Blogs

causaLens Benchmarks 20× Higher Reliability Than OpenAI on Complex Knowledge Tasks

By Tom Kennedy / January 12, 2026 / Comments Off on causaLens Benchmarks 20× Higher Reliability Than OpenAI on Complex Knowledge Tasks

Traditional AI agents struggle with the complexity of real enterprise work. In new benchmarks, causaLens Digital Workers achieved up to 20× reliability gains over OpenAI agents on causality-heavy, mission-critical tasks.

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causaLens’ Digital Workers Outperform OpenAI’s Agents by up to 3×

By Tom Kennedy / January 12, 2026 / Comments Off on causaLens’ Digital Workers Outperform OpenAI’s Agents by up to 3×

Most enterprise AI delivers marginal efficiency gains because it relies on brittle, single-agent systems. In this post, we benchmark causaLens’ multi-agent Digital Workers against industry baselines and show why reliability changes what automation can actually achieve.

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Beyond Services & Scripts: Why Enterprises Need Reliable Digital Workers

By George Burton-Fletcher / November 14, 2025 / Comments Off on Beyond Services & Scripts: Why Enterprises Need Reliable Digital Workers

The race to operational excellence has already begun. Identify the manual, high-cost processes holding you back and discover how Digital Workers can start delivering impact today. Which workflow will you automate first?

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The True Cost of Operational Inefficiency in Pharma & CROs

By Tom Kennedy / October 23, 2025 / Comments Off on The True Cost of Operational Inefficiency in Pharma & CROs

Inefficiency costs pharma billions in delays, compliance penalties, and burnout. See how Digital Workers reclaim wasted time and reduce risk.

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The Death of AI PoCs: A New Model for Buying AI in the Enterprise

By Tom Kennedy / October 16, 2025 / Comments Off on The Death of AI PoCs: A New Model for Buying AI in the Enterprise

AI Proofs of Concept are slow and ineffective. Learn why C-suite leaders are switching to 30-day production probation periods to evaluate and deploy AI faster.

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The Future of Pharma Operations: Why Digital Workers are the Next Competitive Advantage

By Tom Kennedy / October 8, 2025 / Comments Off on The Future of Pharma Operations: Why Digital Workers are the Next Competitive Advantage

Pharma is at an inflection point. Digital Workers – multi-agent systems with governance – deliver end-to-end automation, real ROI, and speed beyond RPA and basic copilots.

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Fixing Sales Territory Alignment Bottlenecks

By Tom Kennedy / October 8, 2025 / Comments Off on Fixing Sales Territory Alignment Bottlenecks

For pharma leaders, slow sales territory alignment hurts revenue. An AI Digital Worker automates the fix, turning messy data into fair territories that boost quota attainment.

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Streamlining Campaign Creative & QA for Faster Launches

By Tom Kennedy / October 8, 2025 / Comments Off on Streamlining Campaign Creative & QA for Faster Launches

Slow MLR cycles delay launches and drain resources. Our Marketing Operations Digital Worker embeds compliance into your workflow, pre-screens assets, validates claims, enforces channel specs, and ensures fair balance – integrating with PromoMats and AEM for faster approvals and fewer revisions.

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Why LLMs Aren’t Enough: Building Digital Workers for Enterprise Automation

By Tom Kennedy / October 8, 2025 / Comments Off on Why LLMs Aren’t Enough: Building Digital Workers for Enterprise Automation

LLMs are great copilots – but they aren’t built to run complex, regulated processes. This article explains why enterprises are shifting to agentic Digital Workers that integrate with existing systems and execute processes end-to-end with auditability.

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Digital Workers Render RPA Obsolete

By George Burton-Fletcher / October 8, 2025 / Comments Off on Digital Workers Render RPA Obsolete

While rule-based RPA follows fixed instructions for single tasks, AI-driven Digital Workers adapt to and manage entire, complex business processes from end to end. This adaptability allows Digital Workers to handle changing environments and exceptions that would otherwise disrupt traditional automation tools.

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