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Progress Agentic RAG

Progress Agentic RAG provides a centralized knowledge layer connecting enterprise content to AI experiences.

Place
#16 of 26
Score
6.2
Progress Agentic RAG's website

What Progress Agentic RAG is

Progress Agentic RAG provides a centralized knowledge layer connecting enterprise content to AI experiences. It indexes more than 30 file formats, including documents, spreadsheets, audio, and video. Hybrid search, chunking, and metadata filters can be configured for different uses. Progress says the platform supports more than 40 large language models, which customers can change without re-indexing. Its REMi evaluation model measures answer relevance, context relevance, and groundedness. Retrieval agents can combine knowledge boxes, SQL databases, internet search services, and MCP servers in one response. Developer access includes an SDK, CLI, API, and Sync Agent for integrations and uploads. Security features include permission-aware retrieval, role-based access controls, and end-to-end audit logging. Deployment options include Progress-managed cloud in Europe or the USA, or hybrid processing with storage in a customer-controlled NucliaDB instance. Starter costs $700 a month; Pro costs $1,925 a month; Enterprise pricing is by quote. A 14-day trial is available.

Good

  • Ingests more than 30 file formats
  • Supports more than 40 LLMs
  • Hybrid search and metadata filtering
  • Retrieval across databases and MCP servers
  • Permission-aware retrieval with audit logging

Watch out

  • Starter accepts text files only
  • Starter limits files to 750MB each
  • Indexed-data limits vary by plan

Who it suits

Starter is positioned for startups and small teams, Pro for mid-size organizations, and Enterprise for large enterprises. It suits teams building searchable, permission-aware AI experiences over varied content.

Verdict

Progress Agentic RAG combines broad content ingestion, model flexibility, retrieval integrations, and evaluation tools for enterprise AI applications. Buyers should match file, storage, token, and support limits to their plan.

Plans and prices

From Progress Agentic RAG's own pricing page, checked 4 Oct 2026.

All about pricing
PlanPriceWhat it gives you
Starter$700 a month5GB indexed data or 15k resources · max 750MB per file, text-based files only · up to 10,000 tokens/month included · community support · monthly
Pro$1,925 a month25GB indexed data or 80k resources · max 1.5GB per file, all file types · up to 10,000 tokens/month included after first 3 months · 100k free tokens/month for first 3 months · Community support + ZenDesk · monthly
EnterprisePriced on requestUnlimited file size · unlimited indexed data · private Slack channel + Zendesk · on-prem options · Contact us for a customized quote

The facts

Each one read from Progress Agentic RAG's own pages, with the date it was checked.

What it does

Answer evaluation
Its REMi evaluation model measures answer relevance, context relevance, and groundedness.checked 4 Oct 2026
Deployment
Deployment options include Progress-managed cloud in Europe or the USA and hybrid processing in the cloud with storage in the customer's local NucliaDB instance.checked 4 Oct 2026
Developer access
The pricing comparison lists SDK, CLI, API, and Sync Agent for data integrations and uploads.checked 4 Oct 2026
Ingestion
The platform ingests 30+ file formats, including documents, spreadsheets, audio, and video, into an indexed foundation.checked 4 Oct 2026
Integrations
Retrieval agents can query knowledge boxes, SQL databases, internet search services, and MCP servers in one response.checked 4 Oct 2026
Intended users
The pricing page positions Starter for startups and small teams, Pro for mid-size organizations, and Enterprise for large enterprises.checked 4 Oct 2026
Limits
Starter is limited to text-based files up to 750MB each and 5GB or 15,000 resources of indexed data; Pro allows all file types up to 1.5GB each and 25GB or 80,000 resources.checked 4 Oct 2026
LLM support
Progress says the platform supports 40+ LLMs and lets customers change models without re-indexing.checked 4 Oct 2026
Purpose
Progress Agentic RAG provides a centralized agentic knowledge layer connecting enterprise content to AI experiences.checked 4 Oct 2026
Search
It supports hybrid search, chunking, and metadata filtering, configurable for different use cases.checked 4 Oct 2026
Security
The product page states that the platform supports permission-aware retrieval, role-based access controls, and end-to-end audit logging.checked 4 Oct 2026
Security certifications
Progress describes its Agentic RAG business as ISO 27001 and SOC 2 Type 2 accredited and says it offers EU and US data centers.checked 4 Oct 2026
Support
Starter includes community support, Pro includes community support plus ZenDesk, and Enterprise includes a private Slack channel plus Zendesk.checked 4 Oct 2026

The company

Founded
1981checked 28 Sep 2026
Headquarters
Burlington, Massachusetts, United Stateschecked 28 Sep 2026

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