βš™οΈ Automation

SolveForce End-to-End Orchestration at Telecom Scale

Automation is the execution engine of modern enterprises. It turns policy into practice, intent into action, and evidence into audit-ready logs. SolveForce designs and delivers automation control planes that unify IT, Cloud, DevOps, NetOps, SecOps, DataOps, MLOps, and IoTβ€”spanning APIs, events, infrastructure, and human workflowsβ€”so your systems run faster, safer, and more predictably.

Quote output: Automation architecture deck + orchestration BoM + policy packs (IaC/PaC/CaC) + SLO guardrails + acceptance runbooks + supplier matrix + compliance overlays + SIEM evidence plan.


🎯 What You Get in a SolveForce Automation Quote

  • Enterprise workflow automation
  • IT Ops: patching, imaging, golden builds, certificate rotation, user lifecycle.
  • Business Ops (BPA): ERP/CRM/finance/HR workflows, approvals, SLAs, escalations.
  • Service orchestration: change windows, CAB gates, tickets β†’ actions with rollback.
  • DevOps & CloudOps
  • Infrastructure as Code (IaC): Terraform/CloudFormation/Bicep with policy-gated pipelines.
  • GitOps: declarative desired state, drift detection, continuous reconciliation.
  • Platform automation: Kubernetes operators, cluster add-ons, service mesh installs.
  • NetOps (telecom-grade)
  • SD-WAN policy automation, QoS classes, path steering, packet-dup/FEC toggles.
  • BGP/Anycast runbooks, RTBH/blackhole, community string changes, peering cutovers.
  • Access turn-ups: OTDR/light-level ingestion, LOA/CFA, FOC tracking, E911/NG911 validation.
  • SecOps / AIOps
  • SOAR playbooks: phishing triage, IOC enrichment, containment/isolation, vault rotation.
  • Policy as Code (PaC) & Compliance as Code (CaC): deny-public, CMEK, tag/label, DLP.
  • Email trust automation: SPF/DKIM/DMARC rollout to p=reject, TLS-RPT monitoring.
  • DataOps & MLOps
  • Pipelines (ETL/ELT/CDC) with idempotency, DLQs, retries, back-pressure control.
  • Model lifecycle: training runs, reproducibility hashes, drift monitors, inference canaries.
  • Vector/RAG guards: ACL pre-filters, refusal/citation logs, PII tokenization.
  • IoT/Edge & Field
  • Device lifecycle: onboarding, attestation, OTA updates, zoning & zoning exits.
  • Gateway orchestration: MQTT/AMQP bridges, edge filtering, store-and-forward.
  • Rural & mobile: fixed wireless/5G cutovers, satellite fallback, cold-chain sensors.
  • Integration fabric
  • APIs: REST/SOAP/GraphQL/gRPC; events: Kafka, Pub/Sub, SQS/SNS, Webhooks.
  • iPaaS & ESB: mapping, transforms, replay, contract tests, schema registries.
  • Observability hooks: metrics/logs/traces via OpenTelemetry with SLO burn rates.
  • Evidence & governance
  • Immutable audit of actions/approvals/artifacts; FinOps/TEM tie-ins for cost controls.
  • Compliance overlays: SOC2, ISO 27001, NIST, HIPAA, PCI DSS, FedRAMP, CJIS.

🧩 Reference Architecture (Control Plane)

StepComponentInputs / TriggersKey Actions (What Happens)Outputs / Next StageTelemetry & Evidence
1Business / SRE IntentStrategy, SLOs, PR/ChangeDefine desired outcome & risk guardrails; open change requestGit RepoChange record created; intent logged
2Git RepoPR/Change from Step 1Version control, code review, policy stubsCI/CD PipelineCommit SHA, PR approvals, signed tags
3CI/CD PipelineCode from GitBuild/test, artifact sign, supply-chain attestationsPolicy & Compliance as Code (PaC/CaC)Build logs, SBOM, signatures
4Policy & Compliance as Code (PaC/CaC)Pipeline hand-offGate checks: deny-public, CMEK/tags, RBAC, data/classification, change window enforcement4A IaC and 4B Workflow EngineGate results, approvals, audit trail
4AInfrastructure as Code (IaC)Passed PaC/CaC gatesPlan/apply infra changes (cloud/DC), idempotent apply, drift detectionCloud & DC FabricIaC plan/apply logs, drift reports
4BWorkflow EnginePassed PaC/CaC gatesOrchestrate business/ops flows, retries, backoff, DLQs5A / 5B / 5CWorkflow run logs, replay IDs
5AApps / SaaS / APIsFrom Workflow EngineInvoke APIs, iPaaS/ESB mappings, schema validation, contract testsOpenTelemetry / ObservabilityAPI call logs, schema registry hits
5BSD-WAN / BGP / ZTNAFrom Workflow EnginePush network policies, BGP communities, RTBH, access admitsOpenTelemetry / ObservabilityNet policy/audit logs, route/health checks
5CSOAR / SIEM / KMSFrom Workflow EngineEnrich IOCs, automate containment, rotate keys/secretsOpenTelemetry / ObservabilitySOAR playbook runs, KMS rotation evidence
6Cloud & DC FabricFrom IaCProvision/modify compute, storage, networkingOpenTelemetry / ObservabilityCloud attach logs, VPC/VNet changes, interconnect stats
7OpenTelemetry / ObservabilityFrom 5A/5B/5C & 6Collect metrics/logs/traces; correlate against SLOs/SLA burn ratesSIEM / SOARUnified telemetry streams, trace IDs
8SIEM / SOARObservability + security eventsCorrelate, detect, alert; trigger playbooks; archive immutable reportsImmutable Evidence StoreIncidents, detections, tickets, signed exports
9Immutable Evidence StoreFrom SIEM / SOARWORM/Object-Lock; index acceptance artifacts; produce audit bundlesAudit/QBR/Regulatory PackagesTime-stamped, tamper-evident archives (restoreable)

Key properties: declarative desired state, policy-gated pipelines, idempotent actions, automatic evidence streaming.


πŸ›£οΈ Quote Process (automation program)

  1. Scope & intake (Day 0–3) β€” inventory workflows by domain (IT/Dev/Net/Sec/Data/IoT), define SLOs & controls.
  2. Discovery & Supplier Graph (Day 3–10) β€” choose orchestrators (Ansible/Puppet/Terraform/Argo/Temporal), iPaaS/ESB, SOAR/SIEM, SD-WAN & carrier diversity.
  3. Design-to-Quote (Day 7–14) β€” control-plane diagram, BoM, policy packs (IaC/PaC/CaC), SLO tables, acceptance runbooks, evidence plan.
  4. Review & refine (Day 14–20) β€” simulate failure modes, cost/perf trade-offs, risk & compliance sign-off.
  5. Finalize & launch (Day 20+) β€” progressive rollout, change freeze guardrails, attested artifacts.

πŸ“ Global Automation SLO Guardrails

DomainKPI / SLO (p95 unless noted)Target (typical)
WorkflowEnd-to-end task latency≀ 1–3 s
OrchestrationSuccess rateβ‰₯ 99.9%
ChangeUnapproved prod changes= 0
NetOpsSD-WAN policy push β†’ effect≀ 5–15 s
BGPRoute failover convergence≀ 15–30 s
SecOpsSOAR containment start≀ 10–30 s
Email TrustDMARC to p=reject≀ 60–90 days
DataOpsCDC parity= 100%
MLOpsDrift detection cycle≀ 24 h
EvidenceLogs/tests β†’ SIEM≀ 60–120 s
ContinuityResume after failure≀ 30–60 s

🧭 Patterns, Guardrails & Failure Handling

  • Idempotency by default β€” safe retries; DLQ for poison messages; exactly-once semantics where feasible.
  • Back-pressure & rate limiting β€” protect downstream APIs; circuit breakers & exponential backoff.
  • Policy gates before action β€” PaC (deny-public, CMEK, tags), CaC (control mapping), RBAC/ABAC.
  • Change windows β€” freeze windows with break-glass protocols and audit signatures.
  • Separation of concerns β€” intent (Git) vs execution (orchestrators) vs evidence (SIEM/ledger).
  • SRE practices β€” error budgets, SLO burn alerts, blameless postmortems auto-logged.

πŸ§ͺ Acceptance Evidence (expanded, domain-specific)

  • IT/CloudOps: IaC plan/apply logs, drift reports, golden-image signatures, rollback proofs.
  • NetOps: OTDR/light levels, RFC 2544/Y.1564, Anycast withdraw logs, RTBH propagation evidence.
  • Voice/CC: MOS runs, TLS/SRTP cipher suites, E911/NG911 call recordings & ANI/ALI proofs.
  • SecOps: ZTNA admits/denies, WAF events, KMS/vault rotation screenshots, DMARC/TLS-RPT summaries.
  • DataOps: checksum parity, lineage graphs, immutability receipts.
  • MLOps/RAG: reproducibility hashes, drift dashboards, refusal/citation logs.
  • IoT/Edge: device attestation, OTA update manifests, gateway telemetry accuracy.
  • Continuity/DR: snapshot verifications, timed restores, cross-region failovers.
  • Governance: immutable log exports to SIEM/SOAR; signed acceptance report bundle.

πŸ§ͺ Reference Runbooks (examples you’ll receive)

  • Patch & Cert Roll: rolling AZ waves β†’ health checks β†’ cert rotate β†’ canary verify β†’ evidence seal.
  • BGP Cutover: pre-flight β†’ apply communities β†’ health check β†’ traffic validate β†’ auto-revert on error.
  • Ransomware Playbook: isolate β†’ snapshot lock β†’ key rotation β†’ restore tiered data β†’ attest results.
  • RAG Guardrail: ACL pre-filter β†’ prompt policy β†’ refusal/citation check β†’ archive conversation+hash.
  • Email Trust: SPF/DKIM audit β†’ phased DMARC (noneβ†’quarantineβ†’reject) with TLS-RPT feedback.

πŸ”— Related SolveForce Services (Automation Hub)


πŸ“ Automation Quote Intake (deep-dive)

Domains & Goals β€” IT/Cloud/Net/Sec/Data/MLOps/IoT; target outcomes, SLOs, risk tolerances
Systems β€” cloud providers, on-prem, ERP/CRM/HRIS, contact center, data platforms, SIEM/SOAR
Workflows β€” candidate tasks, owners, change windows, rollback requirements
Tools β€” Ansible/Puppet/Terraform/Jenkins/GitHub Actions/Argo/Temporal/Airflow/iPaaS/ESB
APIs & Events β€” REST/GraphQL/gRPC; Kafka/PubSub/SNS/SQS/Webhooks; schema registry usage
Security β€” IAM/PAM, ZTNA, KMS/vault, tokenization, secrets rotation cadence
Compliance β€” SOC2/ISO/NIST/HIPAA/PCI/FedRAMP/CJIS; BAAs/DPAs/AOCs needed
Observability β€” metrics/logs/traces, OpenTelemetry coverage, SLOs & burn alerts
Continuity β€” immutability, tiering, DR drills, RTO/RPO, failover orchestration
Budget & Timeline β€” pilot scope, phased rollout, contract terms, success metrics

Send to contact@solveforce.com.


πŸ“ž Ready to Automate?

SolveForce builds automation control planes that connect telecom, cloud, security, data, and AIβ€”with SLO-mapped pricing, supplier diversity, compliance overlays, and a signed evidence bundle you can take to leadership, customers, and auditors.

- SolveForce -

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