integrations platform
Purpose
Fivetran Analytics connectivity, Stripe billing integration, infra deployment, and launch operations. This workstream owns everything outside the product code that makes Dataface run in production: the Fivetran Analytics data connection (auth, secrets, warehouse access), Stripe-based billing lifecycle, Cloud Run deployment infrastructure, observability/alerting, incident response, and the fivetran.com integration surfaces. It's the "make it real in production" layer. Adjacent to cloud-suite (which is the product running on this infra) and dft-core (which needs warehouse connectivity that this workstream provisions).
Owner
- Head of Engineering
Tasks by Milestone
A runnable prototype path exists for deployment, billing, 5T connectivity, and operational reliability/launch integration, with concrete artifacts that prove the flow works end-to-end in the current codebase. Core assumptions are documented, known constraints are explicit, and the team can explain what is real versus mocked without ambiguity.
- Prototype gaps and follow-on capture Completed — Document top gaps and risks in reliability + launch operations that must be addressed next.
- Prototype implementation path Completed — Implement a runnable end-to-end prototype path for platform deployment/integration path.
- Prototype validation and proof Completed — Validate billing/connectivity operations with concrete proof artifacts and repeatable steps.
Internal analysts can execute at least one weekly real workflow that depends on deployment, billing, 5T connectivity, and operational reliability/launch integration in the 5T Analytics environment, without bespoke engineering intervention for every run. Instrumentation and feedback capture are in place so failures, friction points, and adoption gaps are visible and triaged with owners.
- Enable 5T Analytics connectivity for analyst pilot — Connect 5T Analytics data path, secrets, and environment configuration for pilot analyst workflows.
- Operationalize Fivetran GCP deploy path Completed — Finalize deployment pipeline/runbooks on Fivetran Google Cloud infrastructure for pilot reliability.
deployment, billing, 5T connectivity, and operational reliability/launch integration is hardened enough for regular use by multiple internal teams and initial design partners, with a predictable response loop for issues and requests. Quality expectations are documented, and prioritized improvements from real usage are actively incorporated into delivery.
- Define pricing and packaging model — Establish pricing tiers, packaging constraints, and internal approval for launch packaging.
- Finalize product name and procure domain — Decide final product name, verify legal/domain availability, and secure primary domain + redirects.
- Adoption hardening for internal teams — Harden platform deployment/integration path for repeated use across multiple internal teams and first design partners.
- Design-partner feedback loop operations — Operationalize rapid feedback-to-fix loop for billing/connectivity operations with explicit decision logs.
- M2 RunCache integration contract and adoption plan Completed — Define and implement an M2 integration contract for Dataface with Run Cache, including analytics repo compatibility, ca…
- Quality standards and guardrails — Define and enforce quality standards for reliability + launch operations to keep output consistent as contributors expa…
Launch scope for deployment, billing, 5T connectivity, and operational reliability/launch integration is complete, externally explainable, and supportable: user-facing behavior is stable, documentation is publishable, and operational ownership is explicit. Remaining gaps are non-blocking, risk-assessed, and tracked as post-launch follow-up rather than unresolved launch debt.
- Launch docs and external readiness — Publish external-facing documentation and examples for billing/connectivity operations that are executable by new users.
- Launch operations and reliability readiness — Finalize operational readiness for reliability + launch operations: telemetry, alerting, support ownership, and inciden…
- Launch Stripe billing lifecycle — Implement Stripe product catalog, checkout, subscription lifecycle, and webhook-driven state sync.
- Public launch scope completion — Complete launch-critical scope for platform deployment/integration path with production-safe behavior and rollback clar…
- Integrate launch surfaces on fivetran.com Planned — Ship fivetran.com entry points, quickstart routing, and product messaging integration for launch.
Post-launch stabilization is complete for deployment, billing, 5T connectivity, and operational reliability/launch integration: recurring incidents are reduced, support burden is lower, and quality gates are enforced consistently before release. The team has a repeatable operating model for maintenance, regression prevention, and measured reliability improvements.
- Regression prevention and quality gates — Add or enforce regression gates around billing/connectivity operations so release quality is sustained automatically.
- Sustainable operating model — Document and adopt sustainable operating model for reliability + launch operations across support, triage, and release…
- v1.0 stability and defect burn-down — Run stability program for platform deployment/integration path with recurring defect burn-down and reliability trend tr…
v1.2 delivers meaningful depth improvements in deployment, billing, 5T connectivity, and operational reliability/launch integration based on observed usage and retention signals, not just roadmap intent. Enhancements improve real customer outcomes, and release readiness is demonstrated through metrics, regression coverage, and clear migration guidance where relevant.
- Quality and performance improvements — Ship measurable quality/performance improvements in billing/connectivity operations tied to user-facing outcomes.
- v1.2 depth expansion — Deliver depth expansion in platform deployment/integration path prioritized by observed usage and retention outcomes.
- v1.2 release and migration readiness — Prepare v1.2 release/migration readiness for reliability + launch operations, including communication and upgrade guida…
Long-horizon opportunities for deployment, billing, 5T connectivity, and operational reliability/launch integration are captured as concrete hypotheses with user impact, prerequisites, and evaluation criteria. Ideas are ranked by strategic value and feasibility so future investment decisions can be made quickly with less rediscovery.
- Experiment design for future bets — Design validation experiments for reliability + launch operations so future bets can be tested before major investment.
- Future opportunity research — Capture long-horizon opportunities for platform deployment/integration path with user impact and strategic fit.
- Prerequisite and dependency mapping — Map enabling prerequisites and dependencies for billing/connectivity operations to reduce future startup cost.