We rebuild runaway AI prototypes into production-grade products
Founders and CTOs drop us their broken surface area, we dissect the failure modes, and within 48 hours you receive a concrete quote, delivery window, and production plan built by senior engineers.
Crash-proof architectures
Resilient application and data flows engineered for unpredictable load.
Security-first delivery
Hardening, secrets governance, and compliance automation integrated from day one.
Operational observability
End-to-end monitoring, alerting, and recovery playbooks with executive-level dashboards.
Critical systems
High RiskMessaging queue retries blocked at driver level. Implement circuit breaker and exponential backoff.
Lead time
Co-authored timeline
We set delivery windows with your product and engineering leads.
Risk exposure
Full cost map
Operational and financial impacts translated into mitigation priorities.
Stabilization window
Sequenced launch plan
Parallel tracks for hardening, delivery, and observability with clear owner assignments.
Outcomes delivered
Operating models hardened so teams can ship without fear
We enter chaotic prototypes, isolate the failure modes, and leave your team with an instrumented, secure, and maintainable system—complete with documentation and operational guardrails.
Stability
Mission-critical paths reinforced
Alerting, rollback, and recovery drills aligned with the way your teams operate.
Velocity
Shipping cadence restored
Pipelines, testing, and observability integrated so product and platform stop blocking each other.
Stakeholders receive updates every 48 hours with blockers, decisions, and next deployments.
Coverage
- Infrastructure orchestration Terraform · Pulumi · AWS
- Observability stack Datadog · Grafana · OpenTelemetry
- Security controls SSO · Vault · Policy-as-code
Transformation playbook
Three-stage production conversion engineered for AI-native products
Emergency stabilization, deep hardening, and industrialized delivery—executed by a senior team working alongside your own engineers, not over them.
Stage 01 · Intake
Map the blast radius in 48 hours
You send the failing surfaces, logs, and constraints. We dissect the architecture, identify critical failures, and return a priced quote with a production-ready countdown.
- Failure-mode inventory with risk scoring
- Quote, delivery window, and scope commitments
- Executive-ready brief for fast go/no-go
Stage 02 · Build
Engineer the resilient product
The strike team executes the plan—stabilizing runtime, refactoring brittle surfaces, and wiring quality gates while keeping stakeholders in lockstep.
- Runtime hardening and graceful degradation patterns
- Automated tests layered from smoke to contract
- CI/CD rebuilt with security and compliance guardrails
Stage 03 · Launch
Ship and keep the pressure on
We cut over to production, transfer operating knowledge, and stay on the hook until the system hums under real load.
- Executive metrics, runbooks, and on-call alignment
- Knowledge transfer embedded alongside your team
- Post-launch optimizations and growth backlog
Decision velocity
← 2h
Time to diagnose and ship fixes across critical surfaces.
Rollback coverage
100%
Feature toggles, blue/green deploy, and chaos rehearsal baked in.
Executive pulse
- Service degradation detected Resolved
- Security compliance drift Mitigation running
- New feature experiments Deploying
Every engagement includes a shared command hub—aligning engineering, product, and leadership on progress, risk, and the next deployment window.
Leaders who called us in
“CloudBrick delivered in four weeks what internal teams could not stabilize in three months.”
“They took over a mission-critical AI layer days before our investor demo. Within a week, observability dashboards, runbooks, and quality gates were live. We now deploy on a predictable schedule and sleep at night.”
Delivery rhythm
48h
cadence for executive updates and risk reviews
14d
full stack hardening sprint to production cutover
Executive deliverables
- Stability and risk dashboard with automated alerts
- Architecture blueprint with modernization backlog
- Operational handbook for your on-call rotation
Recent engagements
The strike team drops in, neutralizes chaos, and leaves teams shipping again
“Atlas” AI observability platform
48h assessment → 18 day launch
- Rebuilt ingestion pipeline with graceful degradation path.
- Introduced blue/green deploys + chaos rehearsal.
Fintech risk scoring engine
Quote delivered in 36h
- Mapped hidden failure modes across LangChain agents.
- Hardened secrets management and SOC2 evidencing.
Healthtech automation suite
Stabilized for regulatory review
- Implemented observability mesh and incident playbooks.
- Delivered exec-ready governance pack for board approval.
Diagnose
We surface system failure modes and align on risk.
Build
Strike squad engineers refactor, harden, and automate QA.
Launch
We cut to production and hand over runbooks + governance.
The strike package
We drop in with a full-spectrum engineering, security, and product operations task force
CloudBrick pairs senior engineers with product and operations leaders who have shipped at scale. We work embedded inside your team and leave you with the capabilities to keep shipping without us.
Launch commitment
- Dedicated core squad: Tech Lead, Platform, SecOps, Delivery
- Twenty-four-seven escalation window during stabilization
- Executive reporting aligned with board expectations
Launch sprint
Production reset in 14 days
For teams entering a critical launch window. We neutralize blockers, stabilize the runtime, and ship with confidence.
- Golden path pipelines and rollback tooling
- Incident simulation and on-call coaching
- Automated compliance and reporting artifacts
- Executive launch room support
Stabilization retainer
Run the platform with us on your side
Ideal when your product is scaling fast and the surface area expands weekly. We keep the velocity without sacrificing reliability.
- Operational metrics and KPIs aligned to growth targets
- Platform roadmap co-piloted with your leadership
- Security, compliance, and privacy governance
- Quarterly game plan and architecture evolution
Questions founders ask
How the production rescue works
What do you need from us to produce the 48-hour quote?
We review your repo access (read-only), current deploy setup, and failure descriptions. A short loom or architecture diagram helps. Within 48 hours we send a scoped quote, delivery window, and risk inventory mapped to effort.
Do you work alongside our engineers or independently?
Both. We embed senior engineers who run daily working sessions with your team, take ownership of refactors, and leave fully documented runbooks. Your engineers stay in the loop, with clear owner assignments for every track.
What happens after the launch window is complete?
We hand over observability dashboards, incident playbooks, and modernization backlog. If you want us to stay on retainer, we transition into a lighter-weight cadence focused on improvements and executive reporting.
Project intake & quote
Tell us what’s breaking and get a production launch date
Drop the symptoms, context, and constraints. Within 48 hours we send a scoped quote, delivery window, and the senior squad who will execute it.
CloudBrick — Full-stack rescue for AI-native software teams