AI StrategyDec 2024
Why your AI project keeps failing (and how to fix it)
It's not the technology. It's the gap between the demo and your actual workflow.
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Based in South Africa, working globally
Your data shouldworkas hard as you do.
Veldwise helps small businesses and impact organizations turn messy data into clear decisions—without the enterprise price tag or the buzzword bingo.
The reality
You don't need more dashboards. You need answers.
Every week there's a new AI tool promising to revolutionize your business. Meanwhile, your actual data sits in spreadsheets that don't talk to each other, and that "quick report" still takes three days.
We've spent years watching organizations—from impact-driven NGOs to growing startups—struggle with the same pattern: too many tools, not enough clarity.
That's what we fix.
10+
Years experience
across industry
50+
Data sources
integrated
5
Continents
served
0%
Data loss
across projects
What we do
View all servicesPractical help, not PowerPoints
Data & AI Strategy
No fifty-page decks gathering dust. We work with you to build a clear roadmap: what to build, what to buy, and what to ignore entirely.
- AI readiness assessments
- Technology roadmaps
- Build vs. buy decisions
Cloud Infrastructure
Architecture for scalable foundations that grow with you—without the surprise bills.
Spatial Intelligence for Impact
Impact organizations operate where infrastructure ends. We build systems designed for "low connectivity means no connectivity" realities—offline-first data collection, spatial analytics, and real-time coordination. From environmental monitoring to humanitarian logistics, we build field-ready systems for any domain.
Learn moreData Engineering
The unsexy but essential work. Connecting your systems, cleaning your data, building pipelines that don't break at 2 AM.
ETL PipelinesData WarehousesReal-time Sync
AI & Machine Learning
Practical AI that solves actual problems. Not chatbots for the sake of chatbots—real automation that saves time and money.
LLM IntegrationPredictive AnalyticsComputer Vision
Project Spotlight
Proxim: Operational Intelligence
A proprietary spatial-semantic engine built to solve a specific problem: field operations generate messy data that traditional databases can't link together.
proxim.veldwise.com
Semantic Alert
Incident pattern detected in Sector 4.
Just now • 92% Confidence
FastAPINeo4j Graph+VectorOpenAIPostGISRedis
The Challenge
Field teams generate disconnected data—radio logs, messaging apps, and sensor pings. A traditional database can't easily link a "suspicious activity" text message to an "infrastructure breach" found 2km away and 4 hours later.
The Solution: Geo-semantic Analysis
We built Proxim, a knowledge graph engine that combines vector search with spatial reasoning. It ingests unstructured data, places it on a 3D map, and links events based on proximity in both space and time.
Key Capability: Semantic Alerts
Instead of hard-coded rules, users define alerts in natural language.
"Alert me if there is evidence of security incidents."
→ MATCH FOUND (0.82): "Unauthorized access detected near North Gate."
→ MATCH FOUND (0.82): "Unauthorized access detected near North Gate."
AboutMore about our approach
Technology should feel like a tool, not a headache.
We are a team of technologists and strategists who have spent the last decade at the intersection of advanced tech and the practical question: 'How do we actually make this work?'
Our collective background spans high-pressure enterprise analytics environments and impact-driven organizations. These diverse experiences have taught us one shared truth: good technology disappears into the background. It just works.
Veldwise exists because we believe small organizations & impact-driven work deserve the same quality of data solutions as the giants—adapted to their reality, priced for their budgets, and built to last.
"I think a lot about what it means for something to actually be useful. Not impressive. Not innovative. Just quietly, reliably useful. That's harder than it sounds, and it's more valuable than most people realize."
NM
Nicholas Markram
Founder & Principal Consultant
Insights
All articlesLatest thinking
Data EngineeringNov 2024
Data pipelines for teams of one
You don't need Airflow. You might not even need a database. Here's what you actually need.
Read article →
Impact TechNov 2024
Field data collection that works offline
Lessons from building systems for remote operations with spotty (or no) connectivity.
Read article →
Ready to make your data work?
Let's have a conversation—no pitch deck, no pressure. Just an honest look at where you are and where you could be.