10 business days
Decision Systems Diagnostic
Find why one recurring decision is slow or unreliable. Leave with the baseline, system map, risks, and smallest credible pilot.
↗Data and AI systems consultancy
Make faster decisions from systems you can trust.
We connect pipeline, delivery, capacity, and finance—then build the governed decision systems that let growing service firms act with control.
01 / one consequential decisionDecision system / reference 01
CONTROLEvidenceActionOwner
origin / agreed definitionsEntry engagement10-day Decision Systems Diagnostic
Operating sequenceDecision → Definitions → Data → Workflow → Interface → AI
Evidence boundaryReference environment · Fictional data · Inspectable methods
02 / the operating gap
Growth has outpaced coherence
Your company has software. It may not have a system.
Critical facts, definitions, handoffs, and ownership are divided across tools and people. The answer arrives after the moment to act—or cannot be defended when challenged.
- 01
Pipeline does not reconcile with staffed capacity.
- 02
Project margin becomes visible after delivery.
- 03
Leadership reporting depends on exports and one person’s memory.
- 04
AI is being added before definitions, access, and ownership are clear.
03 / operating architecture
Minimum sufficient structure
One reliable loop before another layer of software.
Begin with the decision. Trace its evidence and handoffs. Establish control. Build only what the loop requires. Add AI last—and only when it improves a defined task.
04 / initial decision system
Margin to capacity
Can we staff what we sold without losing margin?
Reconcile CRM pipeline, booked work, available capacity, time and delivery data, invoices, and cash status—then route the exceptions to the owner who can act.
01
Pipeline
$2.4m weighted02
Delivery
2 projects at risk03
Capacity
81% committed04
Finance
6-day invoice lagRecurring decisionStaff · reprice · sequence · escalate
Illustrative data from the fictional reference environment.
05 / a controlled path
From diagnosis to durable use
Earn the next loop.
4–6 weeks
Decision Loop Pilot
Connect the minimum necessary sources, repair the handoffs, install the interface, and test the system against known cases.
↗Only after demonstrated use
Expansion by evidence
Measure the first loop, transfer its operation, and add an adjacent decision only when use and evidence support the investment.
↗Decision before platform.
Deterministic before generative.
Evidence travels with the answer.
Client ownership by default.
01
Build the decision system before adding AI
Why definitions, ownership, and a measurable operating loop must precede generative capability.
Read field note ↗02The five joins behind margin-to-capacity
A practical model for reconciling pipeline, staffing, delivery, invoicing, and cash.
Read field note ↗03Governed AI means visible boundaries
A control framework for evidence, permissions, evaluation, human authority, and fallback.
Read field note ↗One decision. Ten business days.
Find the bottleneck before funding the build.
A bounded diagnostic that remains useful whether or not Celeritas implements the next phase.
Discuss the decision