Deterministic Workflows

Operational workflows should produce repeatable outcomes , not probabilistic guesses.

GetDelly turns recurring campaign and operational analysis into deterministic workflows that preserve business logic, reuse organizational context, and generate trusted outputs.

Generic AI: inconsistent probabilistic outputs
GetDelly: deterministic workflow execution history
probabilistic vs deterministic
AI Improvisation
PROBABILISTIC
Generic AI Tool : Session 14NO MEMORY
What was our ROAS last month?
"Your ROAS was approximately 3.1x."
Same question, different tab.
"I don't have your campaign data in this session."
Use the blended formula we discussed.
"Could you clarify what formula you mean?"
✗ context lost✗ output changed✗ repeated re-briefing
Operational Systems Engineering
DETERMINISTIC
GetDelly : roas_q3_analysis.workflowRUN #47
FETCH_COHORTSHOPIFY
RETRIEVE_CONTEXTMEMORY
APPLY_ROAS_FORMULADETERMINISTIC
VERIFY_OUTPUTVERIFIED

OUTPUT · VERIFIED

ROAS = 3.21x

same every run
this is the discontinuity
01

Stop rebuilding the same analysis workflows every day.

WORKFLOW LIBRARY · 4 modules

cohort_fetch
REUSABLE47 runs
roas_formula
REUSABLE61 runs
audience_segment
REUSABLE38 runs
report_generate
REUSABLE52 runs

GetDelly converts recurring campaign and operational analysis into reusable deterministic workflows that execute consistently across teams.

02

Same inputs. Same operational outputs.

EXECUTION PATH · STABLE

INPUT

Blended ROAS · Q3 · Skincare

definition

90d LTV / CAC

formula

blended · verified

OUTPUT · DETERMINISTIC

3.21x · ±0 variance

reproducible

GetDelly preserves business logic, definitions, execution paths, and validation rules so workflows remain consistent instead of changing with prompts or session context.

03

Every workflow strengthens operational intelligence.

ORGANIZATIONAL INTELLIGENCE · COMPOUNDING

Week 1

3

workflows

12

definitions

Week 4

14

workflows

58

definitions

Week 12

47

workflows

203

definitions

Operational knowledge compounds, it doesn't disappear.

As teams create workflows, GetDelly accumulates reusable logic, operational definitions, historical context, and validated business intelligence.

Generic AI tools

Generate answers.

GetDelly

Executes operational intelligence.

Also worth reading

How It Works

One intelligence layer across your systems

Trust & Verification

Multi-layer output validation infrastructure

Campaign Analysis

Campaign analysis in minutes, not days

Operational RealityWhy Generic AI Fails
Operational OutcomesCompounding IntelligenceThe Memory Layer

Built for operations

Prompting is not an operational workflow.

See how GetDelly executes operational intelligence & not isolated answers.