Top 10 AI opportunities — Week 38, 2026

OpsScript: LLM-Powered Runbook Generation with Verified Execution

IT Operations (AIOps)·10 evidence items

Cited evidence

• Technical feasibilityStrong
  Arize-ai/openinference

  Why this matters: A working open-source implementation on GitHub (1,133 stars) shows the core capability is buildable today. Surfaced 12 times across discovery sweeps.

• Direct customer painStrong
  Breaking Up with On-Call

  Why this matters: Practitioners describe this problem first-hand on Hacker News — direct demand evidence. Surfaced 12 times across discovery sweeps.

• Adjacent signalModerate
  Top 15 AI SRE Tools in 2026: The Complete Comparison

  Why this matters: Supporting context from the open web — corroborates the trend but isn't first-party evidence. Surfaced 12 times across discovery sweeps.

WhatsApp Sales CRM for SMBs

Sales·8 evidence items

Cited evidence

• Technical feasibilityStrong
  ArnasDon/wacrm

  Why this matters: A working open-source implementation on GitHub (1,731 stars) shows the core capability is buildable today.

• Direct customer painStrong
  Show HN: WADeck – AI Driven WhatsApp CRM

  Why this matters: Practitioners describe this problem first-hand on Hacker News (1 point) — direct demand evidence.

• Adjacent signalIndirect
  Top 10 Best WhatsApp CRM Tools in 2026 for Businesses

  Why this matters: Supporting context from the open web — corroborates the trend but isn't first-party evidence.

ReviewBot Lite: On-Demand AI Code Reviewer for Solo Devs

Software Development·18 evidence items

Cited evidence

• Technical feasibilityStrong
  rowboatlabs/rowboat

  Why this matters: A working open-source implementation on GitHub (15,685 stars) shows the core capability is buildable today.

• Direct customer painStrong
  'Is AI creating a new code review bottleneck for senior engineers?'

  Why this matters: Practitioners describe this problem first-hand on Hacker News (20 points) — direct demand evidence. Surfaced 16 times across discovery sweeps.

• Adjacent signalIndirect
  ReviewBot - AI Code Review for GitHub - Chrome Web Store

  Why this matters: Supporting context from the open web — corroborates the trend but isn't first-party evidence.

Automated Runbook Executor with Human-in-the-Loop for Safe Remediation

IT Operations (AIOps)·11 evidence items

Cited evidence

• Technical feasibilityStrong
  neatlogic/neatlogic-itom-all

  Why this matters: A working open-source implementation on GitHub (84 stars) shows the core capability is buildable today.

• Direct customer painStrong
  Breaking Up with On-Call

  Why this matters: Practitioners describe this problem first-hand on Hacker News — direct demand evidence. Surfaced 12 times across discovery sweeps.

• Adjacent signalModerate
  Runbook automation tools 2026: the complete guide to ...

  Why this matters: Supporting context from the open web — corroborates the trend but isn't first-party evidence. Surfaced 4 times across discovery sweeps.

SheetCRM: AI-Powered Sales Tracking Spreadsheet

Sales·16 evidence items

Cited evidence

• Technical feasibilityStrong
  agno-agi/scout

  Why this matters: A working open-source implementation on GitHub (624 stars) shows the core capability is buildable today.

• Direct customer painStrong
  Launch HN: Leaping (YC W25) – Self-Improving Voice AI

  Why this matters: Practitioners describe this problem first-hand on Hacker News (73 points) — direct demand evidence. Surfaced 8 times across discovery sweeps.

• Demand signalStrong
  Katalyst — The AI agent that works your Salesforce Pipeline

  Why this matters: A launch on Product Hunt (115 comments) signals active buyer interest in this space.

PhishGuard AI: Automated Phishing Campaign Response

Cybersecurity·13 evidence items

Cited evidence

• Technical feasibilityStrong
  Azure/Azure-Sentinel

  Why this matters: A working open-source implementation on GitHub (5,970 stars) shows the core capability is buildable today.

• Direct customer painStrong
  Claude Code Found a Linux Vulnerability Hidden for 23 Years

  Why this matters: Practitioners describe this problem first-hand on Hacker News — direct demand evidence. Surfaced 13 times across discovery sweeps.

• Adjacent signalIndirect
  Top 10 PhishGuard Alternatives & Competitors in 2026

  Why this matters: Supporting context from the open web — corroborates the trend but isn't first-party evidence.

BrandWatch AI: Real-Time Brand Mention Alerts with Sentiment & Actionable Insights

Marketing·11 evidence items

Cited evidence

• Technical feasibilityStrong
  YILS-LIN/short-video-factory

  Why this matters: A working open-source implementation on GitHub (5,149 stars) shows the core capability is buildable today.

• Direct customer painStrong
  Manually checking all my campaigns is driving me crazy

  Why this matters: Practitioners describe this problem first-hand on Reddit — direct demand evidence.

• Monetization signalStrong
  Omnisend Email Marketing & SMS — Drive sales with email marketing, newsletters, SMS, and popups

  Why this matters: Incumbents sell on the Shopify App Store, proving customers already pay in this category. Surfaced 3 times across discovery sweeps.

EncryptInsight: AI-Based Network Traffic Analysis for Encrypted Threats

Cybersecurity·12 evidence items

Cited evidence

• Technical feasibilityStrong
  NVIDIA/SkillSpector

  Why this matters: A working open-source implementation on GitHub (14,502 stars) shows the core capability is buildable today.

• Direct customer painStrong
  Claude Code Found a Linux Vulnerability Hidden for 23 Years

  Why this matters: Practitioners describe this problem first-hand on Hacker News — direct demand evidence. Surfaced 13 times across discovery sweeps.

• Adjacent signalModerate
  9 Best AI SOC Providers in 2026: A Complete Vendor ...

  Why this matters: Supporting context from the open web — corroborates the trend but isn't first-party evidence. Surfaced 4 times across discovery sweeps.

OT: Taint-Based Application Security Testing Agent for CI/CD

Cybersecurity·39 evidence items

Cited evidence

• Technical feasibilityStrong
  seqra/opentaint

  Why this matters: A working open-source implementation on GitHub (98 stars) shows the core capability is buildable today. Surfaced 10 times across discovery sweeps.

• Direct customer painStrong
  Claude Code Found a Linux Vulnerability Hidden for 23 Years

  Why this matters: Practitioners describe this problem first-hand on Hacker News — direct demand evidence. Surfaced 13 times across discovery sweeps.

• Adjacent signalModerate
  The Top 13 Application Security Testing Services in 2026 - Cycode

  Why this matters: Supporting context from the open web — corroborates the trend but isn't first-party evidence. Surfaced 2 times across discovery sweeps.

Drive‑by IT Request Capture & Ticketless Tracking for Service Desks

IT Operations (AIOps)·7 evidence items

Cited evidence

• Technical feasibilityStrong
  HolmesGPT/holmesgpt

  Why this matters: A working open-source implementation on GitHub (3,008 stars) shows the core capability is buildable today. Surfaced 8 times across discovery sweeps.

• Direct customer painStrong
  Anyone else lose track of one-off IT requests that never turn into real tickets?

  Why this matters: Practitioners describe this problem first-hand on Reddit — direct demand evidence.

• Adjacent signalIndirect
  Best IT Service Desk Software (2026): Compare Top Features

  Why this matters: Supporting context from the open web — corroborates the trend but isn't first-party evidence.