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

Ask your Vista ERP anything.
In plain English.

Five construction companies run VistaGPT in production. Every answer grounded in your real Vista schema, no SQL, no IT ticket, no hallucinated tables.

ChamberlinDelnorEmerySappJC ConstructionJCWIP
§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
ASK Plain English “Contracts by department, Q1.”
GROUND Schema retrieval 19,249 real Vista entries.
FIREWALL Drop hallucinations 6 parallel checks, before any SQL.
VALIDATE Validated T-SQL sqlglot + 2 auto-retries.
ANSWER Results in seconds Streamed, read-only, <400ms.
§ 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, results in seconds, 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, a 12-hour manual build, done in 5 minutes.

§05, In production

Real work. Real clients.
Real eval scores.

Nothing here is a demo, each runs against live client data.

95.3/100
eval benchmark
5 clients · 8 services · in production

VistaGPT

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

  • 74.5% → 20.5% hallucination, eliminated by deterministic stages
  • 12 hours → 5 minutes for complex Power BI (PBIR) builds
  • 19,249 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.

01 Vista Schema Complexity A 19,249-entry schema manifest for LLM retrieval, every query is schema-aware, not schema-guessing.
02 Multi-Company Consolidation Groups run 3–8 companies on one Vista instance. Cross-company joins handled without schema knowledge.
03 Crystal Report Migration VistaForge maps a 1,200+ Crystal Report SQL reference corpus into Power BI PBIR, preserving logic, not pixels.
04 Read-Only by Architecture Every 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 the service that maps the problem, then we scope the system that fixes it.

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