refined across 50+ projects. Predictable delivery, zero black boxes.
Discovery Call
A 30-minute no-pressure conversation to understand your goals, constraints, and where AI or data creates the most leverage for your business.
We come prepared with questions — not a sales deck. You leave with a clear sense of what's possible and what it takes.
Architecture & Plan
We design your technical architecture, select the right stack, and produce a sprint-by-sprint delivery roadmap with clear milestones and fixed pricing.
No vague estimates. Every phase has defined deliverables, acceptance criteria, and a review gate before we proceed.
Agile Build & Review
Two-week sprints with live progress dashboards and weekly demo calls. You see working software — not status reports — every step of the way.
You're never left guessing. Real-time Slack access to your team, automated test coverage, and a staging environment from day one.
Launch & Scale
Production deployment with monitoring, alerting, and performance baselines in place. Then we iterate — new features, A/B tests, and model retraining as your data grows.
We offer ongoing retainer and SLA options so you have expert support without hiring a full in-house team.
Free · No commitment · 30 minutes
Deep expertise, end to end
Each practice is led by specialists — not project managers handing off to contractors. You get engineers who've solved this exact problem before.
From proof-of-concept to production AI
Most AI projects fail between the demo and deployment. We specialize in closing that gap — designing robust ML pipelines, training models on your proprietary data, and deploying systems that hold up under real-world load.
- Custom model training on your domain data
- LLM fine-tuning & prompt engineering at scale
- AI-powered SaaS product development
- MLOps: CI/CD for model versioning & retraining
AI that takes action, not just answers
Generative AI that only answers questions is only half the value. NeuNov builds agentic systems that act — reading documents, triggering workflows, updating records, and escalating exceptions — across your entire tool ecosystem.
- CrewAI & AutoGen multi-agent orchestration
- Document intelligence & contract extraction
- CRM, ERP & ticketing system integrations
- Audit trails & compliance-ready logging
The infrastructure behind good decisions
Every analytics initiative starts with trustworthy data. We build the end-to-end data stack — from ingestion and transformation to the dashboards your leadership team actually opens every morning.
- Snowflake, BigQuery & Redshift warehouse design
- dbt transformation layer & data modeling
- Real-time event streaming with Kafka
- Looker, Power BI & custom dashboard builds
Polished products, AI-native by design
We design and ship web and mobile applications that stand out in crowded markets — because they're faster, smarter, and more personalized than what your competitors built without AI in the architecture.
- React & Next.js with App Router & edge rendering
- Swift (iOS) & Kotlin (Android) native apps
- In-app AI features: search, recs, assistant
- Performance, accessibility & App Store optimization
Real products, shipped end to end
Live platforms we designed, engineered, and deployed — turning real, messy data into products people actually explore, trust, and use.
AnalyseThisWC26
A live home for real FIFA World Cup 2026 data — explore every player and match, compare squads, and play with a validated multi-model predictor and a Monte Carlo tournament simulator.
Trade War Dashboard
A public platform for exploring tariffs, trade balances and international trade news — interactive country-level analytics paired with a publisher-verified, source-linked news pipeline.
Built by NeuNov Technologies with AI-assisted engineering.
What makes us different
There are hundreds of AI agencies. Here's why the companies that have worked with both come back to us.
AI Engineers, Not AI Consultants
We don't hand you a strategy document. Our engineers write code, train models, and ship working software — every project, every sprint.
Vertical Knowledge, Horizontal Skills
We've built AI and data systems for SaaS, healthcare, finance, logistics, and retail. Industry context shapes every architecture decision we make.
Fixed-Scope, Fixed-Price Sprints
Every sprint is priced before it starts. No surprise invoices, no scope creep excuses. You know exactly what you're getting and what it costs.
Cloud-Native from the Start
We build on AWS, GCP, and Azure with infrastructure-as-code from day one. Your system can handle 10 users today and 10 million without an architectural rethink.
Security & Compliance Built In
SOC 2-aligned practices, encrypted data pipelines, role-based access, and audit logging. We treat your data the way we'd want ours treated.
A Team That Stays Accountable
We maintain a dedicated Slack channel for every client, offer post-launch SLA retainers, and conduct monthly reviews to ensure the system keeps delivering value.
Measured in outcomes, not outputs
We track what actually changed for our clients — not just what we built.
“We'd tried two other vendors before NeuNov. They delivered a working RAG pipeline with 94% retrieval accuracy in six weeks. The other two combined took six months and we still had nothing in production.”
“The AI agent NeuNov built for our contract review process cut our legal team's review time from 4 hours to 22 minutes per document. That's not efficiency — that's a structural change in how we operate.”
“Our data was scattered across five systems and nobody trusted the numbers. NeuNov built a unified Snowflake warehouse in eight weeks. Now our board dashboard auto-updates every morning. Zero manual exports.”
Your next product is an AI product.We help you ship it.
Book a free 30-minute strategy call. Tell us what you’re building — we’ll tell you exactly how we’d approach it.
Sharper thinking on AI & data
Practical guides written by the engineers who build these systems — not content marketers.
5 Signs Your Business Is Ready for a Production AI System
Most companies rush into AI before they're ready. These five indicators tell you when the timing is right — and what to fix if it isn't.
Read articleMulti-Agent Systems vs. Single-Agent: When to Use Each
Agentic AI is not one-size-fits-all. This breakdown covers architectures, cost tradeoffs, and the failure modes most teams don't anticipate until too late.
Read articleWhy Your Analytics Team Doesn't Trust the Data (And How to Fix It)
Bad data culture costs more than bad data tooling. Here's how to diagnose the root cause — and build infrastructure your analysts actually rely on.
Read articleAI Readiness Checklist
12-point self-assessment PDF
LLM Selection Guide
GPT-4 vs Claude vs open-source
Data Stack Blueprint
Modern warehouse architecture guide
Monthly AI dispatch — no fluff
Real case studies, technical breakdowns, and tooling updates. One email, once a month.
Ready to build what’s next?
Tell us about your project. We’ll get back to you within 24 hours with a tailored plan.
Contact Information
What you get
- Free 30-minute strategy call
- No commitment required
- Confidential & secure
- Expert AI consultation