NEXIA LLC · Delaware, USA · Nearshore delivery from Argentina
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Possition IAPossition IAAI Engineering Firm

Artificial Intelligence Solutions for Companies

At Possition, AI is a strategic tool for solving concrete business problems. We design and implement AI solutions that improve document management, automate answers to frequent questions, and turn scattered data into actionable information. Our commitment is to apply AI where it actually creates value, away from passing trends.

What this service covers

What AI can do inside a company

In simple terms: understand text, documents, and inquiries, and act on them. That makes it possible to automate tasks that used to require a person to read, interpret, and decide what to do with the information.

  • Document processing: read invoices, contracts, and receipts, and extract their data.
  • Customer service: answer frequent questions and hand off those that need a person.
  • Knowledge systems: find answers inside the company's documentation.
  • Report generation: consolidate information and draft periodic summaries.
  • Information classification: sort emails, requests, and documents by type and priority.
  • Automation of simple decisions: approve, route, or alert according to defined rules.

Simple examples

  • The accounting firm receives hundreds of receipts by email; the system reads them, classifies them, and records them, and the accountant only reviews the exceptions.
  • A customer asks about an order status at 10 p.m.; the assistant replies with information from the system and schedules the follow-up.
  • A manager needs a figure that is in some report from last year; they ask in natural language and get the answer with the source cited.

Human oversight

We design each solution with control points: AI proposes, classifies, or replies, and a person validates where the process requires it. Full automation is applied only to low-risk tasks with clear rules.

Security and privacy

  • Your company's information is not used to train third-party models.
  • Access controlled by user and permissions.
  • Traceability of every response and every action of the system.
  • Cloud infrastructure with security best practices.

Strategic consulting on AI and process automation

With a diagnosis: we identify where in your operation AI produces a measurable benefit, define the scope of a first bounded implementation, and get it running before expanding.

Does this problem need AI, or is something simpler enough?

Not everything that can be solved with AI should be solved with AI. Before picking the tool, it's worth looking at what kind of problem it actually is.

CriterionSimple search or filterRules / RPAArtificial intelligence
Works when there's a single exact answerYesYesYes, and also with ambiguity
Understands natural language or free textNoNoYes
Interprets unstructured documents (PDFs, emails, contracts)NoLimitedYes
Requires programming every case by handNo, but only finds what's already indexedYes, rule by ruleNo: generalizes from examples
Typical costLowLow-mediumMedium
When it fitsLooking up something specific in already-organized data100% stable, repetitive processesInterpreting text, using judgment, or handling exceptions

Applying AI where a simple search already solved the problem is overspending. The right question isn't "can this be done with AI?" but "does this actually need AI?"

Real use cases

Healthcare · Clinics and healthcare centres

AI in healthcare: clinical and operational automation for clinics

Read the case →

Public sector · Public-sector agency

Intelligent traceability for the public sector

Read the case →

Finance · Financial sector and investors

AI for finance: market data in real time

Read the case →

Industry · Semiconductor industry

Industrial vision for defect detection

Read the case →

Agriculture · Agricultural companies

Data analytics for agriculture: field decisions with same-day data

Read the case →

Energy · Energy sector (Chile)

AI applied to energy regulation: anticipated regulatory impact

Read the case →

Public works · Companies bidding for public contracts

Public tenders with AI: opportunities filtered by real fit

Read the case →

Implementation process

  1. 1

    Diagnostic

    We analyze your process and tell you what to automate, how, and what return to expect.

  2. 2

    Implementation

    We build the solution connected to your systems, with working deliveries and real tests.

  3. 3

    Operation and improvement

    We leave it running, train your team, and measure results.

The full detail, with deliverables per stage, is in how we work.

Frequently asked questions

Do I need large volumes of data to use AI?

Not necessarily. Many useful applications — reading documents, answering inquiries, internal search — work with the information your company already has.

Can AI get things wrong?

Yes, which is why solutions include validations, cited sources, and human review at critical points. Designing that control is part of the work, not an add-on.

What happens to the confidentiality of our information?

Information is processed with controlled access and is not used to train third-party models. Treatment details are defined and documented in each project.

Where should we start if we've never implemented AI?

With a diagnosis and a narrow, low-risk case: something measurable, that doesn't depend on other projects, and that validates the approach before expanding to other areas.

Do we have to change the systems we already use?

In general, no. Solutions are built on top of the infrastructure you already have, with whatever access and permissions are defined for each case.

How long does it take to see a result?

A narrow case — reading documents, an internal query assistant — can be operational in weeks. Projects that integrate several systems take more stages.

Does the AI understand the specifics of my industry?

It's adjusted using your company's own information and documentation during the project: it doesn't arrive with generic knowledge of your industry, it's built with your data.

Where can AI help in your operation?

Tell us about your process and we will say, honestly, whether AI is the right tool.