Industry offerings
Industries We Serve. Engineered for Scale.
- Deployed in your own cloud or on-prem
- You own the models and the IP
- Proof of concept in 4–6 weeks
Where we go deepest
Three industries, built out end to end
Each one has production work behind it and pages that show exactly how the pipelines run.
- Real estate AI
Real Estate & PropTech
Listing and deal work, automated
Photos tagged and checked, empty rooms staged, offering memorandums and leases parsed, rents forecast per submarket.
- Construction AI
Construction & AEC
Drawings turned into data
Quantity takeoffs from drawing sets, floor plan and spatial analysis, code compliance checks, scans converted to BIM models.
- Healthcare AI
Health & Wellness
AI that keeps data inside
Private research assistants over proprietary archives, 3D reconstruction from X-rays, personalised nutrition and wellness apps.
Also shipped in
Eight more sectors, same engineering
If the problem involves images, video, documents or time series, we have built something close to it.
Retail and e-commerce
A photo of a shoe matched against 150,000 SKUs in under a second.
Sports and media
Match analytics from video, and golf balls found on-device in long grass.
Industrial safety
Lifting posture analysed from site cameras, with bad bends and twists counted.
Logistics and cold chain
Freezer faults caught by forecasting each unit's own temperature cycle.
Identity and KYC
Passports read, MRZ validated and faces matched in under five seconds.
Design and manufacturing
Customer descriptions turned into mosaic designs and manufacturable tile layouts.
Conservation
Thermal drone patrols against poaching, and species identified in live safari streams.
Marketing and hospitality
Social listening agents, campaign forecasting and visibility in AI search.
Case studies
The same pipelines, different sectors
Six projects, six industries: property photos, pharma research, sport, identity, conservation and cold storage.
Real Estate & PropTechComputer VisionAI Property Image Intelligence for Listing Optimization & Compliance
PropTech founders and real estate leaders understand that property photos are the most critical asset in closing deals. PropTexx needed an automated way to enforce strict listing compliance and extract valuable insights from millions of unstructured real estate images without slow manual review.
- Property features tagged automatically
- 50+
- Compliance violation types detected
- 15+
Health & FitnessGenerative AIPharmaBrain: Private, Air-Gapped LLM for Medical Research
Atacana needed a private, air-gapped LLM deployment: a medical research assistant that answers complex questions over thousands of proprietary news reports and drug discovery updates each day, without any data leaving its own servers.
- Offline, on local servers
- 100%
- Quantized Mixtral 8x7B
- 8-bit
Sports & MediaComputer VisionSoccer Match Analytics & Insights
The aim of this project is to give soccer analytics of matches being played. The goal is to build an AI tool that takes as input a video of a soccer match and then analyzes each player and extracts different analytics. This included: 1. Player and ball detection, 2. Player and ball tracking, 3. Player re-identification, 4. Field detection, 5. Event detection including passes, intercepts, goals etc.
Multi-stage CV pipeline. Real-time event detection. Player re-identification.
Read the case study
Identity Verification & KYC AutomationIntelligent Document ProcessingAI-Powered Passport Verification and Identity Matching
BMedia needed a fast, automated identity verification (KYC) system to replace slow manual passport checks and prevent fraud.
- Data extraction accuracy
- 98%
- End-to-end KYC verification
- <5s
Drone Vision & Wildlife ProtectionComputer VisionDrone-Based Wildlife Monitoring and Anti-Poaching System
Skaapwagter needed a surveillance system capable of detecting animals from drone footage to protect herds from poachers across large areas.
- Thermal detection accuracy at 100m
- 98%
- RGB species classification accuracy at 50m
- 92%
LogisticsPredictive AnalyticsSmart Temperature Anomaly Detection
Monitoring and ensuring appropriate temperatures of stocks such as food items is critical. Variations in temperature can end up damaging the stock. Celsi, a company that provides smart temperature monitoring services, wanted a system for cold storage areas and refrigerators that could automatically raise alarms if the temperature is different than what it should be. This is called anomaly detection.
ML-based time series forecasting. Automated anomaly alerts. Reduced spoilage risks.
Read the case study
Track record
- AI models delivered
- 150+
- API requests served
- 2M+
- Field-level extraction accuracy on typical documents
- 95%+
- Typical proof of concept
- 4–6 weeks
FAQ
Industry and compliance questions
Compliance, reusable components, ROI and how AI lands with your team.
Working in a sector that is not listed? Tell us the problem.
We map technical requirements against the regulations that apply to you (for example HIPAA in healthcare or GDPR for EU operations) and design the deployment around them. Models can run on edge devices, on your own servers or in your private cloud, so sensitive PII or PHI stays inside your perimeter and within your own compliance program.
Yes. Most of our work is custom, but we have reusable components for our focus areas, such as floor plan and drawing analysis for construction and real estate, virtual staging and listing image tagging for PropTech, and private language models for sensitive documents. Starting from these shortens delivery while leaving room for customization.
ROI is measured against operational metrics specific to your industry, such as hours saved on drawing takeoffs in Construction, faster listing workflows in Real Estate, or faster document review in Healthcare. We establish these baselines during the discovery phase.
Our philosophy is 'Human-in-the-Loop'. We design our AI systems to augment your workforce, automating repetitive cognitive tasks so your teams can focus on high-value, strategic work. We also provide full operational handovers to ensure smooth transitions.
Related
Keep exploring
- IndustriesAI for real estateStaging, image tagging, valuation and document AI for brokerages and PropTech platforms.
- IndustriesConstruction and AECDrawing intelligence for estimators, builders and compliance teams.
- IndustriesHealthcare AIPrivate LLMs, medical imaging and wellness AI built for sensitive data.
- Computer visionAll solutionsEvery AI solution we build, by industry and capability.
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Tell us what you want to automate. The first call is a 30-minute working session with an engineer, not a sales pitch.
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