CONSIGLIERA consigliera.app
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The daily advisor that turns business reality into clear direction.

Consigliera sits above your ERP and business systems. It continuously reads operational signals (sales, inventory, procurement, finance) and produces role-specific guidance every day. Executives get 2-4 structured options with tradeoffs. Teams get aligned, actionable suggestions. Humans stay in control.

ERP-agnostic Human-in-the-loop Traceable reasoning Daily briefings Private by design

What managers see each morning

1) The 3-7 things that matter today Ranked by impact, risk, urgency, and confidence.
2) Suggested actions for your role Procurement, sales, ops, finance, exec - each gets tailored guidance.
3) Full drill-down From recommendation to drivers to evidence to data lineage.
Stockout risk Detects velocity shifts, lead-time variance, safety windows.
Margin drift Flags mix change, discount creep, COGS variance.
Cash pressure Monitors DSO, payables timing, inventory exposure.
Supplier risk Tracks delays, defects, concentration, substitutions.
No autopilot on day one.
Consigliera starts as guidance. Automation can be layered in later, with approval gates.

Businesses drift toward chaos as they grow.

More people, more systems, more products, more decisions. Signal turns into noise. Leaders lose situational awareness. Managers spend their day reacting instead of shaping outcomes. Consigliera reduces organizational entropy by continuously turning operational reality into aligned action.

Less noise

Daily briefings highlight what matters now, not everything that is measurable.

  • 3-7 prioritized items per role
  • Impact/risk/urgency scoring
  • Confidence and rationale

Better decisions

Executives get structured alternatives with quantified tradeoffs, not vague insights.

  • 2-4 options, plus do-nothing baseline
  • Constraints made explicit
  • Scenario reasoning and assumptions

Aligned execution

Once direction is chosen, Consigliera translates intent into role-specific suggestions across the org.

  • Top-down alignment, grounded in floor reality
  • Human approvals, clear accountability
  • Feedback loop to improve future guidance

How it works

Consigliera is designed as a decision and alignment layer above your existing systems. It separates computation from narration: numbers come from structured data; the AI explains, prioritizes, and suggests.

1

Normalize your business signals

Data from ERP and other sources flows into a stable, vendor-independent model (warehouse/lakehouse style). Your ERP can change; your signal layer remains consistent.

SalesInventoryProcurement FinanceOperations
2

Detect patterns and risks

Deterministic rules and statistical checks compute the signals. The AI layers interpretation on top: what changed, why it matters, what might happen next.

  • Trend and drift detection
  • Anomaly and exception monitoring
  • Constraint-aware recommendations
3

Deliver role-based daily guidance

Each manager receives a short, prioritized briefing designed to shape near-term activities. Floor staff get actionable guidance; executives get options and tradeoffs.

  • Daily briefings and alerts
  • Clear suggested next actions
  • Escalation by impact/risk policy
4

Prove the reasoning

Every suggestion is traceable. Leadership can drill down from the recommendation to drivers, evidence, and data lineage. This is how trust is built and maintained.

  • Reasoning graph for each recommendation
  • Assumptions and confidence shown explicitly
  • Audit trail for decisions and outcomes

Guidance by role

The same underlying reasoning produces different views for different levels of the organization. Everyone stays aligned, without micromanagement.

Operations and floor

Practical, near-term actions with minimal friction.

  • Exception queues and priorities
  • Stock and fulfillment guidance
  • Process bottleneck alerts

Managers

Optimization and prioritization: what to focus on today and why.

  • Procurement timing and supplier choices
  • Sales and product performance signals
  • Resource and capacity pressures

Executives

2-4 structured options with quantified tradeoffs and do-nothing baseline.

  • Impact/risk framing
  • Constraints and assumptions explicit
  • Full drill-down to evidence

Built for trust: human control, traceability, and governance

Consigliera starts as an advisory system. Actions can be layered later behind approvals. Rules decide what escalates; humans decide what happens.

Human-in-the-loop

Accept, reject, escalate, or request deeper analysis. Each interaction becomes learning data.

  • Approval thresholds
  • Role-based routing
  • Policy as code

Explainable by design

Numbers are computed; the AI narrates and recommends. No hallucinated totals.

  • Deterministic signal layer
  • Confidence and uncertainty
  • Assumptions disclosed

Audit-ready

Every recommendation can be traced to the data it depended on, with timestamps and mapping versions.

  • Evidence links and lineage
  • Decision log
  • Outcome tracking

Works above your ERP, not instead of it

Consigliera is designed to be ERP-agnostic. Start with one system, add more over time. Keep your source of truth where it belongs.

ERP and accounting

Connect your operational backbone and normalize the signal layer.

OdooSAPDynamics NetSuiteXeroMYOB

Data layer

Warehouse/lakehouse friendly. Keep schemas stable and versioned.

PostgresSQLELT dbtParquet

Delivery

Briefings where managers already work.

EmailTeamsSlack Web app
Privacy-first option
Run locally or in your private environment. Keep sensitive business reasoning and data under your control.

Request early access

Tell us a little about your business. We will contact you with pilot availability, supported integrations, and a recommended rollout approach.

Consigliera is designed to start as guidance, build trust, then optionally progress toward automation with approvals.

Read the model
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