AI-era operating roadmap · How it works
NovaPath turns the AI-and-workforce question into a clear, costed plan: what to automate, what to elevate, and where every person goes next. Grounded in research, risk-adjusted, and built to stand up to scrutiny.
We are building NovaPath with a small group of design partners, and we are honest about being early. What is here is what the product does today, not a promise for later.
What you get
A disposition for every role
Automate, augment, re-source, or keep, decided from the work itself, not a gut call.
Five-year economics
Risk-adjusted cost and payback for each path, so the decision is defensible, not a hunch.
A dated, costed roadmap
The moves sequenced by readiness and value, with the year each one lands.
A plan for every person
Freed capacity is routed to higher-value work. Never a bare headcount cut.
Why you can trust it
Grounded
Built on peer-reviewed labor-economics and AI research, and U.S. government labor data.
Risk-adjusted
Every projection is discounted for real-world friction, not modeled at best-case.
Stress-tested
Recommendations are checked across conservative and aggressive AI scenarios. We only act on the calls that hold either way.
Traceable
Every figure ties back to its source, so the result stands up to scrutiny.
The models and calibration that power this are proprietary. We publish what we promise, not how we tune it.
What we can prove
These are technical guarantees, not policy statements. Each is verifiable in the product or in a review session.
Golden master
Every analysis stores its inputs unchanged at run time. Any result we have given you is reproducible on demand from the same inputs.
Orphan-number check
Every figure in the report traces to a logged calculation. If a number cannot be verified against the engine, it does not appear.
Tenant isolation by construction
Data isolation is enforced at the database layer. Your data is structurally inaccessible to other clients, not just policy-restricted.
People and decisions
You decide, not the model
NovaPath scores the work and shows its reasoning. Every decision about a person stays with a named human.
A path for every person
Each role that changes comes with a destination and a way to get there. Never a bare headcount cut.
Open to challenge
Any score can be questioned and reviewed. The result has to hold up when someone pushes back on it.
Blind to who people are
Scores are built from the work itself, not who does it. No demographic data is used, ever.
Security and data
Your data stays yours
Isolated to your organization, never sold, and never used to train models for anyone else.
Cleared sources only
Public baselines (BLS, O*NET) are included. Licensed feeds appear in client deliverables only under a signed agreement.
Built for review
Designed from the start for audit and bias review. SOC 2 is on the roadmap, and we will tell you plainly where we are on it.
Evaluating us seriously?
We will walk you and your reviewers through the full methodology, the data sources, and how we validate, under NDA. The detail that is not on this page is on the table for the people who need it.