Fixing the Enterprise AI Crisis
85-95% of enterprise AI implementations fail. We're building the solution.
Conductus Labs is a UK-based AI application layer company developing human-centric, cost-efficient platforms that deliver the reliability enterprises need—without the black box.
The Enterprise AI Crisis
Why Enterprise AI Fails
- Black Box Decision-Making: Teams can't understand why AI made specific decisions
- No Human Oversight: Full automation without checkpoints creates liability risks
- Generic Models: Trained on broad datasets, not your specific business domain
- Prohibitive Costs: Significantly more expensive than necessary due to inefficient architectures
A Different Approach to Enterprise AI
At Conductus Labs, we believe AI should augment human expertise, not replace it. Our platforms are built on four core principles:
Transparent & Explainable
See exactly how complex tasks are decomposed and executed. No black boxes.
Human-in-the-Loop
Built-in oversight at every stage—catching AI errors before they reach production.
Domain-Specific Intelligence
Specialised agents trained on your industry, not generic models trained on everything.
Significant Cost Efficiency
Architecture innovations designed to deliver significant cost efficiency compared to traditional approaches.
Backed by Research
Our technical approach is validated by 60+ peer-reviewed papers from top-tier venues (MLSys, ICLR, Nature, ACM, IEEE) published between 2020-2025. We build on proven techniques, not experimental technology.
Why the UK?
We're strategically positioned in the UK to capitalise on government support for AI innovation while focusing on the application layer where British companies can compete globally.
Government Alignment
UK government prioritises AI application layer development over foundation models, creating a supportive ecosystem for companies like ours.
SEIS Tax Advantages
Seed Enterprise Investment Scheme offers 50% income tax relief for early investors, making UK startups attractive investment opportunities.
Job Creation Focus
Our platform enables UK development teams to compete globally by augmenting their expertise rather than replacing them with offshore resources.
Research-Validated Approach
We don't experiment with unproven technology. Our platform is built on techniques validated by the world's leading research institutions.
60+ peer-reviewed papers (2020-2025) inform our multi-agent orchestration, domain adaptation techniques, and cost optimisation strategies.
Let's Fix Enterprise AI Together
We're actively seeking co-founders, advisors, and early adopters who understand the enterprise AI market and want to be part of the solution.
For Co-Founders
Technical (ML/AI, .NET/C#, React) or Business (B2B SaaS, UK funding expertise)
For Advisors
Enterprise AI deployment, UK grant applications, B2B SaaS go-to-market
For Early Adopters
Software development teams (1-50 developers) frustrated with current AI tools