Services

From First Workshop to Running System

Four practices, one accountable team. Engage us for a single build or an end-to-end program.

Agentic AI Development

Design and deployment of autonomous AI agents for support triage, document processing, research, and operations — built on Claude, OpenAI, and open frameworks such as LangGraph and CrewAI, with evaluation and guardrails as first-class deliverables.

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Machine Learning Engineering

Forecasting, classification, recommendation, and NLP systems taken from proof-of-concept to production — including the data pipelines, feature stores, and MLOps needed to keep models accurate over time.

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Custom Software Development

Web platforms, APIs, integrations, and legacy modernization on AWS, Azure, or GCP — built with Python, React, and Node, and engineered from the start to carry AI workloads.

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Robotics & Automation

Vision-guided inspection, AMR fleet orchestration, and ROS 2 development — the software layer that makes robotics programs pay off, simulated before hardware is purchased.

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How We Deliver

A Four-Step Engagement Model

01

Discover

A 1–2 week audit of your workflows, data, and systems. Deliverable: a prioritized roadmap with ROI estimates.

02

Design

Architecture, security review, and a working prototype against your real data — before you commit to the build.

03

Build

Fixed milestones, weekly demos, and continuous evaluation. Code, tests, and documentation transfer as we go.

04

Operate

Monitoring, model updates, and 24/7 production support — or a clean handover to your internal team.

Engagement Models

Three Ways to Work With Us

Fixed-Scope Project

A defined build with fixed milestones and a fixed price — best for a first system or a well-understood problem. Typical duration 8–20 weeks.

Best for: first engagements, single workflows

Retained Partnership

A monthly engagement covering roadmap, new builds, and production support across systems — with priority access to the team that built them.

Best for: multi-system AI programs

Embedded Engineers

One or two Parry engineers inside your team for a quarter — to stand up an agent platform, an MLOps practice, or a robotics program alongside your people.

Best for: building internal capability
Every Engagement Includes

What You Get, No Matter the Model

These are not add-ons or upsells. Every system we ship comes with the artifacts that let you own, audit, and run it without us.

Full Source & IaC

Code, tests, and infrastructure-as-code in your repositories from the first milestone.

Evaluation Suite

Automated tests that score agent and model behavior on every change.

Runbooks & Docs

Operating documentation your on-call team can actually use at 2 a.m.

Monitoring Dashboards

Cost, accuracy, and throughput visible from day one in production.

Weekly Demos

Working software every week — never a status deck in place of progress.

Team Handover

Training sessions so your engineers own the system with confidence.

Not Sure Where to Start?

Book a discovery call. We will map your highest-value AI and software opportunities — no obligation.

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