Product Operations Hub

Your central command for feedback, launches, and team coordination

💬

↑ 12%

247

Open Feedback Items

🚀

↑ 2

Upcoming Launches

✅

68%

Avg Checklist Progress

⚠️

Items Need Attention

💬

Product Feedback Dashboard

Aggregated feedback from GitHub, Reddit, HN with user enrichment and priority boosting

247

Open Items

High Priority

$2.4M

ARR at Risk

Open Feedback Dashboard →

📅

Interactive Launch Calendar

2026 roadmap with Gantt timeline, team assignments, and Linear integration

Total Launches

In Progress

This Month

Open Launch Calendar →

✅

Launch Checklist System

Dynamic playbooks, team coordination, and automated notifications

Active Checklists

127

Total Items

68%

Avg Progress

Open Checklists →

📊 Feedback Summary by Category

⚙️

API & Infrastructure

Eng: Infrastructure Team

42 items

Rate Limiting

Latency Issues

SDK Improvements

Error Handling

🔨 3 in active build 📋 5 planned Q1

GitHub: 24 Intercom: 12 Reddit: 6

🧠

Model Performance

Eng: ML Research

38 items

Reasoning Quality

Code Generation

Context Handling

Hallucinations

🔨 2 in Magistral 🔨 1 in Large 3

Reddit: 18 HN: 12 GitHub: 8

🎯

Fine-tuning & Training

Eng: ML Platform

31 items

Dataset Management

Training Monitoring

Cost Optimization

Export/Deploy

🔨 4 in Fine-tuning V2

Intercom: 18 GitHub: 9 Granola: 4

💰

Pricing & Billing

Product + Finance

24 items

Usage Visibility

Enterprise Tiers

Invoice/Billing

Discounts/Credits

📋 Dashboard Q2

Intercom: 14 Granola: 8 Sales: 2

📚

Documentation

Eng: Developer Experience

28 items

API Examples

Tutorials

Migration Guides

SDK Docs

🔨 Docs V2 Refresh

GitHub: 15 Reddit: 8 Intercom: 5

🏢

Enterprise Features

Eng: Platform + Security

35 items

SSO/SAML

Audit Logs

Role Management

Data Residency

🔨 SSO Launch Apr 📋 Audit Q2

Granola: 18 Intercom: 12 Sales: 5

🎯 Weighted Priority Summary

Based on: Customer ARR + Request Volume + Strategic Alignment

Rate Limiting Improvements

API & Infrastructure • 18 requests • $890K ARR asking

MIS-2024-CPU 🔨 Building

Score: 94

Enterprise SSO (SAML/OIDC)

Enterprise Features • 14 requests • $1.2M ARR asking

MIS-2024-SSO 🔨 Building

Score: 91

Improved Reasoning (CoT, Multi-step)

Model Performance • 14 requests • Strategic priority

MIS-2024-MAG 🔨 Magistral

Score: 88

Dataset Management UI

Fine-tuning • 12 requests • $450K ARR asking

MIS-2024-FT 🔨 FT V2

Score: 82

API Latency Reduction

API & Infrastructure • 11 requests • Performance critical

MIS-2024-CPU ✅ Shipped

Score: 79

🎯 Customer Intelligence & Feedback Weighting

Last synced: 5 min ago

Attio CRM

Connected

Companies 847

Total ARR $18.2M

Pipeline $4.2M

ARR Stage Owner Last Touch

Granola Meeting Notes

Connected

Calls/Week 156

Deal Risk 12

Win Rate 34%

Call Insights Sentiment Objections Topics

Stripe Billing

Connected

MRR $1.52M

Usage Growth +24%

Churn Risk $89K

MRR Usage Plan API Calls

Clay Enrichment

Connected

Enriched 94%

Enterprise 312

AI/ML Cos 68%

Industry Headcount Funding Tech Stack

⚖️ Feedback Priority Weighting Formula

ARR Impact 35%

Total ARR of requesting customers from Attio

Health Risk 25%

Deal risk score from Granola call analysis (high risk = high priority)

Request Volume 20%

Number of unique customers requesting

Strategic Fit 15%

Alignment with product roadmap themes

Recency 5%

Time decay - newer requests score higher

Example: "Enterprise SSO" Priority Calculation

ARR Impact: $1.2M requesting → 35 × (1.2/2.0) = 21.0

Health Risk: 3 at-risk accounts (health <50) → 25 × 0.8 = 20.0

Volume: 14 unique requests → 20 × (14/20) = 14.0

Strategic: Enterprise focus theme → 15 × 1.0 = 15.0

Recency: Avg 15 days old → 5 × 0.85 = 4.25

Total Priority Score: 74.25 / 100

🤖 AI-Powered Feedback Processing (Mistral)

Processing 24/7

📥

Raw Data Sources

Intercom, GitHub, Reddit, Granola, HN

~500/day

→

🗄️

Raw Storage

Airtable / PostgreSQL

12,847 items

→

🧠
Mistral AI Processing
Categorize • Summarize • Score
Mistral Large

→

✨

Enriched Data

+ Customer Data + Priority Score

247 active

→

📊

This Dashboard

Visualize • Prioritize • Act

🏷️ Auto-Categorization

Mistral Large classifies each feedback item:

Category: Bug, Feature, Improvement, Question
Product Area: API, Model, Fine-tuning, etc.
Eng Team: Infrastructure, ML Research, etc.
Priority: Critical, High, Medium, Low

📝 Summarization

AI extracts key information:

One-line summary of the request
Technical details (error codes, models)
Sentiment analysis (-1 to +1)
Duplicate detection via embeddings

🔗 Smart Linking

Connects feedback to context:

Links to Linear projects/issues
Maps to roadmap items
Identifies similar past requests
Associates customer data

👥 Top Customers by Feedback Impact

GlobalFinance Corp

Enterprise Finance • 10,000+ employees

$500K ARR

42 Health

7 Requests

SSO (Critical) Audit Logs +2 more

⚠️ Churn Risk

TechCorp Industries

Enterprise Technology • 5,000+ employees

$250K ARR

78 Health

5 Requests

Rate Limits SDK Python +1 more

⭐ Champion

DataFlow Inc

Growth Data/AI • 500+ employees

$180K ARR

85 Health

4 Requests

Fine-tuning UI Batch API

📈 Expansion

SecureBank Holdings

Enterprise Finance • 20,000+ employees

$400K ARR

55 Health

6 Requests

SSO (Critical) Data Residency +2 more

⚠️ Monitor

AI Startup HQ

Starter Technology • 50 employees • Series A

$24K ARR

92 Health

8 Requests

Pricing Docs +4 more

⭐ Vocal Champion

Recent Activity

🚀

CPU Inference Optimization launched to GA

Launch Calendar 2 hours ago

✅

Mistral Large 3 checklist reached 45% completion

Checklists 3 hours ago

💬

New high-priority feedback from TechCorp (Enterprise)

Feedback Dashboard 4 hours ago

⚠️

Windows ARM Support - Legal review pending (due in 2 days)

Checklists 5 hours ago

📅

Magistral launch date moved to March 1st

Launch Calendar Yesterday

💬

12 new feedback items imported from GitHub Issues

Feedback Dashboard Yesterday

Product Feedback Dashboard

Raw feedback → Mistral AI categorisation → Customer-weighted prioritisation → Action queue

💡

MVP Implementation: This view can be built with Airtable + Zapier + Mistral API — no engineering dependency required.

Total Feedback (30d)

284

↑ 18.3% vs last period

From GitHub, Reddit, HN, Intercom, Granola

Critical Issues

↑ 2 new this week

Median resolution: 3.1 days

Sentiment Score

0.62

↑ +0.03

Scale: -1 to +1

ARR at Risk

$2.4M

4 accounts flagged

Based on health score < 60

Weighted Priority Queue

Priority = (Severity × ARR Weight × Recency) • Customer-enriched from Salesforce

Rate Limiting Returns Wrong Error Format

GitHub 🔴 Critical ↑ +2 Enterprise

"API returns incorrect JSON structure when rate limited, breaking error parsing in production"

🐙 pydantic-ai #1885 📅 Jan 11, 2026

⭐ Enterprise 💰 $95K ARR ⚠️ Health: 58/100

Magistral Infinite Loops on Complex Reasoning

Reddit 🔴 Critical

"Getting caught in infinite loops with complex reasoning tasks. Need ability to set more thinking tokens."

📍 r/LocalLLaMA 📅 Jan 10, 2026 💬 47 upvotes

Documentation Quality Gap vs OpenAI

HN 🟡 High

"Mistral docs are getting better but still behind OpenAI. Missing practical examples and edge cases."

📍 Hacker News 📅 Jan 8, 2026 💬 23 points

Feedback by Category

AI-categorised using Mistral Small • Click to drill down

Bugs

Feature Requests

Documentation

Praise

Feedback by Product Area

Mapped to engineering teams

API Platform

Models (Large)

Le Chat

Codestral

AI Processing Pipeline

How Mistral processes its own feedback using Mistral models

📥

Ingest

GitHub, Reddit, HN, Intercom

→

🤖

Categorise

Mistral Small

→

👤

Enrich

Salesforce + Clearbit

→

⚖️

Prioritise

ARR × Severity × Recency

Customer Weighting Formula

                                        priority_boost = (ARR / $100K) × tier_multiplier × (1 - days_since/90)
                                    

Enterprise: 2.0× Growth: 1.5× Pro: 1.2× Starter: 1.0×

Auto-Categorisation

Bug, Feature, Docs, Praise

Sentiment Analysis

-1.0 to +1.0 scale

Duplicate Detection

Mistral Embed similarity

Theme Clustering

Auto-group related items

💡

Why Mistral for Our Own Feedback? Dogfooding • Privacy (no 3rd party) • Cost efficiency • Fine-tuned for our domain

All Feedback

247 items from 5 sources | Last synced: 3 min ago

Title ↓	Source ↕	Category ↕	Priority ↕	Sentiment ↕	Customer ↕	Date ↕
Mistral's rate limit handling returns wrong error format API returns incorrect JSON structure when rate limited, breaking error parsing...	GitHub	Bug	Critical	-0.6	pydantic-ai	Jan 11, 2026
Magistral needs more thinking tokens for complex tasks Getting caught in infinite loops with complex reasoning. Need ability to set more thinking tokens...	Reddit	Feature	High	-0.3	r/LocalLLaMA	Jan 10, 2026
Rate limiting at mistral.ai despite API key Being rate limited at mistral.ai despite valid API key. Need better error messages and retry logic...	GitHub	API	High	-0.5	Roo-Code	Jan 9, 2026
Mistral docs are confusing compared to OpenAI Tried to find info on function calling but docs are scattered. OpenAI has much clearer examples...	HN	Docs	Medium	-0.4	HN User	Jan 9, 2026
Production down - API returning 503 errors Our production system is down. Getting 503 errors on all API calls since 2pm UTC...	Intercom	API	Critical	-0.9	Acme Corp (Enterprise)	Jan 12, 2026
Sales Call: TechStartup wants fine-tuning API Prospect asked about fine-tuning API availability. They need to customize model for legal domain...	Granola	Feature	High	0.1	TechStartup Inc	Jan 11, 2026
Mistral Large 2 latency higher than expected Comparing Mistral Large 2 vs GPT-4 and seeing ~200ms higher first token latency on average...	Reddit	Performance	Medium	-0.2	r/LocalLLaMA	Jan 8, 2026
Feature request: Streaming support for embeddings For large document batches, streaming embeddings would improve UX significantly...	GitHub	Feature	Medium	0.2	mistral-client-py	Jan 7, 2026
Question about JSON mode documentation Hi, I'm trying to use JSON mode but can't find clear examples in the docs. Can you point me to...	Intercom	Docs	Low	0.0	NewDev (Starter)	Jan 7, 2026
Would love OpenAI-compatible endpoint If Mistral had a drop-in OpenAI-compatible endpoint, migration would be trivial. Currently have to...	HN	Feature	High	0.3	HN User	Jan 6, 2026
Enterprise Demo: Compliance team needs audit logs During demo, compliance officer asked about API audit logging and data residency options...	Granola	API	High	0.4	BigBank (Prospect)	Jan 5, 2026
Codestral inconsistent with long context Codestral gives different outputs for same prompt when context is >50k tokens. Anyone else seeing...	Reddit	Bug	Medium	-0.3	r/MachineLearning	Jan 4, 2026

Product Roadmap

Sales-Engineering sync view - what to sell NOW vs what's coming

GA - Sell now

Beta - Soft sell

In Dev - Don't promise

Planned - Future

Feature / Product	Status	Progress	Target Date	Customer Demand	Sales Guidance
Mistral Large 2 Flagship model, 123B params	GA	100%	Live	$2.4M ARR 847 customers	Sell confidently
Codestral Code generation model	GA	100%	Live	$890K ARR 312 customers	Sell confidently
Magistral (Reasoning) Extended thinking model	Beta	85%	Feb 2026	$340K pipeline 23 waiting customers	Soft sell - beta access
Mistral Large 3 Next-gen flagship	In Dev	68%	Feb 15, 2026	$1.2M pipeline 45 waiting customers	Don't promise dates
Enterprise SSO SAML & OIDC support	In Dev	42%	Apr 1, 2026	$500K at risk GlobalFinance blocked	Critical blocker - escalate
Fine-tuning API Custom model training	Planned	10%	Q2 2026	$780K pipeline 34 feature requests	Future - don't commit
EU Data Residency EU-only data storage	Planned	5%	Q2 2026	$620K at risk HealthTech blocked	Regulatory blocker

Deals at Risk - Missing Features

GlobalFinance Corp

$500K

Needs: SSO, Audit Logs

HealthTech Solutions

$400K

Needs: EU Data Residency

SecureBank AG

$220K

Needs: SSO, On-prem option