Summa AI logoSumma AI
AI-first operating model

AI-first to optimize decisions in the physical world.

We combine computer vision, mathematical optimization, and automation to turn data into reliable operations.

Summa AI logo

What we do

AI-first solutions for demanding verticals

Vision, optimization, and automation models to operate with speed and confidence.

Aero & Logistics

Load optimization with computer vision and linear programming to maximize capacity.

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Agro

Drone monitoring, crop diagnostics, and real-time operational alerts.

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Personalization & CRM

Segmentation, bandits, and causal models for retention and incremental revenue.

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Operational Forecasting

ETA and delays with imagery, regression, and robust pipelines.

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Jurimetrics

TRF extraction, analytics, and LLMs for legal productivity.

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Crypto & Tokenization

POCs with trading bots, tokenized commerce, and risk models.

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Structural advantage

AI-first for real

It is not about using AI as a standalone tool. It is about operating with AI as the nervous system of the company.

  • Creation automation: sites, creatives, reports, and analyses.
  • Operations automation: meetings, documentation, and continuous monitoring.
  • Lean scale: three partners delivering like a large consultancy.

Pipeline

1Data, sensors, and images
2CV / ML / LLM models
3LP / MIP / Bandits optimization
4System and API
5Operational decision

How we deliver

From POC to production, with observability

Clear process to generate real and measurable results.

Step 1

Diagnosis and framing

Goal, constraints, metrics, and success criteria.

Step 2

Data foundation

Pipelines, quality, minimum governance, and observability.

Step 3

Modeling + optimization

CV, ML, LLM, and OR for robust and interpretable models.

Step 4

Production

API, drift monitoring, performance, and cost.

Cases

Proof of capability

Snapshots with technical approach and operational impact.

Aero

Optimized air cargo

Problem: Weight and volume constraints increased cost per flight.

Approach: Computer vision + integer programming for better packing.

Result: Significant reduction in operational waste.

Agro

Drones with fast diagnostics

Problem: Pest alerts arrived too late in large farms.

Approach: Image detection and smart inspection routes.

Result: Operational improvement with less area lost.

Marketing

LTV-driven personalization

Problem: Static segmentation limited conversion and retention.

Approach: Contextual bandits and uplift for offer policy.

Result: Consistent lift in loyalty.

Legal

Applied jurimetrics

Problem: Teams reviewed documents manually.

Approach: TRF extraction + LLMs to summarize and classify.

Crypto

Tokenization POC

Problem: Need to validate strategy before launch.

Approach: Risk models and a functional prototype with automation.

Result: Faster decision to scale or pivot.

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Investigacion

Technical insights and applied research

Applied research organized by teams and priority themes.

Optimization

LP/MIP, heuristics, and integration with computer vision.

LPMIPHeuristics

Bandits and causal

Uplift modeling, contextual bandits, and offer policy.

UpliftBanditsCausal

Applied vision

Detection, segmentation, and tracking for operational decisions.

DetectionSegmentationTracking

Jurimetrics + LLMs

Legal data extraction and document productivity.

LLMsNLPLegal

Crypto / Tokenization

Risk models, market design, and rapid prototypes.

RiskMarket DesignTokenization

Next steps

Ready to operate AI-first?

Schedule a call and design the best strategy for your team.

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