Zep is a cutting-edge platform designed to enhance AI agents by systematically engineering relevant context from chat histories and business data. This enables the development of fast, accurate, and personalized AI applications that dynamically integrate user preferences, conversation history, and business information, ensuring reliable task completion.
Key Features and Functionality:
- Agent Memory: Zep equips AI agents with the ability to remember user preferences, past conversations, and business context across all interactions, eliminating the need to start from scratch or lose important details.
- Graph RAG : This feature connects agents to business data through a knowledge graph that understands relationships and context, automatically handling dynamic data to provide relevant information in milliseconds.
- Context Assembly: Zep automates the creation of structured, LLM-ready context blocks by combining user traits, interactions, and business data, optimizing token efficiency and enhancing agent performance.
Primary Value and User Solutions:
Zep addresses the common challenge of AI agents failing due to missing personalized context. By automatically creating temporal knowledge graphs that evolve with each interaction, Zep ensures that AI agents have access to accurate and relevant context, leading to improved task completion and user satisfaction. This systematic approach to context engineering empowers developers and businesses to deploy AI solutions that truly understand and adapt to user needs and business scenarios.
VigiaOT is an OT asset inventory and vulnerability management tool built for factories and industrial sites, including small and mid-size plants without a dedicated OT security team.
A technician’s laptop visits each cell and runs read-only active discovery over Modbus TCP, Siemens S7, EtherNet/IP, OPC UA, BACnet/IP, SNMP, MQTT and other common protocols. It identifies vendor, model, firmware, open ports and network exposure (isolated, segmented, bridged to IT or internet-facing). Scans only run in windows the plant schedules, and no probe ever writes to a device.
Each device is correlated against NVD and the CISA Known Exploited Vulnerabilities catalog, with KEV-listed findings at the top. Every finding gets a decision (risk accepted, mitigation planned, false positive, remediated) with a written justification, so the review history is auditable. Results export to CSV and to an executive Excel report.
VigiaOT scales from a single laptop (Solo) to a site-wide deployment, where several technicians feed one on-site appliance. Optional modules add passive listening on the IT network for OT devices crossing the IT/OT boundary, and an AI module that reads manufacturer security advisories, matches them to the exact firmware installed, and drafts short alerts that a person reviews.
Discovery needs no internet. Air-gapped sites receive vulnerability updates by USB. Free trial for up to 5 devices.
Built by CodeBox, a Portuguese industrial software and hardware company with 9 years in manufacturing automation.
Extremis is a shared team inbox and AI Agent for WhatsApp, Instagram, Messenger, and Gmail.
A business connects its WhatsApp Business number through Meta's official Cloud API and can keep using the WhatsApp Business app on the same number. It invites its team, and everyone works customer conversations together in real time, with a clear owner for every chat.
What teams get:
• One inbox for WhatsApp, Instagram, Messenger, and Gmail, including images, voice notes, reactions, and replies
• Assignment and routing: round-robin, weighted ratio, or least busy
• Open, pending, and closed status, snooze, internal notes, @mentions, quick replies, and labels
• Contacts with custom fields, merge, CSV export, and WooCommerce order history
• WhatsApp templates and campaigns, sent immediately or scheduled
• Reports on response and resolution times, agent performance, and team attendance
• An AI Agent that suggests replies or answers customers independently, then hands the chat to a human agent
The AI Agent runs on the business's own OpenAI, Anthropic, Google, OpenRouter, or Groq key, and Extremis charges nothing per AI answer. Extremis works in the browser and installs on Android and iPhone with push notifications.
Pricing is per workspace, monthly or yearly, with a 7-day free trial and no markup on Meta's WhatsApp fees.
Start at https://extremis.online
Kagi Translate is a free, privacy-focused translation service that delivers highly accurate translations across 244 languages. Leveraging advanced language models and precise output selection, it surpasses existing solutions like Google Translate and DeepL in quality. Users can translate text, documents, and entire web pages seamlessly, all while ensuring their data remains secure and private.
Key Features and Functionality:
- High-Quality Translations: Utilizes advanced language models to provide superior translation accuracy.
- Comprehensive Language Support: Supports translations across 244 languages, accommodating a wide range of linguistic needs.
- Versatile Translation Options: Offers text, document, and full web page translations, preserving original formatting and layout.
- Privacy Protection: Ensures complete privacy with zero tracking, telemetry, or data collection; translation history is stored locally on the user's device.
- User-Friendly Interface: Features automatic language detection, voice translations with gender options, and multiple alternative translations for enhanced accuracy.
- Browser Integration: Provides extensions for Chrome, Firefox, and Safari, enabling in-browser translations of selected text or entire web pages.
Primary Value and User Solutions:
Kagi Translate addresses the need for accurate, private, and user-friendly translation services. By offering superior translation quality without compromising user privacy, it empowers individuals and organizations to communicate effectively across language barriers. Its versatile functionality and seamless integration into browsers make it an essential tool for global communication, research, and content consumption.
GS Copilot is an AI-powered Chrome extension designed to enhance Google Apps Script development by providing real-time assistance directly within the script editor. It streamlines the coding process, enabling developers to write efficient and effective scripts for automating tasks within Google Workspace.
Key Features and Functionality:
- Real-Time AI Chat: Offers instant support within the Google Apps Script IDE, allowing developers to seek help and receive guidance without leaving their coding environment.
- Code Autocomplete: Provides intelligent code suggestions to accelerate development and reduce errors.
- Comment-Based Suggestions: Generates code snippets based on natural language comments, simplifying the coding process.
- Multi-File Context Support: Understands and references code across multiple files in a project for comprehensive assistance.
- Chat History Access: Allows users to reference previous conversations and solutions for continuity and learning.
- Add to Chat Feature: Enables users to add code snippets to their chat for targeted assistance.
Primary Value and Problem Solved:
GS Copilot significantly boosts developer productivity by integrating AI-driven support directly into the Google Apps Script development environment. It reduces the time spent on writing repetitive code, searching for documentation, and troubleshooting, thereby accelerating project timelines and enhancing code quality. By offering real-time chat support, intelligent code suggestions, and context-aware assistance, GS Copilot empowers developers to automate Google Workspace tasks more efficiently and effectively.
ZynScribe is an AI clinical documentation and encounter workflow tool built for physicians, health systems, ACOs, and high-volume practices.
Unlike scribing tools that only produce a note, ZynScribe covers four clinical moments:
Pre-Visit Review: Before the patient walks in, ZynScribe pulls a structured brief from the EHR. It covers prior visit history, open care gaps, active medications, flagged risk signals, and pending referrals. Formatted for a clinician with two minutes before the door opens.
Real-Time Clinical Copilot: During the encounter, ZynScribe surfaces relevant clinical guidance based on what is being said in that specific visit. Drug interactions, care pathway prompts, and quality gap alerts appear in context, not after the fact.
Ambient Documentation and Coding: ZynScribe captures the natural conversation and produces a complete clinical note in the physician's voice. SOAP, H&P, progress note, or consult format across 90-plus specialties. ICD-10 and CPT code suggestions are attached. The note uploads directly to the EHR. The physician reviews and signs.
Care Plan Routing: Actions discussed in the visit are extracted and routed to the right workflow. Labs, referrals, follow-up scheduling, and patient instructions do not stay buried in the note. They move to the team or queue responsible for them.
ZynScribe runs on ZynixLLM, Zynix AI's healthcare-native language model. It integrates with Epic, Cerner, and athenahealth. No dedicated hardware is required. Available as a web app, mobile app, and Chrome extension.
A simple 5S app for manufacturing companies, built for the part of 5S that usually fails: keeping order after the implementation project. A workstation standard is a photo, a few lines of text and a checklist, made from ready-made 5S audit templates or from scratch, and changed in a minute without printing anything. Every workstation gets a QR label. Workers scan it with their own phone and see the standard, their open fixes and the status of their improvement ideas, with no account and no password. Audits run on a phone, one workstation at a time or as an audit round across a whole unit, with several auditors working at once. Auditors without an account join with the company's audit PIN. Every finding becomes an improvement task for that workstation, with the audit photo and a due date. A later audit closes fixed items automatically, and items that fail again are flagged as repeat issues, so the cause gets fixed instead of the person being blamed. Managers see open and overdue tasks for their own area, recurring audits and their deadlines, and results and trends by plant, department and workstation. The structure follows the factory at any depth: plants, departments, lines and workstations, and unit managers see only their own branches. There are no e-mail notifications: findings stay in the app and at the workstation. Data is stored in the EU. Pricing is per company, not per user, and workers using the QR view are always free. A free plan covers one unit and five workstations with no time limit.
GTM Clarity is B2B chat software with website visitor identification built in, billed per outcome.
The platform identifies anonymous website visitors at company level worldwide and by name in the US, then verifies and enriches each record. Its AI chat agent answers visitor questions without a fixed script, qualifies visitors against criteria the customer sets, and books meetings directly into the customer's calendar. When a visitor asks for a person, or a conversation meets the customer's handoff rules, the chat passes live to the customer's own team in the same window, with the visitor's identity and conversation history already loaded. Coverage hours and handoff rules are set by the customer. Visitors who leave without converting are kept as audiences the customer can use for remarketing on their own ad budget.
Pricing has no subscription or seat fee. The customer is billed when a visitor reaches one of five outcomes: an identified visitor, a captured contact, a qualified lead, a booked meeting or a booked qualified meeting. Each visitor is billed once per period, at the highest outcome reached, and the first 500 identifications on each website are free.
Installation is a single script tag. Setup runs through an onboarding agent that collects the customer's qualification criteria. The platform works with or without a CRM and integrates with HubSpot, Salesforce, Marketo, Zoho CRM, Slack, Google Calendar, Microsoft 365, Google Analytics 4, Google Ads and outbound webhooks.
Every home-service business has the same three piles: quotes that went quiet, repairs the customer put off, and equipment quietly ageing past the point where it should have been replaced. They sit in the field software nobody has an afternoon to sort through. None of it is a lead problem — you already paid to win these customers once.
Backlog reads an ordinary export — CSV or Excel, from ServiceTitan, Housecall Pro, Jobber, FieldEdge or a spreadsheet somebody keeps by hand — and finds eleven kinds of recoverable revenue in it. Two columns are the minimum: a customer name and an amount.
What makes the ranking different is that it is arithmetic you can audit rather than a black box. Every record gets an expected value: what the job is worth multiplied by the odds of closing it. Equipment is judged against its own service life, so a thirteen-year water heater is flagged and a thirteen-year boiler is not. Timing, contact history, maintenance plans, lead source and the season all move the number, and you can open the calculation on any record and see exactly how it got there. The whole model is published at trybacklog.com/method.
It then tells you whether to call, text or email, and drafts the message. It never sends anything — you press send. Do-not-contact, opt-outs, quiet hours and a three-day gap between touches are enforced before a record is ever offered.
The free scorer runs entirely in your browser. Your customer file is not uploaded and there is no account to create.
Bookora is an appointment calendar and online booking app for independent beauty and wellness professionals — nail techs, brow and lash artists, makeup artists, barbers, hairdressers, estheticians and massage therapists — and small teams. Your clients book from your link, with no app to download. No booking commissions, ever. Free to start, on iOS and Android.
The free plan includes the full calendar (month view and hour-by-hour day view, every service in its own colour), unlimited clients, appointments and services, client cards with visit history and notes, per-client prices that are remembered for the next visit, client import from phone contacts or a file, supplies tracking based on completed appointments, income and expense statistics, and one-tap WhatsApp reminders with no per-message fees.
Premium adds a 24/7 public booking page where clients pick a service, date and time; control over which services can be booked online, how far ahead clients can book and how much notice is required; automatic email and Telegram notifications for new, rescheduled and cancelled appointments plus a reminder before the visit; two-way Google Calendar sync; and team accounts where each specialist gets their own calendar, clients and booking page.
Bookora takes no commission on bookings or on new clients — you pay a flat subscription and nothing else. The app is available in 9 languages: English, Spanish, French, German, Portuguese, Russian, Japanese, Arabic and Chinese.
Fiz is a social training app for functional fitness, hybrid racing and strength athletes. It helps people who share a coach or a goal train together, even when they don't train at the same time or in the same place.
Athletes log workouts and scores, follow structured multi-week programs, and compete on live leaderboards, throwdowns and challenges. They build their training history with personal records, badges and shareable posters. Fiz also brings in data from Apple Health and Health Connect, and includes AI tools that generate workouts and programs to fit an athlete's goals and equipment.
For coaches, online programmers and race-prep groups, Fiz Partner adds a branded storefront, program distribution and sales, and an at-a-glance view of who logged, who PR'd and who has drifted. It turns a program into a community, which keeps subscribers training and renewing.
For event organisers, Fiz supports throwdowns, gym competitions, hybrid races, team relays, charity workouts and run club races before, during and after race day. Each event gets a public page with a countdown, and its main button is the organiser's own entry link. Organisers can link prep programs for their field to train on. After the event, athletes enter a branded code to claim a digital patch that shows their result and stays on their profile, with a share card that spreads the word.
Fiz is free to use. Fiz Pro unlocks sharing, AI generation and scale. It's available on iOS, Android and the web.
For G2, I’d position Potsticker as an AI-powered content and marketing operating platform, rather than simply an “AI content generator.” That leaves room for the broader product you’re building.
G2 Product Description
Potsticker.ai is an AI-powered content creation, marketing, and automation platform built to help businesses turn ideas into finished content and campaigns from one workspace.
Potsticker brings together AI image, video, audio, and creative generation with editing, brand intelligence, campaign planning, social publishing, scheduling, analytics, and marketing automation. Instead of switching between multiple AI generators, editors, social media tools, and marketing platforms, businesses can manage more of their creative workflow in one system.
At the center of Potsticker is persistent brand intelligence designed to understand a business’s identity, voice, creative history, goals, and preferences. This context can be used across the platform to help users create more consistent, brand-aware content rather than starting every AI interaction from scratch.
Potsticker also provides access to multiple specialized AI models, allowing users to choose the right generation technology for different creative tasks without building and managing separate AI workflows themselves.
From generating an initial concept to creating and editing assets, organizing campaigns, preparing social content, scheduling distribution, and analyzing results, Potsticker is designed to shorten the distance between idea and execution.
Create. Automate. Grow.
For G2, I’d position Potsticker as an AI-powered content and marketing operating platform, rather than simply an “AI content generator.” That leaves room for the broader product you’re building.
G2 Product Description
Potsticker.ai is an AI-powered content creation, marketing, and automation platform built to help businesses turn ideas into finished content and campaigns from one workspace.
Potsticker brings together AI image, video, audio, and creative generation with editing, brand intelligence, campaign planning, social publishing, scheduling, analytics, and marketing automation. Instead of switching between multiple AI generators, editors, social media tools, and marketing platforms, businesses can manage more of their creative workflow in one system.
At the center of Potsticker is persistent brand intelligence designed to understand a business’s identity, voice, creative history, goals, and preferences. This context can be used across the platform to help users create more consistent, brand-aware content rather than starting every AI interaction from scratch.
Potsticker also provides access to multiple specialized AI models, allowing users to choose the right generation technology for different creative tasks without building and managing separate AI workflows themselves.
From generating an initial concept to creating and editing assets, organizing campaigns, preparing social content, scheduling distribution, and analyzing results, Potsticker is designed to shorten the distance between idea and execution.
Create. Automate. Grow.
OnlyChatAI is a conversation engine built for one specific job: operating the fan chats of content creators and OnlyFans agencies, end to end.
Unlike generic chatbot builders, it runs natively where creator revenue actually happens. It connects directly to OnlyFans and Telegram, holds a consistent persona across weeks of conversation, and remembers each fan individually: name, preferences, purchase history and where the relationship stands.
The selling side is the core of the product. You load sales scripts with priced PPV steps, teasers, discounts and upsells, and the engine runs the funnel at the right moment in each conversation. On Telegram it sells through Stars, the platform's native payment currency, so fans buy without ever leaving the chat. Fans who go quiet are re-engaged automatically with context from the previous conversation.
Every fan gets an instant answer in his own language, around the clock, whether the account has ten fans or ten thousand. Operators see every conversation live, can pause the AI on any fan and take over, and track unlock rates and revenue per script in the analytics.
Scale, platform figures rounded, September 2026: more than $2M in sales generated every month, 900+ active creators, 43% unlock ratio on paid media sent by the AI, selling since May 2025. Definitions on only-chat.ai/about.
OnlyChatAI is built and operated by a team that runs it daily on its own creator accounts.
Unchained Code is an open AI coding agent and high-performance routing proxy designed to democratize autonomous AI software development. It enables developers to use Claude Code—and any Anthropic-compatible coding tool—without paying premium frontier API fees, by seamlessly routing requests to open-weight models including DeepSeek, Qwen, GLM, Kimi, and MiniMax.
By leveraging open-weight models that cost up to 10x less per token and featuring native prompt caching, Unchained Code provides a sustainable, high-speed coding experience for developers, freelancers, and software teams worldwide.
Key Capabilities:
• Drop-In Claude Code Compatibility: Complete support for the Anthropic Messages API specification—works out of the box with zero code changes via `npx unchained-code`.
• Multi-Model Open Routing: Native adapters for DeepSeek V3/R1, Qwen 2.5 Coder, GLM, Kimi, MiniMax, and any OpenAI-compatible endpoint.
• Automatic Prompt Caching: Drastically reduces token consumption and latency by caching conversation history and codebase context up to 4x cheaper.
• Multi-Surface Distribution: Available as a lightweight CLI proxy, a visual web builder (fork of bolt.diy), and a native cross-platform desktop application.
• Flexible Monetization: Accessible free tier supported by non-intrusive developer sponsors, with a fast-lane zero-ad tier for high-throughput teams.
SiyadAI is a European AI governance and compliance platform, built for organizations that have to demonstrate control over their AI usage under the EU AI Act and the GDPR.
Most AI governance tools start with a register somebody has to fill in by hand. That register only ever contains the systems someone remembered to declare - and those are rarely the risky ones. SiyadAI starts from the opposite end: the real inventory.
Shadow AI discovery. A browser extension identifies the AI services employees actually call, based on the domains contacted - never the content of prompts, never the data entered. Organizations find out which AI tools are genuinely in use, including the ones that never went through any approval process.
Defensible AI register. Every system, discovered or declared, feeds a structured register with automatic risk scoring and classification aligned to EU AI Act risk categories.
DPIA assistant. Vendor assessment and data protection impact analysis, with the supporting evidence attached to each record.
Evidence Pack. A timestamped, exportable evidence file, built to answer a regulator's inquiry, a customer security review, or an RFP - without having to reconstruct the history after the fact.
100% EU hosting.
What SiyadAI does not do: replace a DPO, a CISO, or legal counsel. The platform increases their execution and oversight capacity.
Start free: a 14-day Discovery trial, no credit card required - shadow AI scan, 5 systems, unlimited contributors.
MeetInspect is inspection management software for field teams that need a repeatable process without giving up flexibility. It combines a web workspace for administrators with a native iOS app for inspectors, so the structure defined in the office is the structure that reaches the field.
Administrators build reusable templates — rooms, sections and checklist items — around the way their team already works, with AI-assisted setup available to prepare terminology, evidence defaults, report settings and starter workflows for review. The same workspace supports property, equipment, vehicle, safety and quality inspection processes.
In the field, inspectors record answers, notes, findings and corrective actions, attach photos and short videos directly to individual inspection items, and collect inspector and client signatures. Work saves as it goes, so an inspection can be paused and resumed without losing place.
Connectivity is not assumed. Teams download the workspace once and can start and complete inspections in airplane mode; work is stored on the device and synced when the connection returns.
Planning tools cover daily inspection schedules and addresses, tracking of unfinished and completed work, and management of clients, owners, properties and inspection history, with routes opening in supported navigation apps.
Completed inspections generate a polished PDF report that can be viewed, saved, opened as a public web report, or shared with clients and stakeholders via a link.
A MeetInspect workspace account is required. Available features depend on the organisation's plan and permissions.
MusicBento is an AI-powered music creation platform designed for content creators, musicians, marketers, game developers, podcasters, and anyone who wants to turn ideas into original music. Users can describe a genre, mood, theme, instruments, or vocal style and generate complete songs without needing traditional music production experience.
Beyond text-to-music generation, MusicBento provides an integrated collection of creative audio tools. Users can generate and refine lyrics, create song covers, extend existing tracks, add vocals or instrumental accompaniment, train custom singing voices, remove vocals, and split songs into individual stems such as vocals, drums, bass, and instruments. MusicBento also supports audio-to-MIDI conversion with an integrated Piano Roll editor, making it easier to continue editing detected notes and musical ideas.
Generated songs, source audio, and completed results can be organized in dedicated workspaces. Users can preview tracks, revisit their creation history, manage different projects, and download supported audio formats based on their plan. The platform brings music generation, editing, voice workflows, audio separation, and asset management together in one browser-based experience.
MusicBento is built to help users move quickly from an initial idea to usable music for videos, social media, podcasts, games, advertising, personal projects, and other creative work. Commercial usage rights are available for eligible creations and plans.
Answer.AI is an AI-powered educational assistant designed to support learners across various subjects by providing instant, accurate, and step-by-step explanations. It caters to students, teachers, and lifelong learners, offering personalized study tools and resources to enhance understanding and confidence in academic pursuits.
Key Features and Functionality:
- Instant Homework Assistance: Users can upload images of problems or type questions to receive detailed, step-by-step solutions, facilitating a deeper comprehension of complex concepts.
- AI-Powered Writing Support: The platform assists in brainstorming ideas, generating outlines, and refining drafts, aiding in the creation of well-structured essays and reports.
- Comprehensive Subject Coverage: Answer.AI supports a wide range of subjects, including mathematics, science, literature, and history, adapting to each user's knowledge level.
- Progress Tracking and Personalized Learning: The app monitors learning progress, suggests related topics, and offers daily learning goals to promote consistent improvement.
- Collaborative Learning Spaces: It provides features for study groups and collaborative learning, enabling users to engage with peers for a more interactive educational experience.
Primary Value and User Solutions:
Answer.AI addresses the need for accessible, on-demand educational support by offering 24/7 assistance, thereby reducing reliance on traditional tutoring. It empowers users to grasp challenging subjects through personalized, step-by-step explanations and interactive learning tools. By adapting to individual learning styles and tracking progress, Answer.AI enhances comprehension, builds confidence, and fosters critical thinking skills, ultimately supporting users in achieving their academic and personal learning goals.
KleanDBM.ai is an AI-powered collaborative modeling platform designed for modern analytics teams to streamline the design of dimensional data models. It enables users to build star schemas more efficiently, generate production-ready Data Definition Language (DDL), and maintain alignment among architects, engineers, and stakeholders within a unified environment.
Key Features and Functionality:
- AI-Assisted Schema Design: Utilize natural language inputs to generate complete star schemas with appropriate keys, data types, and relationships.
- Visual Modeling Canvas: Employ a drag-and-drop interface for intuitive model refinement, including fact and dimension table templates, auto-layout, and relationship cardinality labels.
- Multi-Platform DDL Export: Export optimized DDL for platforms such as Databricks, Snowflake, PostgreSQL, MySQL, SQL Server, and dbt from a single model.
- Version Control: Save and manage versions of models, with the ability to browse history, view changes, and roll back to previous states without requiring Git knowledge.
- Real-Time Collaboration: Enable simultaneous work on the same model by data engineers, analysts, and stakeholders, reducing the need for synchronization meetings.
Primary Value and Problem Solved:
KleanDBM.ai addresses the challenges of time-consuming and error-prone manual data modeling by automating schema design and ensuring best practice compliance. It accelerates the modeling process, reduces errors, and enhances collaboration, allowing teams to focus on delivering actionable insights rather than managing complex data structures.