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Invest / Change

AECO Strategic. Are we building the right firm?

Forecasting, premortem, ROI on AI investment.

Modules

What AECO Strategic will do.

Direction, not a shipped product. Each module below is a planned capability with its kernel-data source named — no fabricated outcomes, no dashboard mockups. Sequenced on the platform roadmap after further Shield hardening.

S1Portfolio Risk Forecast
Soon

Firm-level AI risk exposure across the active project portfolio. Rolls up per-project Shield hard-filter flags, tool ACS scores, and open remediation items into a portfolio heatmap. Reads from Shield project audits + firm maturity profile.

S2Initiative Premortem
Soon

Pre-mortem analysis for strategic initiatives with AI dependencies. Structured probe of failure modes before commitment: license exposure, vendor concentration, tool obsolescence, workforce readiness. Reads from firm maturity profile + ACS history.

S3AI Investment ROI
Soon

Return modeling on AI tool licenses and training investment, by service line. Links seat cost and training hours to fitscore trajectory and audit-trail health. Reads from Shield audit log + tool registry.

S4Firm Posture
Soon

Due-diligence-grade firm posture snapshot: maturity profile, AI-tool inventory, audit-trail integrity, jurisdictional coverage. Portable evidence pack for M&A processes, investor conversations, or strategic planning. Reads from firm maturity profile + audit log + registry.

Modules in development. Skeleton-level. Final module names and scope locked closer to ship date.

Built on the kernel

AECO Strategic does not sync with Shield — it reads from the same kernel.

AECO Strategic reads from AECO Shield and the firm's maturity profile. When Shield adds a project audit, Strategic's portfolio heatmap updates. When the firm's maturity tier changes, every ROI model and forecast rebases against the new baseline. When AECO Compliance updates to a new version, every Strategic record updates simultaneously. No re-derivation. No data sync. No 'roll up from Shield' UX. The kernel is the data.

Every AECO app expresses the same versioned, evidence-grade methodology (currently v3.4). One kernel, one audit trail, one methodology bump — every app updates simultaneously.

Live

AECO Shield

Ships the audit trail, hard filters, and Stamp-Safe classification the kernel encodes.

Kernel

AECO Compliance

Versioned methodology v3.4 — the shared moat every app inherits.

Soon

AECO Strategic

Reads the same kernel; produces a different verdict layer (Invest / Change).

Waitlist

Get told when AECO Strategic opens.

One email when this app opens for early access. No newsletter, no product pitch, no follow-ups.

No spam. One email when AECO Strategic opens for early access.