Services · Workflow Automation
Automate the workflows that move work, revenue, and decisions.
Operational jobs
Start with the job—not a tool or agent label.
Lead response and follow-up
Capture inquiries once, preserve attribution, classify fit, draft approved responses, route ownership, and maintain accountable follow-up without granting AI authority over pricing or contract terms.
Intake, scheduling, and dispatch
Collect the information required for the job, apply eligibility and live-capacity rules, reserve reliably, prepare the customer and worker, and escalate safety or priority exceptions.
Document processing and data entry
Preserve the source, classify the document, extract fields with evidence, validate against business rules, route uncertainty, and confirm accepted updates in the destination system.
Proposals, billing, and collections
Connect approved scope and pricing to document assembly, signature, payment, invoicing, reconciliation, and governed follow-up while preserving authority limits.
Operational reporting and visibility
Calculate governed metrics from connected sources, identify actionable exceptions, create evidence-linked briefs, and capture the resulting owner and decision.
Internal knowledge and company context
Make approved procedures, policies, terminology, and workflow context available to authorized assistants with source ownership, permissions, citations, and maintenance.
Use the least uncertain mechanism
Not every workflow needs an agent. Not every decision should be automated.
Deterministic automation
Use when the input, rule, and permitted action can be specified exactly.
Examples: Validation, calculations, routing tables, status changes, duplicate checks, provider-confirmed events.
AI-assisted work
Use when language or document variation helps but a person should remain the decision-maker.
Examples: Classification recommendations, response drafts, summaries, extraction with evidence, investigation support.
Bounded agent action
Use when a system may choose steps or tools within explicit permissions and stop conditions.
Examples: Low-risk follow-up, controlled research, exception triage, tool use with approvals and complete logs.
Human-only decision
Keep people in authority when consequence, ambiguity, policy, or regulation makes delegation inappropriate.
Examples: Novel pricing, legal terms, safety decisions, material financial action, sensitive personnel judgment.
Production path
Map, build, prove, and operate.
The workflow must survive real exceptions, disconnected systems, corrections, and ownership changes—not only the happy path shown in a demo.
01
Map the current workflow
Document trigger, inputs, steps, owners, systems, delays, errors, exceptions, approvals, baseline, and the business outcome that makes the work worth changing.
02
Choose one bounded path
Select one channel, service, document class, reporting cadence, or revenue path with a clear owner and measurable definition of done.
03
Design rules, context, and permissions
Separate deterministic logic from AI judgment, approve the required company context, define minimum access, and specify human-only decisions and fallback behavior.
04
Connect and test
Build integrations with idempotency and downstream confirmation. Test normal, duplicate, partial, timeout, malformed, permission-denied, and unavailable-system paths.
05
Run shadow and assisted modes
Compare the workflow with real operating decisions, capture corrections and exceptions, and authorize low-risk actions only after acceptance criteria pass.
06
Measure and maintain
Track workflow and business measures, failures, correction rate, adoption, cost, and incidents. Version changes and expand only when the first path remains owned and reliable.
Proof state
A live configurator. A designed next workflow.
For a custom cabin builder, Phase 1 is live: customers configure the product lineup with real-time pricing. Phase 2 is designed, not yet live: proposal, signature, deposit, status, and team notification without manual re-entry.
What implementation must prove
- — The workflow produces the agreed result from representative inputs.
- — Permissions and human approvals match business authority.
- — Duplicate, timeout, partial, and unavailable-system paths are recoverable.
- — A named owner can see exceptions, pause the workflow, and follow the runbook.
- — Business and system measures have documented sources and definitions.
Questions
Workflow automation boundaries.
What business process should we automate first?
Start with a recurring workflow close to revenue, capacity, cost, quality, response time, or visibility. It should have an accountable owner, accessible examples and systems, a bounded decision path, and a measure that can be observed before and after implementation.
When is normal automation better than AI?
Use deterministic automation when the rules and outputs can be specified exactly. AI is useful for language, document, classification, or planning variation. Adding a model where rules are sufficient creates unnecessary cost and uncertainty.
Can an AI agent run without human review?
Some low-risk, reversible actions may run inside approved limits after testing. Consequential, ambiguous, financial, legal, safety, or policy-sensitive decisions should require the appropriate human authority.
What happens when an integration fails?
The workflow should preserve state, avoid duplicate action, retry only when safe, alert an owner, provide the evidence required to resolve the issue, and resume from a known point. Failure handling is part of acceptance—not post-launch cleanup.
Will we own the workflow?
Krastor scopes toward client-controlled accounts, data, documentation, and deployable artifacts. Third-party licenses, platform limitations, support responsibilities, and transition requirements are disclosed before the build.
Engagement starts here
Start with the diagnostic.
Thirty minutes. We map your operation, name what's actually slowing it down, and tell you what we'd do if we were running it. You get a written stack assessment after the call, whether you hire us or not.
Not limited to what's listed. Every engagement starts by assessing what your business actually needs, and we build whatever it requires.