Signal Band

AI governance forecast

AI Future

  • Built · Power BI
  • Public adoption data
  • P50 / P90 ranges
  • 4 pages shown
“Is AI threat sprawl outpacing governance?”

Why teams buy this

The decision
Is AI threat sprawl outpacing governance?
Cost of a wrong call
AI tools spreading faster than the controls around them, discovered after an incident instead of before.
What you'd do otherwise
A point-in-time AI policy review, with no view of how fast the gap is growing.
What you see first
Governance gaps by pillar at each horizon, adoption velocity from public data, and the effort and investment needed to keep pace, as a range.
Start here
Buy the Power BI pack ($690) and run it on your own exports, or start with the free Business Soundcheck. See the pack
AI Security and Governance Gaps page of the AI Future dashboard dashboard
Page 01 · AI Security and Governance Gaps Illustrative sample data
4 report pages · hover to hold, select a frame to view it

What it shows

  • AI security and governance gaps by pillar, now and at each horizon.
  • AI adoption velocity from public telemetry, quarter on quarter.
  • The market drivers behind the forecast and how much each one contributes.
  • A projected AI investment curve: the effort and spend needed to keep pace.

Outcomes

  • A dated estimate of when AI sprawl crosses your governance threshold.
  • The people effort and incremental investment needed, as a range.
  • Recommended governance themes tied to the gaps they close.

Built for: CISOs, chief data officers and AI governance boards.

Product specification

Four report pages: AI Security and Governance Gaps, AI Adoption Velocity, Market Drivers, and Projected AI Investment Curve.

An AI threat and tooling adoption sprawl index combines public vulnerability data (CISA KEV, NVD, CVSS) with open-source AI adoption signals. Forecasts run as ranges, with full-time-equivalent effort and incremental investment shown at P50 and P90.

Pages
4
Signals
Vulnerability + AI adoption telemetry
Output
FTE effort and investment, P50 / P90
Format
Power BI (PBIP)

How it's delivered: days, not months

  1. ScopeA short call to agree the decision it needs to support and which data you already have.
  2. LoadYour exports go into the model's CSV templates. No live connection to your systems is needed to start.
  3. RunThe model runs on your data, and every number traces back to its inputs and the documented method.
  4. Hand overYou keep the Power BI file, its design walkthrough and engineering companion, or our practitioners run it with you each month.

What's in the box · AI Future pack

Power BI report

  1. AI Security and Governance Gaps
  2. AI Adoption Velocity
  3. Market Drivers
  4. Projected AI Investment Curve

Guides

  • Design Walkthrough, 15 pages (PDF and Word)
  • Engineering Companion, 30 pages (PDF and Word)
  • Agent implementation kit: ordered steps with a check at each one, a file manifest with checksums, a JSON Schema for every data file and a validator, so an AI agent or engineer can implement it without guesswork

Data

2 model parameters · 2 synthetic sample data · 3 report text · 2 derived from public data CSV files. The sample organisation is a sample organisation's AI governance baseline; no real client data is included.

How results are calculated

The AI governance baseline and forecasts come from Signal Band's AI Future engine (seeded Monte Carlo) before the data is loaded; the calibration stays with the engine. Adoption and threat series are derived from public data. The pack ships results for a sample organisation. To recalculate for your own organisation, run the engine on your inputs: 10 credits a run through the API once the ai-future engine is live, and until then email your inputs to [email protected] and we run it for you at the same credit cost.

You need

  • Power BI Desktop (Windows)
  • Deneb custom visual (free, Microsoft AppSource)

Not included

  • Implementation support
  • Technical support beyond documentation
  • Practitioner interpretation (available as Practitioner Review)

One-off payment, no subscription. One organisation. 12 months of updates. Every download is stamped with your licence record. Digital products are delivered immediately, so purchases are not refundable except where the law requires (your Australian Consumer Law rights are not affected). Licence terms.

Three ways to use it

Self-serve · engine

Engine coming soon

This product's engine is being prepared for the API. Run the free Soundchecks in the meantime.

Developers

Self-serve · Power BI

Buy the pack · $690

The Power BI report, guides, sample data and agent implementation kit listed above. One organisation, 12 months of updates, no support.

With a practitioner

Set up and run with you

A practitioner runs it on your data and interprets the result. Sized per client, starting with a $750 Practitioner Review.

Book a walkthrough

See AI Future running on your own data.

See the pack Free Business Soundcheck Book a walkthrough How we work

More in Futures

Cyber Future A forecast of the capability each pillar needs as the threat landscape grows. IT Future: Tech Debt The monthly cost of technical debt, a priority register, and what a given budget pays back. IT Future: Workforce & Capability Capacity against demand, key-person risk and the skills gap, with the cost of closing it.