Automation
Orchestration you can explain to risk—and run on Tuesday.
Long-running processes across ERP, CRM, ticketing, warehouses, and models—with predictable state, clear owners, and no proprietary lock-in.
01
Trigger
02
Orchestrate
03
Gate
04
Observe
Capabilities
What we design and operate
Each area below is a real delivery surface—not a synonym for “AI.”
Workflow design
Explicit failure domains, retries, and human gates—so long-running processes stay predictable across ERP, CRM, and ticketing.
Agent orchestration
Model-assisted steps with inspectable controls: who invoked what, what was approved, and how to roll back.
Decision automation
Promote safe paths from sandbox to production with evaluate hooks, canaries, and clear promote/pause criteria.
Integrations
Connect tools without brittle scripts—stable contracts, dead-letter paths, and ownership when a dependency fails.
Observability
Metrics, logs, and failure modes defined up front—alerts wired to business impact, not only CPU.
Cost & risk guardrails
Budgets, evaluation hooks, versioning, and deterministic fallbacks—so model spend and blast radius stay bounded.
Runbooks
Control narratives your operators can own: what green means, rollback steps, and who answers at 2 a.m.
Where we build
Classes of work that ship
Greenfield or hardening what already runs—especially when production diverged from the deck.
Case & ticket intelligence
Routing, enrichment, and suggested replies—with escalation and quality sampling.
Document & record intake
PDFs, forms, and email into structured fields with exception queues.
Reconciliation
Multi-source matching, variance thresholds, and alerts tied to business rules.
Access & provisioning
Joiner/mover/leaver flows with IdP and ITSM—without handing out admin keys.
Reality check
Failure modes we design against from day one
Silent partial success
Checkpoints, compensations, and human gates when a 200 still means the business outcome is wrong.
Unbounded model cost
Budgets, versioned prompts, canaries, and deterministic fallbacks—not hope in production.
Audit without narrative
Correlation IDs, actor identity, redacted I/O, and retention tied to a named control.
Delivery standard
Artifacts you keep after we leave
- 01
Control narrative
Triggers, data classes, blast radius, approvals.
- 02
Test & evaluation set
Regression cases and adversarial inputs when models are in path.
- 03
Runbook & on-call
What green means, rollback, who answers at 2 a.m.
- 04
Observability contract
Alerts wired to business impact—not only CPU.
If it cannot be explained to your risk committee, it is not ready for production.
We do not sell a proprietary AI operating system. We integrate with tools you already pay for—and measure throughput, defects, and cost per outcome, not vanity automation counts.
Ready to harden an automation path?
Bring the process, systems in scope, and constraints. We propose a bounded pilot with promote/pause criteria—or a candid pass.