Refinery · Where answers get verified

Your company already knows the answersRIFF turns your decks, calls and docs into answers your team approves before anything goes live.

Get your map Or start building your layer

Website

ChatGPT

Claude

Perplexity

Gemini

RIFF Refinery — Knowledge Graph with verified claims

Build your verified knowledge layer

Transform content into knowledgeFrom scattered files to structured intelligence

Your content · Example

Sales deck · slide 14

“Integrates with every major CRM.”

Discovery call · Q3

“HubSpot and Salesforce are native — the rest go through Zapier.”

API reference v2.1

connectors: salesforce, hubspot · bi-directional · 5-min sync

Website · 2023

“Salesforce integration coming soon.”

Refine↓→

Knowledge recordIntegrations

Claim

Native Salesforce and HubSpot connectors, bi-directional, syncing every 5 minutes.

Sources

[1] API reference v2.1 · [2] Discovery call · [3] Sales deck

Supersedes

“Salesforce integration coming soon” — website, 2023

Awaiting approvalConfidence · high

How Refinery worksFour steps to turn your documents into buyer-ready answers

Step 01

Build your verified knowledge layer

Upload docs, calls, and decks. RIFF extracts verified claims, organizes them by topic, and builds a knowledge graph your AI can cite.

Step 02

Simulate real buyer questions

Ask questions the way buyers do. See how RIFF answers, check confidence scores, flag inaccuracies, and submit corrections.

Step 03

Set answer governance and voice

Set tone, vocabulary, and guardrails. Your AI answers the way your best sales engineer would — consistent and on-brand.

Step 04

Learn from every conversation

Every buyer interaction feeds back into your knowledge layer. Track topics, flag gaps, and continuously improve answer quality.

Step 01

Build your verified knowledge layer

Upload docs, calls, and decks. RIFF extracts verified claims, organizes them by topic, and builds a knowledge graph your AI can cite.

RIFF Refinery — Buyer simulation and training

RIFF Refinery — answer governance and voice configuration

RIFF Refinery — Conversation analytics dashboard

One layer · every surface

One verified knowledge layer for every buyer surface.

Bring your docs, calls, FAQs, and product knowledge. RIFF turns them into a Verified Knowledge Layer that powers every buyer interaction.

Bring what you have

Docs & specs
Sales calls
Decks
FAQs
API references

RIFF makes it the layer

Verified knowledge layer

Verified. Owned. Always-on.

A single source of truth your company controls, ready to plug into every AI and answer surface.

Buyers find the answer

Your website
ChatGPT
Perplexity & Google AI
Claude
Buyer agents

Pricing

From $1,000/mo for 75 verified answers live. Unlimited seats on every plan. See pricing

Build the verified product truth behind every buyer evaluation

You'll get your buyers' deciding questions, each marked verified or missing.Free, about 2 minutes, no sales call.