Targets become inputs
The model confirms aspiration instead of testing whether the organization can execute it.
Forecasting and scenario systems
Build a forecast the organization can actually operate.
YakData defines, builds, deploys, and transfers decision-grade forecasting and scenario systems for board plans, growth decisions, acquisitions, lender conversations, and operating strategy.
The actual problem
A forecast can reconcile and still be unsafe.
Forecast failure usually sits in assumptions, constraints, timing, ownership, data quality, and management response, not only in the formula or model.
Capacity appears too late
Hiring, ramp time, onboarding, liquidity, retention, and delivery limits are omitted or delayed.
No one governs the answer
Material drivers have no accountable owner, valid range, review cadence, or escalation rule.
The deliverable is not a spreadsheet. It is an operating system connecting drivers, scenarios, decisions, owners, thresholds, and monitoring.
Production path
From executive question to managed forecast.
Define
Decision, consequence, baseline, users, and acceptance criteria.
Architect
Drivers, data, methods, scenarios, constraints, interface, and controls.
Build and test
Vertical slice, baseline comparison, failure cases, and human review.
Deploy and transfer
Monitoring, documentation, training, ownership, and handoff.
Commercial architecture
Define first. Build second. Expand only when justified.
Rapid System Definition
$15,000Remote. $25,000 onsite plus travel. 7 to 10 business days.
- Decision and value definition
- Driver, assumption, and constraint map
- Data and system assessment
- Architecture and evaluation plan
- Fixed production roadmap
Forward Deployment Sprint
From $60,000Remote. From $75,000 onsite plus travel. Typically 3 to 6 weeks.
- Minimum reliable data path
- Forecast or scenario engine
- Executive workflow or interface
- Failure testing and controls
- Deployment and handoff
Embedded Forward Deployment
From $30,000/moRemote. From $40,000 onsite plus travel. 2-month minimum.
- Ranked outcome backlog
- Architecture and critical-path work
- Monitoring and improvement
- Adjacent system deployment
- Internal-team enablement
Start with the decision
Bring one consequential forecast, scenario, or planning problem.
YakData will give you a direct fit or no-fit answer and identify the smallest responsible paid step.
Request a fit call