The AI Operating Partner · 2026

We don't promise AI.
We deliver it.

PRAGMA embeds inside enterprise operations and runs the system that makes AI investment show up on the P&L. Outcome-priced. Production from day one.

Start with PRAGMA Diagnose →Explore services
The execution gap

91% of companies have AI.
6% see meaningful ROI.

91%
of companies use AI in at least one capacity
80%
report no measurable productivity impact
$600B
global gap between AI capital deployed and ROI
6%
of companies achieving significant AI ROI

What enterprises are missing is not more AI. It is someone willing to be accountable for what happens after the demo ends.

What we do

Five service lines.
One operating model.

Each line has a distinct buyer, a distinct commercial model, and a distinct outcome — and all five compound on the same proprietary OS.

01
Full operating partner

PRAGMA Operate

Embedded AI operating partner for enterprises, PE portfolios, and AI-native companies entering LatAm. Outcome-priced. Equity-aligned.

  • Enterprise · R$500M+
  • PE Portfolio mandates
  • Market entry for AI companies
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02
Synthetic workforce, per unit output

PRAGMA Workforce

Replace BPO volume with synthetic workers. Charged per invoice processed, contract reviewed, ticket resolved. Margin scales without headcount.

  • TASK + PROCESS scope
  • Per-unit pricing
  • Production from day one
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03
Talent & capability transformation

PRAGMA Transform

The PEOPLE layer of the operating model. Executive literacy, workforce AI enablement, and the internal capability that owns what we built.

  • Executive AI literacy
  • Workforce enablement
  • Internal capability building
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04
Legacy modernization · AI-native systems

PRAGMA Build

Fixed-price rebuild of 30-year-old ERPs and bespoke systems built AI-native from the first commit. Vibe-coded. Production-grade.

  • Fixed-price engagements
  • Legacy modernization
  • AI-native from scratch
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05
AI solutions marketplace

PRAGMA Market

Curated, compliance-checked catalog of AI solutions. Distribution for AI-native companies in LatAm. Productized PRAGMA agents.

  • Vetted vendor catalog
  • LatAm distribution
  • Productized PRAGMA agents
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How we work

Diagnose. Build. Operate.

4–6 weeks · Fixed fee

PRAGMA Diagnose

A forward-deployed team embeds, maps your operations, and returns 3–5 highest-leverage AI opportunities — with a production roadmap, not a slide deck.

3–12 months · Retainer

PRAGMA Build

Embedded engineers ship AI systems into production workflows. Synthetic workers, capability infrastructure, or transformation — the shape follows the scope level.

Ongoing · Retainer + success fee

PRAGMA Operate

Governance, monitoring, retraining, scope expansion. Every quarter the OS learns more about your business. AI doesn't degrade — it compounds.

See the full approach →
The category just got institutionally validated

Anthropic. Blackstone. Goldman.
And — in Brazil — PRAGMA.

Anthropic + Blackstone + Hellman & Friedman + Goldman Sachs just formed a new enterprise AI services company — backed by General Atlantic, Apollo, GIC, and Sequoia — to embed Applied AI engineers inside mid-market companies.

The forward-deployed engineer model is now institutionally backed. Brazil is unclaimed. That's where PRAGMA operates.

Others theorize AI. PRAGMA practices it.
Bring us the gap.
We'll bring the system.

If your company has invested in AI and has nothing to show for it in production — that's the problem PRAGMA exists to solve. Start with a Diagnose.

Start with PRAGMA Diagnose →