AI Workflows

Production agents, ready to deploy.

Entilla ships with a library of agentic workflows your team can adopt today and customize tomorrow — each with evals, audit trails, and rollback baked in.

RFP responder

Drafts answers to enterprise questionnaires using your prior responses, security docs, and product surfaces. Routes claims for legal review before sending.

  • 3-week → 36-hour turnaround
  • Citations on every answer
  • Routes claims to legal
workflow("rfp_responder")
  .input({ rfp: "file" })
  .step("extract", parseQuestions)
  .step("draft",  entilla.compose)
  .step("review", legalQueue)
  .deploy()

Ticket triage

Reads incoming Zendesk tickets, enriches them with CRM and product context, suggests a category and owner, and drafts a first response.

workflow("ticket_triage")
  .on("zendesk.ticket.created")
  .step("classify", classifier)
  .step("draft",    composer)
  .step("assign",   router)
  .deploy()

Renewal brief

Builds a one-pager for each renewal: usage, health signals, open issues, exec coverage, and risks — every Monday morning.

workflow("renewal_brief")
  .schedule("weekly")
  .step("gather", graphQuery)
  .step("score",  healthModel)
  .step("write",  composer)

Month-end close

Reconciles cross-system anomalies, drafts journal narratives, and routes approvals — turning a 9-day close into a 3-day one.

workflow("close_recon")
  .step("reconcile", anomalyJob)
  .step("narrate",   composer)
  .step("approve",   approvalQueue)
Anatomy

How a Entilla workflow runs.

01

Plan

The agent assembles a typed plan against the graph schema — no free-text glue code.

02

Retrieve

Hybrid retrieval — graph traversals, vector recall, and SQL — with permission checks.

03

Reason

Frontier model calls with tool use, evidence, and confidence intervals.

04

Act

Writes to your tools with idempotency keys, rollback windows, and human review queues.

05

Verify

Every run is graded by your evals. Regressions block deploys; flaky runs alert owners.

Ship your first workflow in two weeks.