AI Solutions

From pilot to production, on your data.

We build AI that touches real work: the contract nobody has time to read, the ticket queue that never clears, the forecast still living in a spreadsheet. Then we measure it, so you know whether it is helping.

What we build

Six things that reliably pay for themselves.

Internal assistants

A question box over your policies, contracts, and wikis that answers with citations and respects who is allowed to see what.

Agentic workflows

Multi-step automation for one process end to end — intake, triage, drafting, routing — with a human approving the parts that matter.

Document intelligence

Extraction and classification for invoices, claims, statements, and forms, with confidence scores and an exception queue.

Forecasting & ML

Demand, churn, and risk models built on your warehouse, retrained on a schedule instead of once, in a notebook, by someone who left.

AI enablement for your team

Tooling, prompts, review practice, and guardrails so your own developers ship with AI safely and consistently.

Evaluation & observability

Test sets, drift monitoring, cost dashboards, and audit logs — the part that decides whether the pilot survives contact with users.

How it is built

A stack you could take over tomorrow.

Model-agnostic by default. Everything runs in your cloud accounts, under your keys, with your retention policy.

Interfaces

Chat, search, an embedded panel in the app your team already uses, or an API other systems call.

Orchestration & agents

Scoped tools, step limits, retries, and a human approval gate wherever an action is irreversible.

Retrieval & context

Chunking, embeddings, hybrid search, and permission filtering applied before the model sees anything.

Data foundation

Connectors, sync jobs, and the warehouse or lake the rest of your reporting already trusts.

Evaluation, security & cost

Eval sets per use case, PII handling, prompt and output logging, per-team spend limits and alerts.

Where we push back

Three things we will not do.

Put a chatbot in front of a broken process

If the workflow underneath is unclear, AI makes the confusion faster. We fix the process definition first, and sometimes that is the whole project.

Ship without an evaluation set

A demo that impressed one room is not evidence. Every use case gets test cases and a passing bar before it goes live.

Lock you into our tooling

No proprietary runtime, no per-seat fee to us, no hostage data. If you replace us, the system keeps working.

Start here

The six-week AI pilot.

One workflow, one measurable outcome, one fixed fee. At the end you have a system in production and enough evidence to decide what happens next.

Included

Week 1–2 — workflow mapping, data access, and a written scope

Week 3–4 — working system on your data, reviewed with your users

Week 5–6 — evaluation, hardening, deployment, and handoff

An eval report with pass rates, latency, and running cost per task

Runbooks, architecture notes, and a walkthrough with your team

A recommendation on what to build next — or what to stop

Bring us one workflow.

The best first conversation is about a specific, annoying, expensive task. Tell us which one and we will tell you if AI is the right tool for it.

PR TECHNOLOGIES

IT consulting and AI engineering for teams that need the work done, not the deck.

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