Evidence & scenarios

Proof before promises.

Inspect what can be verified today, work through three illustrative engagements in the open, and see the measurement standard we apply before calling any outcome a result.

How we work
Evidence status

How a claim earns its label.

  1. 01
    Illustrative modelA worked example. The scenarios on this page.
  2. 02
    Assessed baselineMeasured on your current work
  3. 03
    Accepted implementationAccepted by your owners on evidence
  4. 04
    Measured operating outcomeCompared with the baseline in operation

How to read this page

The scenarios on this hub are illustrative worked examples, clearly labelled on every page. They show how PrismWorks designs, evaluates, and measures an engagement. They are not anonymized client stories and their figures are not delivered customer outcomes. Permissioned case studies will be published here only with a named or customer-approved profile, an agreed baseline, and measured results.

Verifiable today

Start with what
you can inspect.

Open source / Published releases

Prism MCP Rust SDK

An independently usable Rust implementation of the Model Context Protocol. Review the source, documentation, package, and release history before you talk to us.

Inspect the repository

Enterprise experience

Leadership you can check

Founder Rishi Randhawa leads strategy, architecture, and delivery, with enterprise technology experience including TD, Accenture, and IBM.

Meet our founder

Practical guidance / Ungated

Guides & worksheets

Seven practical guides and three editable worksheets on choosing, evaluating, and owning enterprise AI workflows. Use them with or without us.

Read the guides

Illustrative engagement scenarios

Worked examples.
Honest arithmetic.

Illustrative scenario / Client operations

Client onboarding, prepared for a decision

Organize agreements, records, and service requirements into a source-linked review package, with approval kept with the responsible team.

Work through the scenario

Illustrative scenario / Finance operations

Invoice exceptions, prepared for finance review

Gather permitted invoice, purchase, receipt, and policy records, explain the discrepancy, and prepare each exception for the accountable owner.

Work through the scenario

Illustrative scenario / Knowledge & decisions

A knowledge assistant people can verify

Connect owned, current sources to the questions staff actually ask, show the evidence behind each answer, and escalate what cannot be supported.

Work through the scenario

Each scenario states its illustrative profile, the baseline to collect, controls and evaluation cases, worked arithmetic with sensitivity, acceptance gates, and the conditions under which we would recommend stopping.

Our measurement standard

How a scenario
becomes a result.

01

Baseline

Observe real work first: volume, total effort, elapsed time, quality, rework, and cost.

02

Evaluation

Test representative, difficult, restricted, and failure cases against agreed criteria.

03

Acceptance

Named business and technical owners accept the scoped result from evidence, not a demo.

04

Operating review

Compare accepted outcomes with the baseline and decide to improve, expand, or retire.

  • A published result names its evidence status: illustrative model, assessed baseline, accepted implementation, or measured operating outcome.
  • Figures always show volume, total effort including review and rework, recurring costs, and the measurement period.
  • Customer stories appear only with permission and the customer owner’s acceptance of the result.
  • Failures, escalations, and unresolved cases stay visible. A pass rate without its case mix is not evidence.

Your first evidence

Replace our examples
with your baseline.

A focused workflow assessment turns an illustrative scenario into a decision grounded in your work.

Bring one workflow, an accountable owner, representative cases, and the systems involved. The assessment establishes the baseline, feasibility, constraints, and a build, buy, improve, or stop recommendation with an investment estimate. Scope and fixed fee are confirmed in writing before work begins.

Your next step

Bring one workflow.
Leave with a decision.

Tell us the work, the systems involved, and what success looks like. A fixed-scope assessment gives you a measured baseline, a build, buy, improve, or stop recommendation, and an investment estimate—before you commit to implementation.

Partner with PrismWorks