Orchestrate Work End-to-End — Safely, Reliably, and With Proof
AI Automation is more than a chatbot or a cron job. It’s a coordinated system where models, rules, and runbooks execute business tasks—with guardrails, approvals, and evidence.
SolveForce delivers AI Automation across IT/SecOps, CX/Contact Center, Back-Office (Finance/HR/Legal/Procurement), RevOps, DevOps/DataOps/MLOps, Supply Chain, and Edge/OT—all running on the same rails: Zero Trust, policy-as-code, idempotent actions, observability, and compliance overlays.
Related foundations
• Platform & Guardrails → SolveForce AI • Data → ETL / ELT • Data Warehouse / Lakes • Search/RAG → Vector Databases & RAG
• Access & Security → ZTNA • SASE • NAC • WAF / Bot Management • Keys/Secrets → Key Management / HSM • Secrets Management
• Evidence & Ops → SIEM / SOAR • Cloud & Edge → Cloud • Edge Data Centers
• Governance → GRC • Compliance → HIPAA • PCI DSS • NIST • SOC2 Acronym
🎯 Business Outcomes (what changes when automation is real)
- Lead time shrinks— tasks that took hours/days complete in minutes with measurable error reduction.
- People do higher-value work— assistants draft, triage, enrich, and execute, while humans decide and approve.
- Risk stays managed— actions flow through policy gates, sandboxed simulations, and human-in-the-loop approvals.
- Audits get easy— every decision, prompt, dataset, action, and rollback shows up as evidence in SIEM—with timestamps and diffs.
🧭 Reference Architecture (language-first, safety-first)
Rails (APIs & Events)
- API-led + event-driven fabric with contracts, schema registry, idempotency keys, DLQs & replay. → Application Integration
Knowledge & Reasoning
- Guarded RAG over governed content; label/ACL pre-filters before ANN search; assistants must cite or refuse. → Vector Databases & RAG • Data Governance
Policy & Controls
- Policy-as-code: who/what/where/when allowed; rate limits; purpose tags; regional boundaries; approval matrices (auto/peer/manager/legal).
Action Layer (Runbooks & Tools)
- SOAR/IaC/RPA connectors with allow-listed functions; argument schema validation; step transactions with compensations.
Identity & Perimeter
- SSO/MFA, ZTNA for private endpoints, SASE for SaaS; workload identity (OIDC/IRSA), vault-issued secrets; HSM/KMS keys. → ZTNA • Key Management / HSM • Secrets Management
Observability & Evidence
- Traces/logs/metrics + config diffs to SIEM / SOAR; cost & accuracy boards; refusal ledger; simulation vs production flows.
🧱 Core Capabilities
1) Task Understanding & Drafting
- LLM planners extract entities/intents, call tools, and draft outputs (tickets, emails, PRs, purchase reqs), always with citations and change diffs.
2) Decision Engines
- Rules + ML + thresholds (risk/amount/PII) choose automations or escalate to human. Feature stores feed consistent signals. → ETL / ELT
3) Action Orchestration
- Safe calls to systems (ITSM, IAM, EDR, WAF, CRM, ERP, CCaaS, cloud, Git, CI/CD). All actions idempotent, with retries + jitter, DLQs & rollbacks.
4) Human-in-the-Loop (HITL)
- Approvals by role & dollar/risk thresholds; preview diffs; one-click accept, edit, or reject; SLA timers and ownership routing.
5) Guardrails
- Prompt/tool firewalls; schema-validated arguments; rate/quotas; DLP redaction; policy gates; geofence & data residency; break-glass flow with TTL.
6) Simulation & Sandboxes
- “Dry-run” mode for new playbooks; synthetic data tests; automatic A/B canaries with rollback on SLO breach.
🧰 Solution Bundles (snap-together starters)
SOAR
IT & SecOps Automation (tickets → actions)
- Auto-triage incidents/requests; password resets & access grants via SCIM/IdP; EDR isolate; WAF block; ZTNA policy tweak; backup restore tests; evidence to SIEM.
→ SIEM / SOAR • EDR / MDR / XDR • WAF / Bot Management • ZTNA
Contact Center
Contact Center & CX Automation
- Intent routing; knowledge answers with cite-or-refuse; PCI-safe payment capture; after-call summaries to CRM; proactive outreach triggers.
→ CCaaS (Contact Center as a Service) • Email Security • PCI DSS
RPA
Back-Office Automation (Finance/HR/Legal/Procurement)
- AP/AR match & route; PO generation with policy checks; vendor onboarding (W-9/insurance) with DLP; contract clause extraction & redlines; payroll & benefits changes with approvals.
CRM
RevOps & Sales Assist
- Lead enrichment & routing; quote assembly; renewal nudges; attribution sanity checks; pricing guardrails; meeting summaries → CRM with citations.
DevOps / CI-CD
DevOps, DataOps & MLOps
- IaC plan/apply with policy gates; release notes & risk flags; data pipeline fix-it (retry, replay, quarantine); model retrain/eval/promote with rollback and cost SLOs.
→ Infrastructure as Code (IaC) • Kubernetes • SolveForce AI
Supply Chain
Supply Chain & Field Ops
- ASN/manifest ingest; dock/yard scheduling; exception triage; AR work instructions; evidence bundles (photos/GPS/timestamps); inventory audits with vision.
→ Logistics • Field Services
Edge Computing
Edge/OT Automation (Industry 4.0)
- Line changeovers; parameter tuning with guards; vision QC fail → eject & ticket; maintenance work orders with parts checks; vendor ZTNA jump-box flow.
→ Industry 4.0
🔐 Safety, Risk & Compliance (built-in)
- Identity-firsthuman + service account policies; PAM JIT for privileged actions; session recording. → PAM
- Data minimizationlabels & masking; no raw PHI/PAN to external models; regional perimeters. → DLP
- Separation of dutiesapprovals required for sensitive changes; immutable logs.
- Framework overlaysSOC 2 / ISO 27001 / NIST 800-53/171 / HIPAA / PCI DSS / FedRAMP. → GRC • NIST • HIPAA • PCI DSS • FedRAMP
📐 SLO Guardrails (automation you can trust)
| Domain | KPI / SLO (p95 unless noted) | Target (Recommended) |
|---|---|---|
| Task latency | Draft + decision time (simple) | ≤ 2–10 s |
| Execute time (approved) | ≤ 15–120 s (system-dependent) | |
| Quality | Precision/recall (gold set) | ≥ 92–95% / ≥ 85–95% |
| Coverage | Auto-handled tickets/requests | ≥ 50–70% eligible |
| HITL | Approval SLA (P2/P3) | ≤ 15 / 60 min |
| Safety | Refusal correctness (guarded RAG) | ≥ 98% |
| Security | Secrets via vault / long-lived keys | = 100% / = 0 |
| Cost | $/task or $/question budget | ±10% |
| Evidence | Logs/artifacts to SIEM | ≤ 60–120 s |
| Change | Unapproved prod changes | = 0 |
When a guardrail trips, SOAR opens a case and runs mitigations (degrade capability, require human approval, roll back, rotate keys, throttle or pause routes), attaching artifacts. → SIEM / SOAR
✅ Acceptance Tests & Artifacts (we keep the receipts)
- Simulationdry-run transcripts; tool call diffs; policy-gate outcomes; refusal ledger.
- Qualityeval sets & scores (precision/recall, hallucination tests, cost); citation sets for RAG.
- Executionidempotency proof (same input → same effect), DLQ/replay logs, compensations executed.
- Securityvault/KMS rotations, PAM session recordings, ZTNA admits, WAF/Bot events.
- Complianceevidence packs (SOC2/ISO, HIPAA/PCI/NIST, FedRAMP adjacency), consent/retention logs.
- OpsSLO dashboards, cost reports, supplier escalations; monthly QBR summaries.
🛠️ Implementation Blueprint (no-surprise rollout)
1) Map decisions & tasks — pick lanes with clear ROI (e.g., password reset, invoice triage, WAF block, ticket enrichment, quote assembly).
2) Wire knowledge — curate sources; tokenize & label; build vector index with pre-filters; enforce cite-or-refuse. → Vector Databases & RAG
3) Define tools & policies — allow-listed functions with schemas; approval matrices; rate/quotas; regions & data classes.
4) Stand up pipelines — events/APIs with contracts, idempotency keys, DLQs & replay; traces with correlation IDs. → Application Integration
5) Secure the edges — ZTNA for private actions, SASE for web, PAM JIT for admin, vault + KMS/HSM; WAF for public APIs.
6) Simulate — dry-run flows; red-team prompts & tool misuse; capture refusal/approval behavior; tune thresholds.
7) Pilot & rings — advisory → supervised automation → partial → full; rollback paths; change control in CI.
8) Operate — SLO/cost dashboards; retraining cadence; playbook backlog; quarterly audits with export packs in the Knowledge Hub.
🧩 Industry Playbook Examples
- Healthcare: claim coding assist; denial reason drafts; HIPAA-safe summarization; imaging worklist triage. → HIPAA
- Finance: fraud triage; KYC/AML assist; PCI-safe payment flows; SOC2/ISO evidence assembly. → PCI DSS • SOC2 Acronym
- Public Sector: records summarization; request triage; NG911 notes; NIST/FedRAMP overlays. → NIST • FedRAMP
- Manufacturing/Energy: maintenance planning; alarm dedupe; OT change requests; safety checklists; IEC/NERC overlays. → Industry 4.0 • Energy and Utilities
- Retail/Logistics: ETA predictions; slotting; returns triage; CCaaS post-call actions with PCI redaction. → Logistics • CCaaS (Contact Center as a Service)
📝 AI Automation Intake (copy–paste & fill)
- Use-cases & KPIs(e.g., % auto-handled, MTTR, AHT, MAPE, precision/recall, $/task)
- Systems to integrate(ITSM/IAM/EDR/WAF/CRM/ERP/CCaaS/Cloud/Git/CI/CD)
- Knowledge sources(runbooks, KBs, policies, product docs) + sensitivity labels & residency
- Action boundaries(allowed tools, approval matrices, dollar/risk thresholds)
- Security posture(IdP/SSO/MFA, PAM, vault/KMS, ZTNA/WAF/DLP, email auth)
- Compliance(SOC2/ISO/NIST/HIPAA/PCI/FedRAMP), BAAs/DPAs needed
- Operations(managed vs co-managed, change windows, reporting cadence)
- Budget & timeline(ROM vs build-ready), success criteria (SLOs & ROI)
We’ll return a design-to-operate plan with architecture, supplier options, SLO-mapped pricing, compliance overlays, and an evidence plan you can reuse in audits and QBRs.
Or jump straight to Customized Quotes.
📞 Automate Work That Matters—Safely, Quickly, and With Proof
- Call: (888) 765-8301
- Email: contact@solveforce.com
From tickets and finance ops to security, DevOps, and OT, we’ll put AI to work with guardrails—and keep the receipts.
SolveForce Home · Next step: Contact SolveForce or call (888) 765-8301.
Key terms in plain language
Open a term for a concise explanation of language used on this page.
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.
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.
Zero Trust
A security model that does not automatically trust a user or device because of its location. Access is continuously verified and limited to what is necessary.
SASE
Secure Access Service Edge combines networking and security capabilities in a cloud-delivered architecture so users and locations can receive consistent policy wherever they connect.
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.
Multi-Factor Authentication (MFA)
A login control requiring more than one form of verification, such as a password plus an authenticator app, security key, or biometric factor.
MDR / XDR
Security services and tools that monitor activity, investigate suspicious behavior, and help contain threats. MDR is managed detection and response; XDR correlates signals across multiple security layers.
API
An application programming interface is a defined way for software systems to exchange data or request functions from one another.