AGENTIX · WHO WE HELPCONSTRUCTION · VIEWPOINT VISTA / 2026
§ Who we help · Construction & Real Estate

Ask your Vista ERP anything.
In plain English.

VistaGPT is in development, in internal validation with construction-ERP design partners. Every answer is grounded in your real Vista schema, and the reconcile firewall drops any field not in the database.

Construction-ERP design partners
§01, The situation

Vista has the data.
Getting it out takes two days.

Viewpoint Vista is the backbone of construction finance and operations, every contract, job-cost ledger, subcontractor payment and WIP balance, across 2,000+ tables and multiple company schemas.

Finance asks for a number. IT opens a ticket. Two days later the answer arrives, for the question they asked before the site meeting, not the one they need now. The data exists; the access does not.

§02, How it works

How a question becomes an answer.

One path, end to end, with the deterministic firewall that makes every answer trustworthy.

FIG.01, How a question becomes an answer
ASKPlain English“Contracts by department, Q1.”
GROUNDSchema retrieval19,249 real Vista entries.
FIREWALLDrop hallucinations6 parallel checks, before any SQL.
VALIDATEValidated T-SQLsqlglot + 2 auto-retries.
ANSWERStreamed resultsStreamed and read-only.
§ Exhibit, the output

What lands on the screen.

A representative reconstruction, illustrative, built from the canon, not a live screenshot.

FIG.02, Representative VistaGPT output · illustrative reconstruction, not a live screenshot
representative Vista answer + PBIR migration (illustrative)

“Show me all contracts by department for Q1.”

Civil14 contracts$8.42M
Mechanical9 contracts$5.10M
Concrete6 contracts$2.88M

Validated T-SQL · read-only · grounded in 19,249 schema entries

§03, In practice

See it on real work.

Concrete scenarios, what goes in, what comes back.

Ask it

“Show me all contracts by department for Q1.”

Validated T-SQL across the multi-company schema, no developer involved.

Ask it

“Which subcontractors are over budget on Riverside?”

Job-cost ledger query grounded in real Vista tables, no hallucinated columns, ever.

Ask it

“Rebuild this Crystal Report in Power BI.”

VistaForge migrates the logic to PBIR. Design target: a manual build of about 12 hours down to minutes.

§05, In development

Being built now,
honestly, in the open.

In development, internal validation only. The figures below are schema and architecture facts and design targets, not client results.

In development
schema entries grounded
Construction-ERP design partners · in development

VistaGPT

Natural-language access to Vista ERP, built for construction.

  • Reconcile firewall drops any field not in the database
  • Power BI (PBIR) builds: design target of about 12 hours down to minutes, not a client result
  • 19,249 verified Vista schema entries structured for LLM retrieval
  • 1,200+ Crystal Report SQL reference corpus, logic preserved on migration
Read the full case file →
§06, Built in, not bolted on

Construction & Real Estate-specific
engineering decisions.

Domain knowledge baked into the architecture, not discovered during delivery.

01Vista Schema ComplexityA 19,249-entry schema manifest for LLM retrieval, every query is schema-aware, not schema-guessing.
02Multi-Company ConsolidationGroups run 3-8 companies on one Vista instance. Cross-company joins handled without schema knowledge.
03Crystal Report MigrationVistaForge maps a 1,200+ Crystal Report SQL reference corpus into Power BI PBIR, preserving logic, not pixels.
04Read-Only by ArchitectureEvery system reads Vista through a FastMCP gateway. No agent can write, enforced structurally.
§07, Where to start

Not sure which build
comes first?

Start with a scope call or the service that maps the problem, then we build the system that fixes it, on the model that suits its size.

FIG.03, Typical engagement, from first call to handoff
01 · SCOPE30-minute scope callDefine the boundary and agree the success criterion.
02 · AUDIT, OPTIONAL$5K Operations AuditTwo to three weeks to a priced roadmap, when the first build is not obvious.
03 · BUILDRapid or ProgramRapid: 2-5 days. Program: discovery, approved architecture, then epics.
04 · GATEEval or QA passNothing reaches production without a passing eval or QA run.
05 · HANDOFFYou own itSelf-hosted, full code ownership, 30-day support window.
Engagement model

Agentix Rapid

One targeted automation, 2-5 days from scope sign-off.

For Construction & Real EstateSee the automation portfolio →
Engagement model

Engineering Program

Multi-week, custom architecture; scope sets the duration.

For Construction & Real EstateSee the programme phases →
Get started

Tell us what you
want to solve.

A 30-minute call. We'll tell you which solution fits your situation, what the build involves, and the eval it would have to pass, engineering discussion from the first call, no sales pitch.

AGENTIX TECH · who we help · construction & real estate