WhizzWorks

AI-native strategy · Engineering · Operations

Put AI to work across your business.

From AI adoption and model selection to custom agents and adaptive digital experiences, WhizzWorks helps you turn emerging technology into practical business capability.

Explore what AI could improve For government
  • Principal-led
  • Built to inspect
  • Small tests before expansion
01Principal-ledWe combine direct principal involvement with responsibility for the technical decisions.
02Built to inspectWe make assumptions, changes, and results visible so you can inspect each iteration.
03Small tests before expansionWe use a bounded test to learn quickly and expand only when the evidence supports it.
How we work

Start small enough to learn.

We find a valuable problem, assess data and constraints, scope a small test, inspect results, and expand only where justified.

01Find a valuable problemWe identify a workflow, customer interaction, or decision worth improving.
02Assess data and constraintsWe examine source material, access, security requirements, current tools, and operating costs.
03Scope a small testWe define the question, the boundaries, and what evidence would make the test useful.
04Inspect resultsWe review outputs, failures, human effort, and costs against the current approach.
05Expand only where justifiedWe use the evidence to decide whether to continue, change direction, or stop.

We keep iterations short and inspectable. A test can support expansion, a different approach, or a decision to stop.

Explore AI strategy
Services

Practical AI capability, from first decision to working system.

We connect strategy and engineering around a useful business problem. AI is one option to assess alongside existing tools and conventional software.

How we apply AI

AI adoption and workflow discovery

We identify useful problems, assess readiness, and compare AI with simpler ways to improve the work.

See the use case

Agents and integrations

We scope bounded actions, connect approved systems, and define permissions, review, and failure handling.

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Customer intelligence

We examine customer questions and feedback for patterns, with source evidence and limits on what can be inferred.

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Adaptive digital experiences

We explore interfaces that respond to context while keeping choices, accessibility, and human help clear.

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Model, cost, and data strategy

We compare models and tools against task quality, operating costs, data handling, and security requirements.

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Custom AI software

We design and test software around your workflow when existing products and integrations do not fit.

See the use case
About our practice

Strategy and engineering in one practice.

We assess data, current tools, permissions, security requirements, and operating costs. Sometimes the right answer is a clearer workflow, a conventional integration, or no new system.

Private sector

Practical business capability

We start with a valuable problem and connect the business decision to the engineering work. Small, inspectable iterations help us learn what deserves further investment.

  • AI adoption and model selection
  • Bounded agents and integrations
  • Adaptive experiences and custom software
Explore our services
Government

Systems the public depends on

Permitting, licensing, records, and inspections, modernized for procurement, security, and the long haul. Built so the next team can run it without us.

  • AI strategy & governance
  • Digital service modernization
  • Data governance & observability
Our government approach
Demonstrations

Self-built demonstrations

We built these demonstrations using public or synthetic material. They are not customer engagements or official business sites.

All work
The Foot Store homepage demonstration
Retail · Mt. PleasantNext.js
The Foot StoreA retail homepage demonstration using publicly available photography.View the demonstration
The Griffon homepage demonstration
Pub · French QuarterNext.js
The GriffonA pub homepage demonstration using publicly available menu material.View the demonstration
Ted's Butcherblock homepage demonstration
Butcher · East BayNext.js
Ted's ButcherblockA butcher and café homepage demonstration using public material.View the demonstration
The Journal

Notes from the practice.

Plain-language writing on building dependable software, for the agencies the public depends on and the businesses that keep their lights on.

All posts
Applied AI·5 min read
Which version of that answer is current?An AI answer can change when its sources or configuration change. We examine how to trace those inputs, compare versions, and route uncertainty before expanding a company workflow.Read
Engineering·6 min read
Written for the next team.A useful AI handoff preserves the reasoning behind the system: its boundaries, decisions, evaluation evidence, and operating instructions for the people who will change it next.Read
Applied AI·6 min read
Which paperwork to automate firstWe assess paperwork by repetition, inputs, judgment, exceptions, and review effort, then define a small test to decide whether AI, ordinary software, or process cleanup fits.Read
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Where could AI be useful in your business?

Tell us about a workflow, customer interaction, or decision worth examining. We can discuss what AI could improve and whether it belongs in the work.

[email protected] Start a conversation with us.