Forward to: CS Team

Customer Success
Workflows

Ten agent workflows for the CS Team — customer health monitoring, churn prediction, expansion opportunity detection, adoption intelligence, risk signal identification, QBR automation, customer advocacy mapping, onboarding health tracking, renewal forecasting, and customer segmentation — transforming domain signals into retention and growth actions.

These workflows display realistic demo data for demonstration. In production, the agents connect to your real SaaS and software data via MCP services or CSV import.
Deployment Options
The entire platform is available as a self-hosted solution or managed service
Self-Hosted
RECOMMENDED FOR ENTERPRISE
Deploy the entire platform on your own infrastructure. Your data never leaves your environment. Bring your own LLM API key (OpenAI, Claude, Gemini) or use local LLMs. Full source code delivered.
Complete source code (Python agents, PHP dashboards, MCP services)
Data stays on your servers — no external data transfer
MCP connectors for your existing data sources, APIs, and internal platforms
Custom integration and onboarding support available
$999
2 AI Agents
5 integration hrs
$1,999
5 AI Agents
10 integration hrs
$3,999
10 AI Agents
20 integration hrs
one-time license + (optional) $999/yr updates
Managed Platform
FOR AGENCIES & TEAMS
We host and operate the platform for you. Upload data or connect your platforms via secure MCP services or using API. No infrastructure management needed.
Fully managed — no DevOps required on your side
Secure data upload or API-based MCP integration
Dashboard access with your own branded login
Automatic updates and new agent releases
$999/mo
2 AI Agents
5 integration hrs
$1,999/mo
5 AI Agents
10 integration hrs
$3,999/mo
10 AI Agents
20 integration hrs
includes hosting, updates & support
* price may be higher in cases of very high AI processing volumes/demands
Both options include MCP services with connectors for your existing data sources, APIs, and internal platforms. Data dictionaries define the schema contract between each agent and your data sources.
See example of production dashboards: Programmatic Trading AI Agent Dashboards →

1Customer Health Score Enhancement

AI agent enriches customer health scores with domain intelligence — detecting company distress signals, leadership changes, and organizational shifts that predict churn before usage metrics show decline.

1
Monitor Customer Domain Health Signals
/careers /leadership /press /about OpenPageRank Domain Ages
CUSTOMER HEALTH DASHBOARD — 1,247 ACCOUNTS ════════════════════════════════════════════════════════ HEALTHY (1,089 accounts — 87.3%): Domain signals stable | Usage healthy | No risk indicators AT RISK (34 accounts — 2.7%): customer-alpha.com ($180K ARR) /careers: -60% job postings (120 → 48 in 90 days) /leadership: CFO and COO departed same month /press: "Restructuring to focus on core business" PageRank: 5.4 → 3.8 (declining) Usage: Still normal — but domain signals predict churn RISK: Company in distress — proactive CSM outreach needed customer-beta.io ($95K ARR) /leadership: Our champion (VP Ops) left company /careers: No replacement posting for VP Ops role /about: Removed "operational excellence" from mission RISK: Champion departed — need new champion mapping WATCH LIST (124 accounts — 9.9%): Minor signals detected — elevated monitoring

2Churn Prediction & Early Warning

AI agent predicts churn 60-90 days before it happens by combining usage decline with domain distress signals — company layoffs, leadership changes, budget cuts, and competitive tool adoption.

1
Predict Churn with Domain Signals
/careers /press /partners /leadership OpenPageRank
Churn Prediction Model
Domain Intelligence Churn Signals — Adding domain signals to usage-based churn model improved prediction accuracy from 52% to 84% at 90-day horizon. Top predictive signals: /careers decline (-40% or more), champion departure from /leadership, competitor listed on /partners page, /press announcing layoffs, PageRank decline >1.5 points in 90 days.
84% churn prediction accuracy with domain signals (vs 52% usage-only)

3Expansion Opportunity Detection

AI agent identifies expansion opportunities within existing accounts by monitoring domain signals for company growth — new offices, product launches, hiring surges, and funding rounds that indicate readiness for more seats or features.

1
Detect Account Growth Signals
/careers /press /products Countries OpenPageRank
EXPANSION OPPORTUNITIES — Q1 2026 ════════════════════════════════════════════════════════ TOP EXPANSION ACCOUNTS: growing-customer.com ($45K ARR → Est. $120K potential) /careers: +200% headcount (50 → 150 roles posted) /press: $60M Series C raised — aggressive growth mode Countries: 3 new offices (London, Berlin, Singapore) /products: 2 new product lines launched Current: 50 seats | Potential: 200+ seats across new offices ACTION: Schedule expansion QBR, propose multi-region rollout enterprise-customer.com ($200K ARR → Est. $350K potential) /press: Acquired subsidiary-brand.com (800 employees) /about: Now lists subsidiary as division Current: 500 seats | Potential: +800 seats from acquisition ACTION: Offer acquisition onboarding package TOTAL PIPELINE: $1.8M expansion ARR across 34 accounts

4QBR Intelligence Automation

AI agent automates quarterly business review preparation by compiling customer domain intelligence — company changes, industry trends, competitive landscape shifts, and growth signals into CSM-ready QBR decks.

1
Auto-Generate QBR Intelligence
/press /leadership /careers /products /blog IAB Categories

QBR Intelligence Brief — growing-customer.com

COMPANY CHANGES SINCE LAST QBR ──────────────────────────────────────── 1. Raised $60M Series C (from /press — Jan 2026) 2. Opened 3 new international offices (from Countries) 3. Launched 2 new product lines (from /products) 4. Hired VP International Operations (from /leadership) 5. CTO departed, new CTO from Stripe (from /leadership) INDUSTRY TRENDS (IAB: Technology > SaaS) ──────────────────────────────────────── AI adoption accelerating across their sector 3 of their competitors also raised funding this quarter Industry average PageRank trending up (+0.4 avg) RECOMMENDED QBR TALKING POINTS ──────────────────────────────────────── 1. Congratulate on Series C — position expansion conversation 2. International rollout plan — multi-region deployment 3. Meet new CTO — rebuild technical champion relationship 4. Address any concerns from CTO transition

5Champion Tracking & Risk Alerting

AI agent monitors customer leadership pages for champion departures — detecting when key stakeholders leave the organization and alerting CSMs to rebuild relationships before the account becomes at-risk.

1
Track Champion Movements
/leadership /careers /about OpenPageRank
CHAMPION TRACKING — FEBRUARY 2026 ALERTS ════════════════════════════════════════════════════════ CHAMPION DEPARTED (immediate action): customer-beta.io ($95K ARR) Champion: Sarah Miller (VP Operations) /leadership: Removed from team page Feb 3 /careers: VP Operations role NOT posted (concerning) ACTION: Identify interim contact, schedule check-in CHAMPION LANDED (new opportunity): new-company.com (NOT a customer) /leadership: Sarah Miller joined as COO /careers: Company is hiring rapidly (80+ roles) PageRank: 6.2 | Est. 400+ employees ACTION: Former champion at new company — warm intro for sales CHAMPION PROMOTED: enterprise-customer.com ($200K ARR) Champion: David Chen promoted from Director → VP /leadership: Now reports directly to CEO OPPORTUNITY: Stronger champion position = expansion potential

6Customer Advocacy & Reference Mapping

AI agent identifies ideal customer advocates by analyzing domain influence, industry positioning, and brand strength — selecting the most impactful reference customers for case studies, testimonials, and reference calls.

1
Identify High-Impact Advocates
/about /blog /press OpenPageRank IAB Categories
ADVOCACY CANDIDATES — RANKED BY INFLUENCE ════════════════════════════════════════════════════════ TIER 1 — HIGH INFLUENCE (12 accounts): well-known-brand.com — PageRank: 8.2 /about: Fortune 500 company, household brand name /blog: Active blog (12 posts/month), industry thought leader /press: Frequently featured in major publications NPS: 9/10 | Usage: Power user | ARR: $240K VALUE: Case study would be seen by 100K+ prospects industry-leader.com — PageRank: 7.6 /about: "#1 in their category" — strong market position /blog: 25K newsletter subscribers, active conference speaker IAB: Technology > Enterprise Software NPS: 10/10 | Usage: Champion | ARR: $180K VALUE: Reference for enterprise technology prospects

7Renewal Risk Assessment

AI agent assesses renewal risk by combining usage data with domain intelligence signals — company financial health, leadership stability, competitive tool adoption, and industry headwinds that may impact renewal decisions.

1
Assess Renewal Risk 90 Days Out
/careers /press /partners /investors OpenPageRank
RENEWAL RISK — NEXT 90 DAYS (87 renewals) ════════════════════════════════════════════════════════ LOW RISK (68 accounts — $4.2M ARR): Healthy domain signals | Strong usage | No competitor adoption HIGH RISK (8 accounts — $890K ARR): customer-gamma.com ($120K ARR, renews Apr 15) /careers: -55% headcount (layoffs) /press: "Cost reduction initiative across all departments" /partners: Added competitor-tool.com to integrations page Usage: -30% MAU in last 60 days RISK: Budget cuts + competitor evaluation — offer discount? customer-delta.io ($85K ARR, renews May 1) /leadership: New CFO from cost-cutting background /blog: "Optimizing our tech stack for efficiency" RISK: New CFO likely to audit all software spend MEDIUM RISK (11 accounts — $540K ARR): Some signals present — elevated monitoring recommended

8Customer Segmentation Intelligence

AI agent creates intelligent customer segments based on domain intelligence — grouping customers by company maturity, technology sophistication, industry vertical, and growth trajectory for targeted CS strategies.

1
Create Domain-Based Customer Segments
/careers /api /products IAB Categories OpenPageRank Countries
CUSTOMER SEGMENTS — DOMAIN INTELLIGENCE ════════════════════════════════════════════════════════ SEGMENT: Enterprise Tech (189 accounts, $8.4M ARR) Profile: PR >6, /api present, /careers 500+, /security SOC2 Avg ARR: $44K | Retention: 96% | NPS: 8.4 CS Model: High-touch, dedicated CSM, quarterly QBRs SEGMENT: Growth Stage (345 accounts, $5.2M ARR) Profile: PR 4-6, /careers 50-500, funded (/press mentions) Avg ARR: $15K | Retention: 89% | NPS: 7.8 CS Model: Mid-touch, pooled CSM, bi-annual check-ins SEGMENT: SMB/Self-Serve (713 accounts, $2.1M ARR) Profile: PR <4, /careers <50 or absent, limited web presence Avg ARR: $2.9K | Retention: 78% | NPS: 7.2 CS Model: Tech-touch, automated playbooks, community support INSIGHT: Enterprise Tech segment = 15% of accounts but 53% of ARR

9Onboarding Health Monitoring

AI agent monitors new customer onboarding health by combining activation metrics with domain intelligence — identifying customers whose company profile predicts implementation challenges and proactively offering support.

1
Monitor Onboarding Progress by Segment
/api /docs /products IAB Categories OpenPageRank
ONBOARDING HEALTH — 45 NEW CUSTOMERS (last 30 days) ════════════════════════════════════════════════════════ ON TRACK (34 customers): Activation milestones met | Domain profile matches success pattern AT RISK (4 customers): new-enterprise-customer.com ($120K ARR) /api: No API docs — may struggle with API integration /docs: Limited technical documentation culture Activation: Day 14, only 2 of 5 milestones complete ACTION: Assign implementation specialist, extend onboarding traditional-company.com ($45K ARR) /products: Legacy tech stack indicators /api: Not present — no API experience Activation: Day 10, team invite not complete ACTION: Schedule hands-on training, provide migration guide NEEDS ATTENTION (7 customers): Partial activation — nudge campaigns triggered

10Customer Industry Trend Alerting

AI agent monitors industry trends affecting customer segments and proactively alerts CSMs to relevant changes — regulatory shifts, competitive landscape moves, and sector headwinds that may impact customer strategy.

1
Alert CSMs to Industry Changes
/press /blog /compliance IAB Categories OpenPageRank

Industry Trend Alert — Healthcare Customers

TREND: New HIPAA Compliance Requirements ──────────────────────────────────────── DETECTED: 14 healthcare domain /compliance pages updated with references to new HIPAA data handling requirements effective April 2026. AFFECTED CUSTOMERS (23 accounts, $1.4M ARR): All customers with IAB: Health & Fitness category These customers will need compliance documentation from us RECOMMENDED CSM ACTIONS: 1. Proactively share our HIPAA compliance documentation 2. Offer compliance configuration review call 3. Highlight our audit log features (underutilized) 4. Position as trusted partner during regulatory change OUTCOME: Proactive outreach increases NPS +12 pts on average
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