Our Work

Production-grade AI systems delivered across research, life sciences, enterprise operations, and local business.

Systematic review and evidence synthesis automation

Life Sciences Research

Systematic Review Automation

Challenge

Manual evidence synthesis across multiple databases — hundreds of papers screened by hand, data extracted into spreadsheets, statistical pooling done manually. Review cycle: 8 weeks per project.

Solution

End-to-end pipeline: automated ingestion and deduplication, AI screening against inclusion/exclusion criteria, structured field extraction, statistical pooling with both fixed-effect and random-effects models, auto-generated compliance documentation and forest plot visualisations.

✓Review cycle: 8 weeks → 1 week (automation handles the mechanical load; human review and sign-off retained)
✓Compliance documentation enforced automatically at every stage
✓Reproducible: identical inputs always produce identical documented output
✓Team capacity: 1 researcher now manages 3× prior review volume

Biotechnology

Bioprinting R&D Pipeline

Challenge

Scaffold topology selection, bioink matching, and viability testing done manually. Each design iteration: 3–5 days of lab time and material cost before a single print was validated.

Solution

Computational pre-print platform: parameterised 3D scaffold mesh generation across multiple topologies; curated bioink matching against cell type and tissue target; cell culture viability simulation; medical image-to-print-ready-mesh conversion pipeline.

✓Scaffold iteration time: 3–5 days → under 30 minutes
✓Physical validation prints reduced by 60%
✓Medical image → print-ready 3D mesh with no specialist software required
✓Bioink matching with tissue-specific scoring across hundreds of formulations

Enterprise multi-system workflow automation

Enterprise Operations

Multi-System Workflow Integration

Challenge

Five disconnected systems — research data, compliance records, and reporting — managed through manual exports and copy-paste. Report assembly: 4–6 hours each, error-prone and non-reproducible.

Solution

Unified integration layer connecting all five systems. Automated data extraction, transformation, and routing pipelines. Live status dashboards replacing manual tracking. On-demand structured report generation pulling from live data.

✓Manual data transfer between 5 systems eliminated entirely
✓Report generation: 4–6 hours → under 10 minutes
✓Real-time status dashboard replaced weekly manual status emails
✓Near-zero data handling errors within 30 days of deployment

SME · Local Business

Local AI Customisation for SMEs

Challenge

Off-the-shelf AI tools — generic, subscription-heavy, cloud-dependent, and not adapted to local workflows, language, or compliance requirements. UAE-based SMEs paying for features they don't use while core operational pain points remain unaddressed.

Solution

Lightweight, local-first AI systems custom-built for each business. Designed to minimise cloud dependency and keep sensitive data within the client's infrastructure wherever possible. Domain-specific training on business data. End-to-end automation of quotation, inventory, document processing, and customer communication — with pricing structured around the actual scope, not generic SaaS tiers.

✓Local-first deployment — cloud usage minimised and scoped only where necessary
✓Quotation, inventory, and document workflows automated end-to-end
✓AI systems trained on the business's own domain — not a generic assistant
✓Operational AI costs significantly reduced vs equivalent SaaS subscriptions

For Local Business

AI Built for SMEs — Not Enterprise Templates

Most AI tools are designed for large organisations with dedicated IT teams. We build the opposite: lean, local, affordable AI systems that fit exactly how your business actually works.

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Local-First Architecture

Designed to run on your infrastructure and minimise cloud dependency. Sensitive data stays within your environment wherever operationally feasible.

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Local Market Adaptation

Workflows, interfaces, and communication systems adapted to your specific business context and the local market you operate in.

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Domain-Specific, Not Generic

Trained on your products, your terminology, your workflow — not a generic assistant.

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Transparent Pricing

Pricing structure — flat-fee, milestone-based, or subscription — is agreed upfront based on the nature of the product or service. No hidden costs.

Built for Your Business

Local-first · Domain-specific · Transparent pricing · Minimal cloud dependency

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