The Foundation

Reusable infrastructure. Client-specific execution.

The ingestion, reconciliation and review layers carry over from every prior engagement. The schema, the rules and the integration logic are custom built.

Diagram showing the Prosights Foundation configured for a client production system
Diagram of integrations, permissions, schemas, and workflows converging into one system

[the process]

A different build model

The flexibility of custom. The speed of proven infrastructure.

01.

BLANK-SHEET

Illustration of blank-sheet development with disconnected custom components
Illustration of blank-sheet development with disconnected custom components

Traditional development

Rebuilds the foundation before anyone can test the workflow.

High build risk

Long time to proof

02.

OFF-THE-SHELF

Illustration of rigid off-the-shelf software as a fixed layered stack
Illustration of rigid off-the-shelf software as a fixed layered stack

Packaged software

Forces the business into fixed schemas, interfaces, and workflows.

Low flexibility

Compromised workflow

03.

Custom software

Illustration of the Prosights foundation adapted to a client environment

ProSights

Starts from proven infrastructure and adapts what the operation requires.

Fast proof

Production path included

THE REUSABLE FOUNDATION

The pieces are already in place. The last mile is yours.

01.

Diagram of APIs, connectors, and ingestion unifying data sources

Connect every source

Bring data together without replacing the systems already running the business.

02.

Dashboard illustrating a trusted, validated operating data model

Create trusted structure

Turn fragmented inputs into a consistent, validated operating model.

03.

Diagram of AI agents using connected tools and memory to orchestrate workflows

Reason and orchestrate

Combine agents, tools, and deterministic rules to execute each workflow reliably.

04.

Three-step workflow for reusable application patterns

Operate the workflow

Provide reusable application patterns for reviews, approvals, and case management.

05.

Governance controls and performance metrics for secure, accountable outputs

Govern and measure

Keep every output secure, source-linked, and accountable.

what is yours

The last mile is built for you.

Your schema, your rules, your systems

The reused layers stay the same on every engagement. Everything that touches your business is built for it.

THE REUSABLE FOUNDATION

From real data to a working system.

Connect

Point the foundation at the client systems, documents, and data already in place.

Configure

Map the schema, business rules, identity controls, and target operating workflow.

Prove

Deliver a working prototype against a high-value use case using the client’s real data.

Deploy and extend

Put the workflow into production, then reuse the same foundation on the next problem.

Enterprise by design

Built for your environment.Owned by your company.

Secure deployment

We work inside your environment under your access controls. No data leaves it and none of it trains a model.

ProSights handles our manual work directly in our own formats — delivering a real step-change in our team’s productivity.

Andrew Morgan

AI Delivery Lead

Andrew Morgan, AI Delivery Lead

Existing identity

Our team works under the access your team grants, on your existing roles, and that access ends at handover.

Auditable output

Every value carries a citation to the source and clause it came from, and every write is logged.

Client ownership

The code, the schema and the documentation belong to your company at handover.

See it run on your own data.

A two-week diagnostic, findings in writing, a plan priced by milestone.