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Product Engineering

Self-Healing & Predictive Ops

Systems that detect and remediate issues automatically.

Detect and remediate, automatically

Telemetry-driven systems spot regressions and security gaps and fix them before users notice.

Always improving

Continuous testing and retraining keep models and services performing as the world changes.

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Everything Self-Healing & Predictive Ops covers.

Software that fixes itself.

We engineer self-healing systems that automatically detect and remediate performance regressions and security gaps — across training, testing, deployment and retraining.

What we offer

Observability & Telemetry

Instrument everything for real-time insight.

Automated Remediation

Self-healing playbooks that resolve incidents fast.

Predictive Scaling

Scale ahead of demand with forecasting.

Continuous Retraining

Keep models fresh with automated retraining loops.

From intent to impact in four moves.

01

Instrument

Add deep telemetry across the stack.

02

Automate

Codify detection and remediation.

03

Predict

Forecast load, drift and failure.

04

Evolve

Retrain and improve continuously.

Outcomes we engineer.

92%
on-time delivery rate
2x
average team velocity
0.01%
production defect rate
Pricing

Engagement models for self-healing & predictive ops.

Start small and scale — or ask us for a tailored quote for your program.

Discovery Sprint
$7,500 fixed

A focused, time-boxed engagement to validate the opportunity.

  • 2-week engagement
  • Stakeholder discovery
  • Validated use-case
  • Prioritised roadmap
  • Executive readout
Book a sprint
Enterprise Program
Custom

A multi-workstream program across your portfolio.

  • Dedicated delivery pod
  • Multi-team orchestration
  • Governance & reporting
  • Managed operations
  • SLA & account team
Talk to us
Essential
$6,000 /mo

Ongoing operation and optimisation for steady workloads.

  • Managed operations
  • Monitoring & alerting
  • Monthly optimisation
  • Quarterly review
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Enterprise
Custom

Enterprise-grade operations with full governance.

  • Multi-pod operations
  • Sovereign & compliant
  • SLA & account manager
  • Executive reporting
  • Security governance
Talk to sales

Prices are starting points — request a custom quote for your project.

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