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Daniel Tsarov

Staff / Principal AI Product Lead · Forward-Deployed

Staff / Principal-level AI product builder. I turn AI from experimentation into operational infrastructure — forward-deployed with the teams who use it, so systems can be trusted, audited, and safely scaled across the organization.

10+
Years in Enterprise
20+
Industry Domains
3
Continents Delivered
AI²
AI Building AI

What I Build Now

Multi-Agent & Agentic Systems

Agent networks that handle the full cycle — from requirements to deployment — with human-in-command control and full decision traceability.

Forward-Deployed Delivery

Embedded with the client and users — building 0→1, shipping the fix, and owning the outcome. More founder than traditional PM.

AI Evaluation & Quality

Red-teaming, resistance testing, RAG quality, and root-cause attribution — proving AI is correct, not just plausible.

AI Governance & Traceability

Platforms that explain why decisions were made — built for regulated environments, audit requirements, and long-term maintainability.

Enterprise AI Integration

RAG pipelines, LLM tool-calling, MCP integrations, policy gates, audit logs, and role-based access at enterprise scale.

Cross-Industry Delivery

Product, BA, and delivery functions built from zero to scale — across EU, US, and LATAM teams in 20+ industry domains.

My Toolkit

Agentic architectures & orchestration patterns
Forward-deployed / 0→1 product building
LLM evaluation, red-teaming & RAG quality
RAG, embeddings, knowledge graphs
MCP & OpenAPI-based tool ecosystems
AI governance, cost controls, and safety policies
Low-code / no-code AI platform configuration

Enterprise Background

Before focusing on AI platforms, I led the design and delivery of complex enterprise systems across regulated and data-intensive domains:

SaaS & SubscriptionsCRM SystemsMarketing AutomationE-commerce & PaymentsAutomotive & FleetAgri-Tech & LogisticsOil & GasPharma & HealthcareFinancial ServicesInsurance

Core Strengths

Product strategy — JTBD, Discovery, BABOK
Technical depth — APIs, async systems, cloud platforms, data pipelines
Cross-functional delivery — EU, US, LATAM teams
Team building — product, BA, and delivery functions from zero to scale
AI governance — cost controls, safety policies, compliance
Low-code / no-code AI platform configuration

I focus on operational AI platforms that are fast to build, safe to run, and trusted by the business.

Open To

Roles where AI becomes core enterprise infrastructure — not a feature, but a system teams rely on every day.

Staff / Principal Product ManagerAI Product ArchitectForward-Deployed AI PMAI Platform Lead

Let's build something that matters.

Get In Touch