Documents and exports
Contracts, PODs, invoices, policy PDFs, CSV dumps. Enough to build a real workflow and prove the reasoning.
The Solution Builder turns a plain-English brief into a running solution, data models, agents, flows and real interfaces, then hands you the controls at whatever altitude you want to fly at.
Describe it in plain English. We wire up the data and hand back a working solution you refine by chatting.
This is not a wizard. Every step is inspectable, editable and reversible, and the solution stays one artifact from the first sentence to the hundredth release.
The builder identifies the entities, measures and rules you're referring to, using canon and your derived portraits. Where a term is ambiguous it asks rather than guesses, and the answer you give becomes Layer 3.
Proposed data models, agents, flows, screens and the systems it wants to touch, plus an honest list of what it can't answer with the data currently connected.
Consoles, review queues, worksheets, approval flows, dashboards, conversational surfaces, whatever the workflow needs. Generated code, not a locked template.
“Split this queue by terminal.” “Require a second approver over $50k.” “This column should use our fiscal calendar.” Or open the flow graph and do it yourself.
Build a golden set with your SMEs, run it, see the accuracy number. Publish through a launchpad with the right roles and the right human checkpoints.
The usual trade, easy tools that hit a wall, or powerful tools nobody in the business can touch, is a product packaging decision, not a law of nature.
| NO-CODE | LOW-CODE | FULL CODE | |
|---|---|---|---|
| Who | Analyst, ops lead, product owner | Power user, solution designer | Software engineer |
| Surface | Conversation and forms | Flow graph, expression editor, schema editor | Generated source, custom tools, own components |
| Typical change | “Add a filter for open exceptions only” | Insert a validation step; change routing thresholds | Write a custom connector; replace a UI component |
| Guardrails | Cannot break governance or exceed entitlements | Change review before publish | Version control, CI, review, evaluation gate |
| Round-trips? | Yes. Code edits remain visible to the graph, and the conversational builder keeps working on top of hand-written changes. Nothing becomes a one-way door. | ||
It never is. Waiting for a clean warehouse before starting AI work is how three-year programs get canceled in year two with nothing to show.
The Solution Builder is designed to produce something useful from whatever exists today, a folder of PDFs, a monthly export, a screen scrape, an SME's spreadsheet, or a synthetic set we generate together in the workshop, and to swap in the real source later without rebuilding the solution.
In practice, the first working version usually exposes exactly which data problems are worth fixing, and that is a much better prioritization input than a data quality audit.
Contracts, PODs, invoices, policy PDFs, CSV dumps. Enough to build a real workflow and prove the reasoning.
Generated with your SMEs to match the shape and edge cases of the real thing, before access is granted.
One source, connected properly, beats six sources connected badly. Expand once the pattern holds.
Because the solution talks to the ontology rather than to tables, the switch is a mapping change, not a rewrite.
The most convincing demo is your problem, described out loud, becoming a working solution in the same call.