Lynk AI Blog
How a Forward Deployed Engineer Ships an Agentic AI Workflow in 4 Weeks
A Forward Deployed Engineer ships an agentic AI workflow into production in four weeks because the engineer scoping the work writes the code. Here's what each week looks like, where the model wins, and where it doesn't.
Lynk AI vs Pega: Design-Time AI Can't Reason at Runtime
Pega GenAI Blueprint generates case types and BPMN at design time, then hands off to Pega's classic case-management runtime. Lynk AI is agent-first — the runtime itself reasons over inbound work. When the case type doesn't exist yet, that distinction matters.
Lynk AI vs Blue Prism: WorkHQ Orchestrates Bots Designed Before Reasoning
Lynk AI runs agent reasoning as the runtime; SS&C Blue Prism WorkHQ orchestrates digital workers, AI agents, and human tasks above the original RPA tier. Where each one wins and how to pick.
Lynk AI vs ServiceNow: The Workflow Engine Decides, Not the Agent
ServiceNow's AI Agents and Now Assist sit above its workflow engine. Lynk AI runs agent reasoning as the runtime itself. Where each wins and why bolt-on architectures pay a real tax on unstructured work.
Lynk AI vs Boomi: Agentstudio Governs Agents, Lynk Reasons Like One
Boomi Agentstudio governs AI agents from a control tower bolted onto its 2007 iPaaS engine. Lynk AI runs the agent as the platform. A side-by-side on architecture, buyer fit, and where reasoning replaces a flowchart.
Lynk AI vs Microsoft Copilot Studio: A Chatbot Builder With an Agent Veneer
Lynk AI is an agent-first runtime; Microsoft Copilot Studio is a topic-and-flow builder retrofitted with generative orchestration. Honest comparison covering which fits Microsoft 365 shops, which fits messy inbound, and the architectural gap behind both.
Forward Deployed Engineer vs. Consultant: Why the Handoff Kills Your AI Project
Forward Deployed Engineers ship the AI production system that consultants only recommend. Why frontier labs like Anthropic and OpenAI are buying FDE capacity, and the three handoff failures that kill enterprise AI projects.
Lynk AI vs Kore.ai: A Dual-Brain Is Still a Rules Engine
Kore.ai launched Artemis on May 21, 2026 as the new generation of its agent platform, layered on top of the decade-old XO conversational stack. Lynk AI is AI-native: reasoning is the runtime, not a brain wired beside a rules engine.
Lynk AI vs Salesforce Agentforce: Topic Wiring Hits a Ceiling
Salesforce Agentforce is a sidecar on Salesforce's CRM data model, where admins pre-build Topics and Actions. Lynk AI is AI-native: a single agent reads inputs and acts, without a library of pre-declared intents. We compare where each wins.
Lynk AI vs Tray.io: When Agents Are Just Workflows With Reasoning Attached
Tray.io's Merlin Agent Builder sits on top of an established iPaaS. Lynk AI is an agent-first runtime where reasoning replaces workflow scaffolding. We compare strengths, failure modes, and where each tool actually wins.
How a Forward Deployed Engineer Ships an Agentic AI Workflow in 4 Weeks
A Forward Deployed Engineer can ship an agentic AI workflow in four weeks because one engineer maps the decision, writes the evals, runs shadow mode, and cuts over with rollback. Here's the week-by-week timeline Palantir, OpenAI, Anthropic, and Ramp run on.
Lynk AI vs Automation Anywhere: The Reasoning Engine Still Calls Brittle Bots
Automation Anywhere launched AI Agent Studio in 2024 to layer agentic reasoning over its RPA bot library. The reasoning is real; the bots underneath still snap on environmental drift. Lynk AI is built agent-first — here is where each tool fits.