Nik Koutsoukos, Author at HG Insights

HG Insights graphic titled “One Intent Signal. Four Different Plays.” A card lists four plays that depend on what an account already owns: displacement (competitor installed), expansion (your product already in), complementary (adjacent category owned), and white space (nothing installed yet). A callout notes that 65% of B2B companies use intent data, yet half can’t prove it moves revenue.

Buyer Intent Data and Momentum: What HG Insights’ CTO Shared at Context26

November 3, 2026

Buyer intent data tells a team an account is researching a topic. It does not tell the team what that research means. At Context26, HG

HG Insights graphic titled “Connected Data Is Not Context.” It compares connected data, an account brief where a person still decides, with context, where the account arrives ranked and ready to act on. A callout notes that a seller with 300 assigned accounts needs more than facts to know where to start.

What Agentic GTM Needs Beyond Data: Context ‘26 Key Takeaways

November 2, 2026

At Context ‘26, the HG Insights virtual customer summit on October 6, CEO Rohini Kasturi launched the Contextual Intelligence Platform and laid out what Agentic

HG Insights graphic titled “Share the context. Separate the agents.” A card lists what sales and marketing agents should always share (account data, definitions, signals and context, handoff rules) and what to keep separate (goals and KPIs, permissions, channels, playbooks and tone), with a stat that the average enterprise headquarters runs 5.3 sales and marketing products.

Should Sales and Marketing Share GTM AI Agents? A RevOps Decision Framework

October 30, 2026

GTM AI agents are software agents that research accounts, score leads, and draft messaging without a person running each step. As teams add them, RevOps

Graphic titled “How Much Autonomy Should Your Sales Agent Get?” listing three review tiers (agent acts, agent drafts and human approves, human leads) and the stat that 2.9% of Fortune 500 organizations score high on data maturity while 99.6% run an AI product.

How to Set Guardrails for Autonomous Sales Agents: A RevOps Framework

October 23, 2026

An autonomous sales agent can research accounts, draft outreach, and update records without a rep touching each step. How much autonomy it earns depends on

HG Insights graphic headed “Build the Agent. Buy the Data Underneath.” A comparison card shows three options for a first GTM agent: buy a finished AI SDR (fast, but on the vendor’s data), build everything (full control, but you maintain data and governance), or a hybrid (build your plays, license the data and infrastructure). A stat reads 22/100 average AI-maturity score, even though 98% of U.S. enterprises already run an AI GTM product.

Build vs Buy AI Agents: Why Your First GTM Agent Shouldn’t Be a Finished AI SDR

October 22, 2026

Build vs buy AI agents is the first real decision a GTM team faces once leadership asks for an AI SDR. Buying a finished tool

HG Insights graphic titled “Is Your Technographic Data Still True?” with a bar chart of technographic match rates by region: United States 70 to 90 percent, Western Europe 65 to 85 percent, Asia-Pacific 30 to 40 percent. It also shows a 22.5 percent estimated annual decay rate of B2B data.

Technographic Data Accuracy Benchmarks: What Our Validation Process Reveals

October 19, 2026

Technographic data accuracy is impossible to judge from a spec sheet. Every vendor claims broad coverage and high match rates, but coverage numbers say nothing

HG Insights graphic titled “One Foundation Behind Every Agent.” A card lists what HG Fabric powers: HG Copilots guide people to answers, HG Agents complete GTM tasks and cite sources, and HG MCP Server feeds your own agents. A callout notes that 29.5% of enterprise parents run 50+ technology products, creating fragmented data that agents must reconcile.

HG Fabric: The Contextual Intelligence Foundation for Agentic GTM

October 15, 2026

HG Fabric is the intelligence foundation of the Contextual Intelligence Platform. It connects technology installations, spend, intent, accounts, buying centers and contacts, tracks change over

HG Insights graphic titled “Rox, Cargo, and Lantern: Different Layers, One Stack.” A summary card lists Rox as an agentic CRM with always-on agent swarms, Cargo as GTM logic as code for coding agents, and Lantern as agents for AI search and shopping visibility. A callout notes that 79% of Salesforce or HubSpot companies run 30+ products.

Rox AI vs. Cargo vs. Lantern: Where Each One Fits in an Agentic GTM Stack

October 14, 2026

Rox AI, Cargo, and Lantern keep showing up in the same conversations about agentic GTM infrastructure, and they are not building the same thing. Rox

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Nik Koutsoukos

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