From discovery to a production-grade product — DataToBiz partners with founders and product teams across the world to design, engineer, and scale GenAI, ML, and agentic AI products. 20+ products shipped across 8 countries.
Building an AI product is hard. Building one that ships, scales, and actually drives ROI is rare. Here's what we hear from founders and product leaders every week — and what we fix.
Your data team built something promising — but it's been "almost production-ready" for 9 months.
Senior ML engineers are scarce, expensive, and take 6+ months to recruit in the US, UK, or EU.
Your LLM works in the demo but fails on edge cases. No guardrails, no evals, no confidence.
GDPR in the EU, HIPAA in the US, POPIA in South Africa, PDPL in KSA — most vendors don't think about it.
Whether you're starting with a napkin sketch or scaling an existing AI feature, our cross-functional team takes ownership from idea to shipped product.
Custom LLM-powered apps, copilots, and content generation systems built on OpenAI, Anthropic, open-source, or hybrid stacks.
Retrieval-augmented systems that ground LLMs in your private data — accurate, citeable, and enterprise-safe.
Autonomous and human-in-the-loop agents that execute multi-step workflows across your stack.
Forecasting, classification, recommendation, and computer vision models — trained, deployed, monitored.
Fixed-scope sprint to take a validated idea to a working, demoable product — perfect for fundraising or pilot launches.
Already have AI in production? We rebuild for reliability, lower cost, better evals, and clean MLOps.
Outcome-based engagement. Transparent sprints. Clear handover. We work in your timezone overlap and ship every two weeks.
We map your business goal, users, data, and constraints. You leave with a scoped plan and ROI hypothesis.
Week 1Solution architecture, model selection, UX flows, and a clickable prototype to validate direction before code.
Week 2Two-week sprints with demos every Friday. You see progress, give feedback, steer the product as it ships.
Weeks 3–8Production deploy, MLOps, evals, guardrails. Hand-over to your team — or stay on as a long-term partner.
OngoingA snapshot of products we've co-built with founders, enterprise teams, and scale-ups around the world.
AI credit scoring platform improving lending decisions and reducing defaults.
NLP · Machine Learning · Deep LearningAI talent intelligence platform enabling candidate search across 6,000+ resumes daily.
LLM · RAGAI communication coaching platform providing speech analysis, emotion recognition, and personalized feedback.
NLP · Audio Processing · Deep LearningAI healthcare assistant providing instant medicine information across web, mobile, and messaging.
LLM · RAG · ChatGPT APIAI-powered healthcare assistant enabling real-time patient support, appointment scheduling, and medication reminders through conversational AI.
LLM · NLP · ChatGPT APIAI smart parking platform using computer vision for real-time parking detection.
Compter Vision · NLP · Image ProcessingAI roleplay training platform enabling workplace simulations with real-time feedback.
AI Agents · RAG · LLM · NLPMultilingual AI evaluation platform automating handwritten answer scoring and personalized feedback.
ChatGPT API · Compter Vision · Image ProcessingAI project intelligence platform delivering 100% visibility, 70% automation, and 60% faster approvals.
ChatGPT API · Claude API · AI Agents · LLMAI search intelligence platform enabling multi-LLM orchestration, GEO analytics, and collaboration.
ChatGPT API · AI Agents · LLM · Web DevelopmentAI-powered media intelligence platform automating brief generation and scalable insight delivery.
ChatGPT API · AI Agents · LLM · Web DevelopmentAI media allocation platform automating campaign planning, benchmark analysis, and budget optimization.
ChatGPT API · AI Agents · LLM · Web DevelopmentAI persona intelligence platform enabling multi-model simulations, automated personas, and insights.
ChatGPT API · AI Agents · LLM · Web DevelopmentAI-powered media planning platform optimizing cross-channel reach, budgeting, and performance.
ChatGPT API · AI Agents · LLM · Web DevelopmentAI-powered rider behavior analytics platform enabling video-based emotion detection and insights.
Compter Vision · Image Processing · NLPTell us about your idea — get a free 30-min strategy session with a senior AI architect, plus a fixed-scope quote in the same call.
We structure dedicated overlap hours with your team — whether you're in PST, GMT, CET, AEST, SAST, or AST.
GDPR, HIPAA, SOC 2 controls, EU data residency, KSA PDPL, South Africa POPIA — we operate inside your regulatory frame, not around it.
Watertight NDAs, dedicated teams, secure dev environments. Your code and models are yours, full stop.
You work directly with the people writing the code. Average team experience: 7+ years.
Same calibre engineers, same product quality — without the bay-area or London bill rate.
Fixed-scope MVPs and milestone-based engagements. You pay for shipped product, not timesheets.
If you're evaluating options for your AI build — here's how the real choices compare.
| DataToBiz | In-house hire | US / EU agency | Freelancers | |
|---|---|---|---|---|
| Time to first ship | ✓ 6–8 weeks | ✗ 6–9 months | ~ 3–5 months | ✗ Unpredictable |
| Cost for MVP | ✓ $20k–$30k fixed | ✗ $180k+/yr loaded | ✗ $100k–$250k | ~ $10k–$45k, variable |
| Senior AI engineers | ✓ 7+ yrs avg, 50+ on team | ~ If you can hire them | ✓ Yes | ~ Quality varies |
| Production-grade MLOps | ✓ Built-in | ~ Build it yourself | ✓ Yes | ✗ Rare |
| Compliance & data residency | ✓ GDPR, HIPAA, PDPL, POPIA | ✓ Yours to own | ✓ Yes | ✗ On you |
| IP ownership | ✓ 100% yours | ✓ 100% yours | ✓ 100% yours | ~ Read the contract |
| Risk of project stall | ✓ Low — fixed scope | ✗ High — hiring risk | ~ Medium | ✗ High |
Honest take — if you have a $250k+ budget and need a brand-name on the invoice, a EU/US agency may be better. For everyone else, we'll out-ship them.
30 minutes, one call, a fixed-scope quote — no enterprise sales theatre.
Different problems need different shapes of partnership. Pick the one that fits — or let's design a hybrid together.
Scoped, fixed-budget AI MVP in 6–8 weeks. Working product, evals, demo-ready.
Book scoping call →Embedded AI squad that ships features sprint after sprint. Ramped in 2 weeks.
Book scoping call →Slot senior AI engineers, ML ops, and data scientists directly into your team and stack.
Book scoping call →Senior AI architects review your codebase, evals, and roadmap. Walk away with a clear plan.
Book scoping call →No sales theatre, no juniors hidden behind project managers. The same senior engineers and architects you meet on the discovery call will write the code that ships your product.
CEO & Co-Founder
COO & Co-Founder
Project Manager
Tech Lead - BI
Sr. Azure & BI Consultant
Sr. Power BI Developer
Deep Learning Engineer
Jr. Deep Learning Engineer
Jr. Deep Learning Engineer
Sr. Deep Learning Engineer
Power BI Developer
Founders or a Principal AI Architect on your first call — never a sales rep.
"DataToBiz is a good choice for someone who wants a partner who understands the product journey, requirements, and delivery expectations. They have the experience and agility to understand what’s possible and deliver to the client’s expectations. They‘re really passionate people, and they know what they’re doing. Their commitment separates them from the rest of the competitors in their field."
Book a 30-minute discovery call. We'll map your idea, pressure-test the AI angle, and tell you honestly whether we can help — or who can.
30 min · No prep needed · Confidential
