#CRM

B2B contact data decays over 20% a year, so hygiene must be continuous. Build a scheduled agent that dedupes, enriches and normalizes CRM records.

HubSpot renamed Commerce Hub to Revenue Hub, folding quoting, contracts, billing and payments into one CRM flow. A neutral read on fit, pricing and migration.

HubSpot rolled out default-opt-in data pooling on July 1, 2026, then reversed it July 5 after backlash. A live case study in who really controls your CRM data.

Klaviyo flows drive 41% of email revenue from just 5.3% of sends. Build the 8 core lifecycle flows in the right order and layer in 2026's AI features.

MoEngage acquired Aampe to put a dedicated AI agent behind every customer. Inside martech's shift from segment rules to per-user agentic decisioning.

A health score is a churn-prevention tool, not a dashboard ornament. Build one around 4-6 decay-weighted signals with segment thresholds and a wired playbook.

A repeatable framework for building an ideal customer profile and lead-scoring model, with fit-vs-intent weighting, disqualification rules, and a scorecard.

A framework for building and acting on marketing churn-prediction models: behavioral and billing features, model choices, scoring cadence, and risk-tier plays.

Integrate ChatGPT with CRM systems using MCP, HubSpot Remote MCP, Zoho CRM servers, OAuth/PKCE, and production security controls.

Plan CRM implementation with HubSpot vs Zoho comparisons, current pricing context, rollout timelines, ROI caveats, and automation strategies.