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 scenarioEnterprise AI Engineering & Enablement
Too much enterprise AI stalls after the pilot. PrismWorks engineers the whole path—AI, data, cloud, security, and integration—with a named senior lead accountable for the result. If AI isn’t the right answer, we’ll tell you before you spend.
Senior-led. Multi-platform. Willing to say stop.

Founder Rishi Randhawa led enterprise banking platforms at TD and served financial-services clients at Accenture and IBM.
Meet our founder ↗INSPECTABLE ENGINEERINGOpen source. Published releases.Explore the Prism MCP Rust SDK, its implementation, and release history.
Inspect the work ↗A STRAIGHT ANSWER FIRSTBuild, buy, improve—or stop.Every engagement starts with a fixed-scope assessment and a recommendation we’ll defend, even when it isn’t to build.
See how it works ↗Where we help
Connect intake, documents, decisions, and handoffs across client onboarding and service delivery.
02Apply AI to document review, exception investigation, and preparation of financial work, with explicit approvals and source evidence.
03Help people find, assess, and use trusted information across documents and business systems.
04Integrate AI-assisted research, development, documentation, and operational workflows with existing engineering practices.
Complete solution engineering
Models, agents, evaluation
Sources, pipelines, retrieval
Runtime, deployment, resilience
Identity, permissions, evidence
Applications, APIs, business state
People, ownership, improvement
Across the platforms you run on
Evidence & scenarios
We show our working. Three engagements worked end to end—baselines, controls, arithmetic, and the point at which we’d tell you to stop. Your assessment replaces our numbers with yours.
Illustrative scenario / Client operations
Organize agreements, records, and service requirements into a source-linked review package, with approval kept with the responsible team.
Work through the scenarioIllustrative scenario / Finance operations
Gather permitted invoice, purchase, receipt, and policy records, explain the discrepancy, and prepare each exception for the accountable owner.
Work through the scenarioIllustrative scenario / Knowledge & decisions
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 scenarioOur delivery model
PrismWorks leads the whole
We own the integrated architecture, delivery plan, cross-team dependencies, and evidence for the agreed acceptance measures. Your team has a named PrismWorks lead from assessment through handover.
Specialists bring the depth
We bring together specialist affiliate partners across geographies for the platform, data, security, systems, and domain expertise the solution requires. Roles, availability, access, and deliverables are agreed for the engagement.
Your team owns the business
Your business and technology owners agree priorities, approvals, and acceptance. We connect each workstream to those measures and equip the receiving team to operate the result.
Your next step
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.