Fresh Assumptions
ROI math uses current workflow-cost assumptions for 2026.
AI automation consultingROI / workflow design / implementationBuilt for operators
Implementation support
Turn messy workflows into measurable AI automation.
Decryptica helps teams pick the right automation opportunities, model the return, and ship systems that can survive real operations.
Action guide
You are in implementation planning mode
Estimate payback, validate workflow fit, then request an automation plan.
Outcome Proof
Example workflows show 24% to 42% measurable lift.
Risk Control
Start with payback math before any build commitment.
How the work runs
Start with the process, then choose the AI.
The expensive mistake is buying tools before the workflow is clear. This engagement starts with the operating reality: who decides, where work stalls, what can fail, and what return would justify the build.
Map
Find the workflow worth automating first
Document the current path, owner decisions, exceptions, tool handoffs, and the real cost of keeping the process manual.
Model
Quantify savings before build work starts
Estimate time recovery, rework reduction, payback period, and the minimum implementation scope needed to prove ROI.
Build
Ship a small system that can be operated
Turn the workflow into a durable automation with approvals, logging, fallback paths, and a clear handoff for the team.
Right-fit engagement
Practical consulting, not a generic AI pitch.
The output is a prioritized automation plan with ROI math, implementation scope, ownership notes, and failure handling. If the numbers do not justify automation, that should be obvious before build time.
Pilot
One high-friction workflow, ROI model, implementation plan, and lightweight launch support.
Operating System
Multi-workflow design, tool selection, approval paths, reporting, and process owner handoff.
Scale Support
Cross-team workflow governance, measurement cadence, failure reviews, and backlog prioritization.
Automation ROI calculator
Calculate your automation upside
Estimate the upside, then send your project interest directly from this page.
Result summary
Estimated monthly savings
$17,103
Estimated payback period
1.3 months
Projected annual ROI
833%
Assumes phased rollout with discovery and iterative workflow hardening. Estimated implementation cost: $22,000.
Project interest
Tell us what you want automated
Three quick fields unlock the contact form so the lead arrives with useful context attached.
Proof points
Real teams, measurable gains
These examples show the type of operational result this work targets: faster handoffs, fewer errors, clearer ownership, and a smaller manual workload.
Ops handoff stabilization
Before: Fragmented handoffs and long queue times across shared inbox workflows.
After: Automated routing and SLA-aware triage with weekly error reporting.
42% cycle-time reduction in 6 weeks
Revenue ops lead response
Before: Manual qualification delayed high-intent lead response and follow-up.
After: Automated qualification and owner assignment with CRM sync guardrails.
2.1x faster response times
Finance reconciliation
Before: Spreadsheet-heavy reconciliation with frequent month-end exceptions.
After: Structured ingestion, validation checks, and exception queues.
29 hours/month returned
FAQ
Who owns automation after launch?
Your team does. The work includes documentation, operating notes, and clear process ownership so the system does not depend on a vendor staying in the loop forever.
How much internal time does this require?
Usually one process owner and one stakeholder for a short weekly review. The heavier lift is clarifying decisions, exceptions, and approval rules.
Can we start with one process?
Yes. That is the preferred path. A focused pilot gives you proof, cost clarity, and fewer surprises than a broad automation program.
What happens if ROI is lower than expected?
The roadmap changes. The goal is not to force automation everywhere; it is to identify the workflows where automation produces measurable leverage.
Next step
Quantify the upside before the build.
Push one button, share the workflow details, and the interest gets sent over with enough context to route later.