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Customer Success Software Development
Customer success teams are running their most critical workflows in spreadsheets, Notion, and a CRM that wasn't built for post-sales work. They know which accounts are at risk when the customer sends a cancellation notice, not 90 days before when intervention could have changed the outcome.
We build custom customer success software -- health scoring that surfaces risk signals before they become churn, CS team workflow tools that replace the spreadsheet stack, onboarding automation that reduces time-to-value, and renewal management that gives CS teams the visibility they need to protect and expand revenue.
Account health scoring using product usage, support, and engagement signals
CS team workflow -- account ownership, tasks, playbooks, and escalation routing
Customer onboarding automation reducing time-to-value and improving activation rates
Renewal and expansion tracking with at-risk account identification
RaftLabs builds custom customer success software for SaaS and subscription businesses. Products include health scoring platforms that surface at-risk accounts before churn, CS team workflow tools that replace spreadsheets and Notion, onboarding automation that reduces time-to-value, and renewal management dashboards that protect gross revenue retention. Most CS software projects deliver in 10-16 weeks at a fixed cost.
- Products shipped
- 100+
- Industries served
- 24+
- Cost delivery
- Fixed
- Week delivery cycles
- 10-16
The tools built for sales are not built for post-sales
Most CRMs are designed to close deals. They track pipeline stages, opportunity values, and close dates. None of that maps to what a customer success manager does after the contract is signed. Post-sales work is about adoption milestones, engagement trends, support patterns, renewal timelines, and account health -- none of which a standard CRM surfaces without significant customization that rarely works the way the CS team needs it to.
The result is customer success teams building their own systems out of spreadsheets, Notion pages, and Slack alerts that no one reads. We build the software that replaces that stack -- health scoring that actually reflects the signals that predict churn, task and playbook workflows that match how CS teams operate, onboarding automation that moves customers through setup without requiring a manual touch at every step, and renewal dashboards that show the full picture 90 days before the decision point rather than three days before.
Problems we solve in customer success
- 01
CS team discovers an account is churning when the cancellation notice arrives, not 90 days earlier
When account health is assessed manually or not at all, churn is invisible until the customer has already made the decision. By the time the CS team reacts, the commercial conversation is damage control rather than retention. A health scoring system that aggregates product usage, support, and engagement signals surfaces the at-risk accounts 60 to 90 days before renewal, when intervention can still change the outcome.
- 02
200 accounts managed through a shared spreadsheet because the CRM has no post-sales workflow layer
CRMs track deals, not customer relationships. When the CS team inherits a closed account from sales, there is no native workflow for onboarding milestones, QBR scheduling, health checks, or renewal management. CSMs build workarounds in spreadsheets and Notion that break as headcount and account volume grow. A purpose-built CS platform with account ownership, task workflows, and escalation routing replaces the spreadsheet stack with a system that scales.
- 03
New customers stalling during onboarding because every step requires a manual CS team touchpoint
When customer onboarding depends on the CS team manually triggering each step -- welcome call, setup walkthrough, training session, activation check -- the process doesn't scale and customers who don't get prompt attention reach their first value milestone weeks late. Automated onboarding workflows that trigger checkpoint tasks, send in-app guidance, and alert the CS team only when a customer stalls remove the manual dependency from the steps that don't require human judgment.
- 04
Renewal pipeline visible only in the CRM as a close date with no health data or expansion context attached
When renewal management lives in the CRM alongside new business deals, the CS team has a close date but no account health score, no usage trend, no expansion signals, and no structured workflow for the renewal conversation. Renewals get managed reactively because the data to manage them proactively isn't surfaced in one place 90 days out. A dedicated renewal management module connected to health scoring changes the renewal motion from reactive to systematic.
What we build
Customer health scoring platform
A health scoring engine that aggregates product usage, support ticket volume and sentiment, NPS and CSAT responses, CRM activity, billing signals, and communication cadence into a single account health score. Configurable signal weighting so the score reflects what actually predicts churn in your customer base rather than a generic industry benchmark. Segment-level scoring so CS managers see health across a portfolio at a glance, not just per-account. At-risk accounts surface automatically before the customer signals intent to leave.
CS team workflow and account management
Account ownership assignment, portfolio views, task management, and escalation routing designed for post-sales teams managing 50 to 500 accounts per CSM. Playbook execution tracking so standard interventions -- onboarding calls, QBR scheduling, renewal conversations -- happen at the right time without relying on individual CSM memory. Manager visibility into team activity and account coverage without requiring manual status reports. The workflow layer that makes health scores actionable rather than informational.
Customer onboarding automation
Onboarding workflow automation that guides new customers through setup, activation, and first-value milestones without requiring a CS team member to manually trigger each step. Automated checkpoint tasks, customer-facing progress portals, and CS team visibility into where each account is in the onboarding sequence. Time-to-value and activation rate analytics that show which onboarding steps are causing drop-off. Reduces the volume of manual onboarding work that fills CS capacity without requiring human judgment.
Renewal and expansion management
Renewal pipeline tracking with contract dates, renewal value, and at-risk flags surfaced 90 to 120 days before the renewal decision. Expansion opportunity identification for accounts showing strong health signals and product usage growth. CS team workflow for renewal conversations, negotiation tracking, and multi-year contract management. Gross revenue retention and net revenue retention dashboards for leadership. The tooling that shifts renewal from a reactive scramble to a managed, proactive process.
Customer engagement analytics
Product usage tracking integrated with CS workflows so CSMs see session frequency, feature adoption, depth of use, and engagement trend over time -- without switching between the CS platform and a separate analytics tool. Cohort-level analysis to compare engagement across onboarding vintage, plan type, industry, or account size. Engagement alerts that fire when an account's usage drops below a threshold, triggering a CS intervention before the customer starts shopping alternatives.
Customer success integrations
Integration layer connecting your CS platform to the data sources that make health scoring and workflow automation meaningful: your product's usage events, your CRM opportunity and contact data, your support ticketing system, your NPS and CSAT survey platform, and your billing system. Pre-built connectors for Salesforce, HubSpot, Intercom, Zendesk, Stripe, and ChargeBee. Custom integration support for homegrown or less common data sources. The integrations that turn isolated data into a unified view of account health.
How we work with customer success clients
- 01
Discovery
Map how the CS team currently manages accounts: which data sources exist, where health signals live, how renewals are tracked, and what the handoff from sales looks like today. Identify the specific workflows and integrations the platform needs to replace before agreeing a fixed-price scope.
- 02
Architecture
Design the health scoring data model around the signals that predict churn in your specific customer base -- not a generic template. Define the integration architecture for pulling usage, support, CRM, and billing data into a unified account view, and the workflow logic for task assignment and escalation routing.
- 03
Build
Two-week sprints with working software at each checkpoint. Account management and health scoring ship first. Onboarding automation, renewal tracking, and integration connectors follow in subsequent sprints.
- 04
Launch and support
Phased rollout starting with a pilot segment of accounts before full CS team migration. Monitoring configured for data pipeline reliability and scoring freshness. Post-launch support covers health score model tuning as more churn data accumulates and product iterations as CS workflows evolve.
Frequently asked questions
A custom CS platform makes sense when your scale, integration requirements, or workflow needs fall outside what off-the-shelf tools handle well. Gainsight and Totango are built for mid-market and enterprise CS teams with relatively standard post-sales workflows. If your health scoring logic is specific to your product's usage patterns, if you need CS functionality embedded in your existing product rather than in a standalone tool, if your integrations are non-standard, or if the per-seat cost of enterprise CS platforms doesn't justify the features you actually use -- a custom build is worth evaluating. We scope both options honestly before recommending one.
The most predictive health score inputs are product usage (login frequency, feature depth, session recency), support signals (ticket volume, ticket sentiment, escalation history), NPS and CSAT survey responses, CRM activity (last contact date, engagement with QBRs), billing signals (payment delays, downgrade requests, plan changes), and communication cadence (email open rates, response times to CS outreach). The weight assigned to each signal should reflect what actually predicts churn in your customer base, which we determine during discovery by analyzing your historical churn data alongside the available signals.
The sales-to-CS handoff is one of the most common failure points in post-sales workflows. We build the handoff as a structured workflow -- not just a CRM stage change. When a deal closes, the CS platform pulls deal context from your CRM: product configuration, negotiated terms, stakeholder contacts, and any commitments made during the sale. An onboarding task sequence is triggered automatically. Account ownership is assigned based on your CS team's territory or segment rules. The CS manager receives a structured handoff brief rather than a phone call summary that gets lost. The workflow is configurable to match your actual sales-to-CS process.
A health scoring platform with basic CS workflow -- account views, at-risk alerting, and CRM integration -- typically runs $20,000 to $60,000 and delivers in 10 to 14 weeks. A full CS platform covering onboarding automation, renewal management, playbook execution, and multi-source integrations typically runs $60,000 to $150,000 depending on integration complexity and the number of data sources. We scope and price every project before starting. Fixed cost, no hourly billing.
Onboarding automation uses milestone completion logic rather than time-based triggers alone. When a customer completes a required step -- connects an integration, imports their first dataset, invites a team member -- the next automated step fires. When a customer has not completed a milestone within a configurable threshold after the previous step (for example, no integration connected within 3 days of signup), the system flags the account and routes an alert to the assigned CSM. The CSM sees what step the customer is stuck on, when they last logged in, and what actions they have taken -- enough context to make the intervention specific rather than generic.
Customer success software by product
Customer Health Scoring Software
Usage, support, and engagement signals into automated at-risk alerts
Customer Success Platform Development
Account ownership, playbooks, task workflows, and escalation routing
Customer Onboarding Automation Software
Milestone tracking, automated sequences, and time-to-value analytics
Renewal Management Software
Renewal pipeline, expansion signals, and gross revenue retention dashboards
What clients say
What our clients say
Three-year average engagement. Founders and operators describing the work in their own words. No marketing varnish.
Charles E.
Entrepreneur at Aggie Technologies
All of the sprints were completed on schedule and on budget. We highly recommend RaftLabs!
01 / 02
Related services
- Custom Software Development -- Custom CS platforms, health scoring engines, onboarding automation tools, and renewal dashboards built for your SaaS business model
- Business Process Automation -- Automate health score alerts, onboarding sequences, QBR preparation, and renewal pipeline updates
- AI Agent Development -- AI agents for churn risk prediction, usage anomaly detection, and automated success touchpoints