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Explore use cases

All use cases are examples curated by the Papr team.

Dynamic Sales Playbook

Pulls in your top-performing email sequences, pitch scripts and deal notes—combines them into an always-up-to-date guide.

Sales Enablement

Pipeline Performance Dashboard

Aggregates past deal metrics, stage-transition times and win rates to show live forecasts and friction points.

Analytics

Technical Debt Dashboard

Scans your memory for past ADRs, deprecated API calls and backlog items to show live technical debt hotspots.

Code Quality

Bug Resolution Report

Pulls in all linked bug tickets, logs, and patch notes—creates a timeline of how each issue was diagnosed and fixed.

Debugging

PRD & Spec Draft

Taps into your past specs, outlines and comments to auto-generate a first-pass Product Requirements Document.

Product

Blog Series Planner

Uses previous posts, research notes and performance metrics to suggest topics, sequence and keywords for your next series.

Content

Performance Benchmarks

Papr Memory outperforms leading models in retrieval accuracy across key metrics on the Stanford STARK evaluation MAG synthesized 10% data-set.

Stanford STARK evaluation MAG 10%
Retrieval Accuracy
0%
25%
50%
75%
100%
81%
41%
38%
37%
35%
32%
29%
86%
58%
59%
53%
51%
47%
47%
76%
49%
48%
51%
49%
46%
46%
83%
49%
48%
44%
41%
39%
39%
Hit @1
Hit @5
Recall @20
MRR
Papr1
GPT 4 Reranker
GritLM-7b
Claude3 Reranker
voyage-12-instruct
colBERTv2
ada-002

Benchmarks conducted in April 2024. Results show Papr Memory significantly outperforms other models in retrieval tasks.