Executive FAQ
How can you conduct an architectural ERP audit in 48-72 hours when a larger firm quoted four weeks?
Due Diligence
Because we do not interview twenty people about their feelings on the software. We run static analysis directly against the codebase and metadata: script deployments, custom record dependencies, deprecation liabilities and role permission tables. The configuration tells the truth immediately. We turn raw configuration into a board-ready risk matrix while a conventional process is still scheduling discovery calls.
How quickly can acquired entities be reporting from one set of books?
Consolidation
A single entity with reasonably clean books typically folds into an existing OneWorld tenant within a two to four week sprint. A full four-entity roll-up onto a unified chart of accounts with automated eliminations is a 100-day program. The constraint is finance decision-making on the chart of accounts, not the technical migration.
How can you deliver production integrations in a day without middleware?
Integrations
Most middleware exists to abstract endpoints that are already straightforward and to justify a monthly subscription. Written natively, an integration is a deterministic payload mapping, an idempotency check and an error queue. We build governed integration gateways that run inside the ERP with no recurring third-party fee.
Do warehouse workers need full ERP licenses to use your scale and scanner integration?
Devices & Floor
No. The edge daemon authenticates through machine-to-machine credentials, captures physical telemetry and writes to the underlying fulfillment or receipt records with a complete audit trail. You do not buy named-user licenses for someone who needs to weigh a box and scan a pallet.
What is your engagement model?
Engagement
Fixed-scope deliverables, not open-ended time and materials: 48-72 hour diligence reads, sprint-based tenancy migrations and consolidations, flat-fee integrations, and turnkey device deployments quoted per site.
Who actually does the work?
Engagement
Specialist pods rather than a single generalist administrator: platform engineers, data and reporting analysts, and hardware edge integrators. Everything is delivered as reproducible code and documented SOPs so the portfolio company is not dependent on one person or on us.
Is 100x a marketing number?
100x Ledger
It is the design target, and the ledger shows how close each automation gets. The measured rows run from roughly 15x to 90x on time; the projected rows exceed 100x and are labeled projected. We publish the arithmetic so you can disagree with a specific row rather than with a slogan.
Why are founder-role results on a company site?
100x Ledger
Because they are the largest documented outcomes and they were delivered by the same architect who leads every DataOngoing engagement. They carry their own source class and the note that they were not DataOngoing engagements.
How does 100x on time relate to the 10x fee guarantee?
100x Ledger
They are different denominators. 10x is value returned against the fee paid, and it is the guarantee in the engagement letter. 100x is work returned against the executive hours the client invests. A $100,000 sprint that removes a $1,000,000 bottleneck satisfies the first; a six-hour executive investment that returns 600 hours of automated work satisfies the second.
What would move a projected row to measured?
100x Ledger
Thirty days of production telemetry after deployment. The sales-order router rows are projected because the baseline latency was measured in a client sandbox and the recovery is arithmetic on that baseline.
Talk to the architect, not a salesperson
AI automation for private-equity portfolios, measured in basis points: a few hours of operating-partner time in, hundreds of engineering hours and margin out, delivered as working code in two-week sprints.