TraceDoes it apply to renewals?
- Question received
- Facts found3 facts on Topic: Pricing
- Sources checkedPricing policy v3 (approved) · #sales thread (not a decision)
- Coverageno approved source mentions renewals
- Decideddecline (“Not sure.”)
Sample
- Claude Code → query_knowledge← 12%
- Codex → query_knowledge← Not sure.
- your agent → query_knowledge← 12%
- Cursor → query_knowledge← 12%
What's our current cap on volume discounts?
12% on new contracts, from 1 April 2026.
“From 1 April 2026, volume discounts are capped at 12% for all new contracts.”
Pricing policy v3 · approved by the CFO
Not sure.
Pricing policy v3 covers new contracts only, and the only word on renewals is a Slack message, which isn't a decision.
Up to 15%, under Pricing policy v2 (2025).
“Volume discounts of up to 15% may be offered.”
Pricing policy v3 replaced it from 1 April 2026.
Pricing policy v2
→ query_knowledge
{ "query": "What's our current cap on volume discounts?", "mode": "standard" }
← 12% on new contracts, from 1 April 2026. [1]
Sources
[1] Pricing policy v3 · approved by the CFO
"From 1 April 2026, volume discounts are capped at 12% for all new contracts."
Coverage: expert · Mode: standard · Retrieval: hybrid
{ "query_id": "<query-id>", "coverage": "expert", "retrieval_mode": "hybrid", "truncated": false, … }
→ query_knowledge
{ "query": "What was the cap before April?", "mode": "standard" }
← Up to 15%, under Pricing policy v2 (2025). [1] Pricing policy v3 replaced it from 1 April 2026.
Sources
[1] Pricing policy v2 (2025)
"Volume discounts of up to 15% may be offered."
Coverage: expert · Mode: standard · Retrieval: hybrid
{ "query_id": "<query-id>", "coverage": "expert", "retrieval_mode": "hybrid", "truncated": false, … }
Connect your agent MCP
One-line install
claude mcp add quelvio --transport http https://mcp.quelvio.com/httpMCP server
https://mcp.quelvio.com/httpllms.txt
https://quelvio.com/llms.txtEvery answer shows its source.
Each answer is built from facts. Each fact keeps the sentence it came from, who said it, and when.
Sample data
“From 1 April 2026, volume discounts are capped at 12% for all new contracts.”
Finance · Maya Okafor, CFO · 4 March 2026
Recall isn’t correctness.
Search and agent memory are built to find something relevant. They can’t tell which of three memos is current, who approved it, or that last week’s thread reversed it. A person fills that gap from experience. An agent can’t, so it acts on whatever it found first.
Relevant isn’t current.
Last year’s pricing policy still matches the question.
Newer isn’t approved.
A fresh Slack message isn’t a decision.
An answer isn’t always right.
When the sources disagree, the honest answer says so.
Memory your agents can be held to.
At the start of a session, an agent asks Quelvio what it should know. At the end, Quelvio checks what’s worth keeping. Nothing is kept silently: stewards see, correct, share and erase what agents remember.
Session start
the facts and earlier decisions that matter for the task, with sources.
Session end
what the agent learned is checked before it is kept, never written in silently.
Stewards
see what each agent remembers, share it between agents, correct, forget or erase it.
MCP server and hooks
for Claude Code and other agents.
Illustration · sample dataSession startagent: renewals-assistant Session end
Agent asks
“What should I know for the Brightwater renewal?”
Quelvio returns · 3 facts with sources
- Volume discounts on new contracts are capped at 12%.Pricing policy v3 · §2, line 14
- Brightwater contract ends 30 June 2026.Brightwater contract
- Renewals owner is Finance.Pricing policy v3
Kept from this session · 1
“Brightwater asked for a 2-year term”
From this session · 12 May 2026
Kept · its stewards can correct, forget or erase it
Answers that quote, and know when to stop.
Ask a question and get an answer built from facts, each quoted with its source. When the sources disagree or say nothing, Quelvio says so instead of guessing.
Search and answers
across your repositories.
Topics and entities
everything known about a customer, a policy or a project, together.
Personal memory that’s yours
your questions and preferences, seen only by you, yours to pause, export or erase.
TopicIllustration · sample data
Pricing
3facts
1earlier
1questioned
EntitiesLarkspur FreightFinance
- Current
Volume discounts on new contracts are capped at 12%.
Pricing policy v3 · §2, line 14 · Finance
- Earlier
Volume discounts of up to 15% may be offered.
Pricing policy v2 · 2025
- Questioned
“I think we can still go to 15% on renewals.”
#sales thread · Tom Reyes · 9 April 2026 · not a decision
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