⚙️ 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 IoT—spanning APIs, events, infrastructure, and human workflows—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 Opspatching, imaging, golden builds, certificate rotation, user lifecycle.
  • Business Ops (BPA)ERP/CRM/finance/HR workflows, approvals, SLAs, escalations.
  • Service orchestrationchange windows, CAB gates, tickets → actions with rollback.
  • DevOps & CloudOps
  • Infrastructure as Code (IaC)Terraform/CloudFormation/Bicep with policy-gated pipelines.
  • GitOpsdeclarative desired state, drift detection, continuous reconciliation.
  • Platform automationKubernetes 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-upsOTDR/light-level ingestion, LOA/CFA, FOC tracking, E911/NG911 validation.
  • SecOps / AIOps
  • SOAR playbooksphishing triage, IOC enrichment, containment/isolation, vault rotation.
  • Policy as Code (PaC) & Compliance as Code (CaC)deny-public, CMEK, tag/label, DLP.
  • Email trust automationSPF/DKIM/DMARC rollout to p=reject, TLS-RPT monitoring.
  • DataOps & MLOps
  • Pipelines (ETL/ELT/CDC)with idempotency, DLQs, retries, back-pressure control.
  • Model lifecycletraining runs, reproducibility hashes, drift monitors, inference canaries.
  • Vector/RAGguards: ACL pre-filters, refusal/citation logs, PII tokenization.
  • IoT/Edge & Field
  • Device lifecycleonboarding, attestation, OTA updates, zoning & zoning exits.
  • Gateway orchestrationMQTT/AMQP bridges, edge filtering, store-and-forward.
  • Rural & mobilefixed wireless/5G cutovers, satellite fallback, cold-chain sensors.
  • Integration fabric
  • APIsREST/SOAP/GraphQL/gRPC; events: Kafka, Pub/Sub, SQS/SNS, Webhooks.
  • iPaaS & ESBmapping, transforms, replay, contract tests, schema registries.
  • Observability hooksmetrics/logs/traces via OpenTelemetry with SLO burn rates.
  • Evidence & governance
  • Immutable auditof actions/approvals/artifacts; FinOps/TEM tie-ins for cost controls.
  • Compliance overlaysSOC2, 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.


🛣️ Quote Process (automation program)

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

📐 Global Automation SLO Guardrails

DomainKPI / SLO (p95 unless noted)Target (typical)
WorkflowEnd-to-end task latency≤ 1–3 s
OrchestrationSuccess rate≥ 99.9%
ChangeUnapproved prod changes= 0
NetOpsSD-WAN policy push → 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 → SIEM≤ 60–120 s
ContinuityResume after failure≤ 30–60 s

🧭 Patterns, Guardrails & Failure Handling

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

🧪 Acceptance Evidence (expanded, domain-specific)

  • IT/CloudOpsIaC plan/apply logs, drift reports, golden-image signatures, rollback proofs.
  • NetOpsOTDR/light levels, RFC 2544/Y.1564, Anycast withdraw logs, RTBH propagation evidence.
  • Voice/CCMOS runs, TLS/SRTP cipher suites, E911/NG911 call recordings & ANI/ALI proofs.
  • SecOpsZTNA admits/denies, WAF events, KMS/vault rotation screenshots, DMARC/TLS-RPT summaries.
  • DataOpschecksum parity, lineage graphs, immutability receipts.
  • MLOps/RAGreproducibility hashes, drift dashboards, refusal/citation logs.
  • IoT/Edgedevice attestation, OTA update manifests, gateway telemetry accuracy.
  • Continuity/DRsnapshot verifications, timed restores, cross-region failovers.
  • Governanceimmutable log exports to SIEM/SOAR; signed acceptance report bundle.

🧪 Reference Runbooks (examples you’ll receive)

  • Patch & Cert Rollrolling AZ waves → health checks → cert rotate → canary verify → evidence seal.
  • BGP Cutoverpre-flight → apply communities → health check → traffic validate → auto-revert on error.
  • Ransomware Playbookisolate → snapshot lock → key rotation → restore tiered data → attest results.
  • RAG GuardrailACL pre-filter → prompt policy → refusal/citation check → archive conversation+hash.
  • Email TrustSPF/DKIM audit → phased DMARC (none→quarantine→reject) with TLS-RPT feedback.


📝 Automation Quote Intake (deep-dive)

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

Send to contact@solveforce.com.


📞 Ready to Automate?

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

Key terms in plain language

Open a term for a concise explanation of language used on this page.

Broadband

A general term for always-on, high-speed Internet access. Broadband can be delivered over fiber, cable, DSL, fixed wireless, cellular, or satellite networks.

Latency

The time it takes data to travel between two points. Lower latency improves voice, video meetings, cloud applications, gaming, and other real-time services.

Service-Level Agreement (SLA)

A provider’s written commitment covering service targets such as availability, response time, repair time, and sometimes financial credits when commitments are missed.

SD-WAN

Software-defined wide area networking. It manages multiple connections and chooses paths based on application needs, performance, and policy to improve resilience and control.

Software as a Service (SaaS)

Software accessed as an online service instead of being installed and maintained entirely on the customer’s own computers or servers.

Disaster Recovery (DRaaS)

A plan and service for restoring applications, data, and operations after an outage or disruption. DRaaS provides recovery infrastructure through a managed cloud service.

Cybersecurity

The practices and controls used to protect identities, devices, networks, applications, and data from unauthorized access, disruption, or manipulation.

Identity and Access Management (IAM)

The systems and policies that determine who a user is, what resources they may access, and how that access is authenticated and reviewed.