Sense · decide · act · learn

Decision intelligence that ships measurable EBITDA in 90 days — and that you own.

Operational AI is the discipline of optimizing the decisions that run your business — pricing, inventory, risk, collections — not just reporting on them. We embed AI inside one governed loop, then hand you the keys.

Request an info session See how it works
From data, to decisions, to profitMid-market companiesMexico & United StatesFirst decision live in weeks
Why now · the problem

Mid-market companies drown in data and starve for decisions.

01

Data is everywhere

ERP, CRM, spreadsheets and PDFs hold the answers — scattered across systems no one reconciles.

02

Decisions are slow

Pricing, inventory, risk and collections still wait on a manual report, a meeting, or a gut call.

03

Margin leaks quietly

Every late or low-confidence decision quietly erodes EBITDA — and never shows up as a line item.

The gap is not analytics. It is the loop between data and action. Operational AI closes it.

Definition · what it is

Operational AI turns data into decisions and action.

It senses conditions across your value chain, recommends the best next move, and — where you allow it — executes the decision, then learns from the outcome. You stay the architect of how decisions get made; the system scales the speed and consistency.

Decisions over dashboards

Prescriptive next-best-action, not after-the-fact charts.

A continuous loop

Sense → recommend → act → learn, improving over time.

Governed & auditable

Every recommendation traceable to the transaction.

Data & Analytics+ AI+ Automation= Operational AI
1Sense
2Recommend
3Act
4Learn
↺ the loop repeats
Autonomy spectrum · how it works

You choose how much autonomy: in, on, or out of the loop.

Move the control. Transparency and feedback improve decision quality at every level — you decide where the human sits.

← More human judgmentMore automation & scale →
Human in the loop

Decision support

AI runs the scenarios and surfaces the options. You decide.

e.g. pricing what-if models
Human on the loop

Decision augmentation

AI recommends the best action with full context and impact. You approve, change, or reject.

e.g. collections & sourcing actions
Human out of the loop

Decision automation

AI executes within the limits you set — fully auditable, always reversible.

e.g. transaction screening at scale
The system · our services

Five building blocks of a real Operational AI system.

Foundation

Data

Unify billions of transactions from ERP, CRM, files and external sources into one open model.

Foundation

Automation

Transparent business rules and AI logic that can execute — while you keep review and control.

Foundation

Composability

Modular and configurable. Assemble decision flows without ripping out systems.

Advanced

Intelligence

Forecast outcomes, sense shifts, and learn from results in a self-improving, real-time loop.

Advanced

Engagement

Agentic, plain-language UX that explains the why — traceable down to the transaction.

The capability stack behind every automated decision

Data integration
  • Structured + unstructured ingestion
  • Streaming from multiple sources
  • Harmonization into one model
Decision composability
  • Decision modeling & orchestration
  • Composite AI / ML & simulation
  • Recommendation engines
Engagement
  • Plain-language, conversational insights
  • Scenario testing & comparison
  • Contextual visualization
Learning & scale
  • Continuous learning from outcomes
  • Full audit of decisions & approvals
  • Governance, RBAC, compliance
In your stack

A new layer: your system of intelligence.

Operational AI sits above your systems of record, coordinating decisions across functions. Your ERP, CRM and POS keep running; the new layer decides what to do with what they capture.

▲ Decisions & actions
System of Intelligence · Operational AI
sense · decide · act · learn — in / on / out of the loop
Live data ▼
ERP
CRM
POS
External & files
Systems of record
Business value · benefits

Faster, sharper, more consistent decisions — at margin scale.

Sharper decisions

Uses all your data — structured and unstructured — to a granularity gut feel can't reach.

More speed, less manual work

Real-time recommendations and routine automation scale decision velocity across the company.

Lower risk & uncertainty

Simulate scenarios, surface risks early, act proactively — fewer surprises, better compliance.

One version of the truth

Aligned decision logic across teams, accessible in dashboards and plain language.

Compounding returns

Decisions connect across functions and the system keeps learning — value grows after handoff.

EBITDA you can point to

Captured value in basis points and dollars: margin expansion, recovered revenue, avoided cost.

Estimate your lift

What could one decision return?

$200M
$10M$1B
Estimated annual EBITDA lift
$1.60M – $3.20M
80–160 bps on $200M · Pricing & quote
Built for mid-market companies. Investment is scoped to the decision above and quoted on request.

Illustrative ranges from comparable engagements. Actuals scoped against your data in week one.

Proof · our clients

Real engagements. Measured outcomes.

Pricing — B2B Food CPG
+$4.2M

/ yr EBITDA from a pricing & quote-optimization engine.

Retention — DTC Oral Care
$6.0M

revenue at risk flagged at 90% precision, 30-day lead.

Risk — Online Payments
18%

decline-cost cut · ML pre-screening, sub-1-month payback.

Acceptance — Payment Provider
+40 / −25 bps

acceptance up, chargebacks down.

Entity resolution — Remittance
12M → 4M

records resolved to true clients via AML, in 90 days.

Reporting — Fin. Institution
40h → 20m

per month · regulatory reporting automated, 100% accuracy.

Industries shown, not clients. Metrics are realized or validated outcomes from MPC engagements.

Differentiation

How it's different.

We sell ownership. They sell access.

Business Intelligence
Operational AI
Focus
Reporting & analytics
Decision support, augmentation & automation
Output
Data visualizations
Predictions, recommendations & executed actions
Scope
Descriptive & diagnostic
Prescriptive & proactive
Learning
Static reports, no learning
Learns continuously from every outcome

BI tells you what happened. Operational AI decides — and does — what should happen next.

Where it pays off · industries

Where we've already turned decisions into value.

Manufacturing

  • Dynamic price discipline & quote optimization
  • Demand forecasting & inventory balancing
  • Root-cause on late shipments & service

Consumer & CPG

  • Margin-aware pricing & promotion
  • Revenue-at-risk early-warning on customers
  • Mix, assortment & churn signals

Financial services & payments

  • Transaction screening & decline-cost control
  • Acceptance / chargeback optimization
  • AML entity resolution & compliance automation

Healthcare

  • Operational analytics & metrics governance
  • Regulatory / trade cross-reference
  • Exploratory & predictive modeling
Ready to make smarter decisions?

Turn your next decision into EBITDA.

Pick one high-impact decision. We'll ship it in 90 days, prove the value, and hand you the keys. You own the system — and you only keep us while we keep earning it.

First decision liveIn weeks · value in a quarter
Web · locationmpconsulting.ai · Monterrey, MX
InvestmentQuoted on request · built for mid-market

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MPConsulting
MPConsulting · Operational AI · From data, to decisions, to profit