PeerLabs Intelligence
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Independent Market Intelligence

Implementation Intelligence for Technical Leaders

Practitioner-led research on emerging technology adoption. Funded entirely by subscribers. No vendor sponsorship. No conflicts of interest. Starting with Generative AI.

Why Peerlabs

Intelligence Without Agenda

Traditional analyst firms accept vendor sponsorship, creating inherent conflicts. We are funded exclusively by the organizations we serve.

Editorial Independence

Subscriber-funded. No vendor sponsorship. No pay-to-play rankings. Our assessments serve the buyer, not the evaluated.

Practitioner-Led

Research from teams who have built and shipped enterprise systems. Implementation experience, not theoretical analysis.

Implementation Focus

Actionable intelligence for organizations adopting emerging technology now. Not trend reports for next year's strategy deck.

What We Deliver

Five Questions, Answered

Enterprise technical leadership faces recurring questions about emerging technology. We provide structured, evidence-based answers.

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Implementation Insights

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Success stories and failure patterns from real enterprise technology deployments. What worked, what didn't, and why -- derived from practitioner interviews, not vendor case studies.

02

Maturity Models

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Evaluate your organization's technology adoption maturity and capacity against peer benchmarks across industries. Quarterly polling of 500-1000 practitioners with full methodology transparency.

03

Vendor Landscape

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Independent, curated analysis of vendor ecosystems and tooling. Structured evaluations without vendor influence. Use cases, outcomes, and frameworks backed by 20-100 practitioner interviews per study.

04

Expert Network

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Direct access to practitioners who have actually built production systems. Office hours, 1:1 consultations, and async Q&A with vetted experts -- not analysts who have read about it.

05

Performance Benchmarking

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Metrics-driven comparison of technology adoption outcomes. Quantified benchmarks for informed decision-making, updated continuously rather than published once and left to go stale.

The Team

Built by Practitioners

20+ years of combined infrastructure and enterprise technology experience across aerospace, banking, AI/ML, and cloud systems.

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Amol Deshpande

Co-Founder

Former Senior Director at MaRS Discovery District. Oversaw 250+ venture portfolio. Launched Canada's first pan-Canadian therapeutics accelerator.

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Graham Toppin

Co-Founder

Expert in databases, AI, and distributed systems. Specializes in complex distributed systems and cloud/IoT technologies.

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David Scharbach

Co-Founder

Founder of TMLS and MLOps World. Leads a global community of 20K+ practitioners focused on ML and GenAI in production.

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Adriel Dean-Hall

Co-Founder

Software developer and technology leader. Expertise in large-scale distributed cloud systems, search, and ML platforms.

Get in Touch

Ready for Intelligence Without Agenda?

We work with CTOs, CIOs, VPs of Innovation, and technical leadership at enterprise organizations across aerospace, defence, banking, and technology.

[email protected]