Overview
IngestAI (IngestAI Labs Inc.) is a full‑stack AI platform and services firm that helps organizations build, deploy, and operate AI-driven products. It combines no-code tools, multi-model access (OpenAI, Cohere, Stability, etc.), embedding workflows, prompt/metaprompt editing, model comparison/A-B testing, and private on‑prem / BYOM deployment options. IngestAI supports building ChatGPT-like assistants from company content, AI search powered by embeddings, integrations with messaging and collaboration channels, and enterprise features for governance and compliance. The company also offers consulting: AI strategy, architecture, and full‑stack product development.
Key Features
Multi-model Access
Use and compare many LLMs (OpenAI, Cohere, Stability, etc.) from one workspace and run A/B tests.
No-code / Rapid Deployments
Build ChatGPT-like assistants from your knowledge base and deploy across web and messaging channels without coding.
Embeddings & AI Search
Embedding workflows, vector storage, and a hybrid semantic search to surface relevant internal knowledge.
Prompt & Metaprompt Editing
Metaprompt editor and prompt templating to shape model behavior without full fine‑tuning.
Integrations & APIs
Connect to Discord, Slack, WhatsApp, Telegram and external data sources; exposes APIs for custom integrations.
On‑premise & BYOM (Bring Your Own Model)
Options to host models on-prem / private network and use customer-chosen models for data privacy and compliance.
Who Can Use This Tool?
- SMBs:Adopt no-code AI to build internal assistants and improve knowledge search and automation.
- Developers:Integrate multi-model APIs and customize embeddings for production AI applications.
- Enterprises:Deploy compliant, on‑premise AI solutions with role-based access and dedicated support.
- Product Teams:Rapidly prototype and ship AI-driven features using out-of-the-box integrations and workflows.
Pricing Plans
Entry-level plan with core features and limited monthly usage; indefinitely available.
- ✓Core platform functionality with limited monthly usage
- ✓Limited vector storage / object quota (trial-level storage limits)
- ✓Ability to create at least one AI app (trial-style limits apply)
- ✓Access to basic integrations and web chat (subject to limits)
Full SaaS plan for teams—unlimited apps, thousands of queries, advanced vectors, and integrations.
- ✓Unlimited apps
- ✓~3,000 queries per month (as stated on pricing page)
- ✓~1,000 vector storage objects and advanced vector storage options
- ✓Built-in web scraper / crawler
- ✓Integrations with Discord, WhatsApp, Slack, Telegram and APIs
- ✓Onboarding help and standard support channels
Custom enterprise plan with compliance, on-premise deployment, and dedicated support.
- ✓Customizable usage and storage limits
- ✓GDPR / HIPAA / SOC 2 compliance options
- ✓Custom web crawler and broader integrations
- ✓On-premise deployment / private cloud (Bring-Your-Own-Model support)
- ✓Role-based access control and enterprise governance
- ✓Dedicated success manager and 24/7 support
Pros & Cons
✓ Pros
- ✓No-code platform that speeds development of knowledge‑based chatbots and AI apps
- ✓Multi-model access (OpenAI, Cohere, Stability, other LLMs) and model comparison/A-B testing
- ✓Strong embedding, vector storage, and AI search features for knowledge-driven applications
- ✓On-premise/BYOM options for privacy-sensitive deployments and enterprise compliance
- ✓Rich integrations (messaging platforms, APIs) and documented developer guides
- ✓Offers both product consulting (strategy/architecture) and engineering services
✗ Cons
- ✗Pricing page includes custom/enterprise-only details; some pricing items appear as toggles and are not always fully transparent
- ✗Enterprise compliance and on-prem features require higher-tier/custom engagement
- ✗Small/bootstrapped company (seeking investors) — may imply smaller engineering/support bandwidth vs large vendors
- ✗Some pages show dynamic content or brief placeholders (suggesting variable polish in marketing copy)
Compare with Alternatives
Related Articles (6)
Concise breakdown of IngestAI pricing tiers, trial limits, refunds, and key FAQs.
A Silicon Valley AI consultancy offering end-to-end AI product development, strategy, and architecture for businesses.
Unified, AI-powered enterprise search across 100+ apps delivering real-time, personalized insights.
A collection of IngestAI blog posts on LLM comparisons, AI business tools, data prep, and ChatGPT tips.
A catalog of IngestAI use cases showing how to automate outreach, monitor markets, classify data, scrape web data, build AI assistants, protect privacy, and more.
