SV7 Analytics · Platform 2026.1

Intelligent systems, AI & analytics to accelerate decisions.

We engineer mission-critical software, domain copilots and real-time analytics for institutional clients — fiscal authorities, public agencies and enterprise operations that can't afford guesswork.

Request a demo See selected work

CONTROLAligned

SOC 2

Type II controls

DATACompliant

LGPD

BR data residency

SLAOperational

99.95%

Uptime target

analytics.sv7.tech / operations

LIVE

Operations overview

Decision velocity · last 30d

DWM

Throughput

12,408

▲ 18.4%

Avg. cycle

2.4h

▼ 31%

Anomalies

▲ 2 new

Forecast vs. actual

ActualForecast

SV7 COPILOT · INSIGHT

Throughput will likely exceed forecast by +8.2% next week. Two upstream bottlenecks detected in approvals.tier-2.

14 integrations connected · synced 30s ago

Pipeline healthy

Systems in production

LIVE

SIGEC v21,142,338records

FIE147,939protocols

ART Engine192kdocuments

PostGIS224municípios

FiscalBotcronactive

Uptime99.95%SLA

Services8/8up

Jakarta EEv10Payara 6

LangGraph RAGon-chainverified

Sentinel-2NDWIok

SIGEC v21,142,338records

FIE147,939protocols

ART Engine192kdocuments

PostGIS224municípios

FiscalBotcronactive

Uptime99.95%SLA

Services8/8up

Jakarta EEv10Payara 6

LangGraph RAGon-chainverified

Sentinel-2NDWIok

Records processed

~1.1M

In production, last quarter

Entities monitored

224

Across active integrations

Operational units

Departments & agencies live

Uptime

99.95%

Target SLA across services

— Services

What we build

Six capabilities, one senior engineering team. We assemble the right combination for your problem — no off-the-shelf SaaS, no consulting decks. Every engagement ships a running system you can operate on Monday.

Fiscal Intelligence Platforms

Multi-source fiscal data ingestion, cross-checks and risk scoring for revenue authorities and finance teams.

Java EEPostgresKafka

AI Document Analysis

OCR & NLP at scale: extract, classify and route contracts, invoices, dossiers and unstructured archives.

TesseractspaCyLLMs

Operational Dashboards

Real-time KPIs, anomaly alerts and decision surfaces — built on the data your operations already produce.

Next.jsD3Clickhouse

Process Automation & Bots

Connect ERPs, government APIs, ticketing and homegrown systems. End-to-end orchestrations that run unattended.

TemporalPythonPlaywright

Legacy System Modernization

Strangle the monolith. Refactor critical paths, ship a modern UI, keep the audit trail and the lights on.

StranglerAPI gatewayZero-downtime

Domain Copilots & RAG Systems

Grounded LLM assistants over your private corpora — with citations, access controls and a real evaluation harness.

LangGraphpgvectorEvals

— Selected work

Systems we've shipped, in production.

All case studies

PUBLIC SECTORCase 01 · SIGEC v2

A modernized institutional management system for state-level operations.

Re-engineered a Jakarta EE platform managing personnel, fiscal entities and operational workflows across 13 units. Modular architecture, fine-grained auditing and a refreshed UI that operators actually want to use.

Jakarta EEWildFlyPostgreSQLJSF / PrimeFacesOAuth2

Units live

−68%

Cycle time

Data loss

SIGEC.console

v2.4.1

14:02:11Permit batch #83410 approvedOK

14:02:09Audit log committed · unit U-07OK

14:02:06Reconciliation queued · 2,418 recordsQUEUE

14:02:02Personnel update · unit U-03OK

14:01:58Workflow WF-118 dispatchedOK

EVENTS · LAST 5MIN

1,284

FIE · ingestion

STREAMING

Protocols processed

147k

across 14 source agencies

FISCAL · AICase 02 · FIE

Fiscal Intelligence Engine: 147k protocols, automatically triaged.

A Python service that ingests fiscal protocols from heterogeneous sources, applies risk models and routes high-priority cases to human reviewers — with a feedback loop that keeps the model honest.

FastAPICeleryscikit-learnPostgreSQLRedis

147k

Protocols

3.1×

Reviewer ROI

0.92

Precision

RAG · COPILOTCase 03 · ART Intelligence Engine

A domain copilot grounded in 192k institutional documents.

LangGraph-orchestrated reasoning over a vector index of regulations, technical responsibility instruments and case history. Citations, access controls and an evaluation harness gate every answer.

LangGraphpgvectorOpenAI / ClaudeFastAPINext.js

192k

Documents

−74%

Lookup time

98.4%

Cited

ART.copilot

RESPONDING

QUERY · OPERATOR

Which active technical responsibilities cover scope SP-2.4.1 in unit U-07?

SV7 COPILOT

3 sources

4 active ARTs cover scope SP-2.4.1 in U-07. Most recent: ART-2024-1138 (renewed 12/04).

RES-118 §4RES-204 §2ATA-2024-09

EVAL · GROUNDEDNESS

0.96

— Why SV7

Engineered for institutions that can't afford guesswork.

We don't do demos. We do production. Three reasons institutional teams trust us with their core systems.

Domain expertise

Years embedded in fiscal, public-sector and enterprise operations. We speak your domain — protocols, audits, accountability — without a glossary.

Sectors

Years deep

Institutional-grade security

SOC 2-aligned controls, LGPD by design, role-based access, full audit trails, and on-prem / sovereign-cloud deployment when required.

Controls

SOC 2

Privacy

LGPD

AI-native from day one

LLM copilots, vector retrieval and evaluation harnesses are first-class citizens — not bolted-on. Every model in production ships with metrics.

Eval'd

100%

Cited

98%+

— How we work

Four steps, from first call to running system.

A predictable cadence that protects your budget and momentum. Every step has a deliverable, a date, an owner.

STEP 01

2 weeks

Diagnostic

Map data, systems, KPIs and bottlenecks. Output: a written technical assessment and a costed roadmap.

STEP 02

1–2 weeks

Architecture

Data model, integration map, security boundaries, AI components. Reviewed with your team before any code.

STEP 03

2-week sprints

Build & ship

Working increments every two weeks. Production from sprint one. Live demos, never slides.

STEP 04

Ongoing

Operate & evolve

Monitoring, SLAs and a backlog you control. Hand off to your team, or run it together long-term.

— Get started

Let's turn your data into decisions.

Book a 30-minute diagnostic call. We'll review your operation, identify the highest-leverage automation, and tell you what it would take to ship it — in writing, not slides.

Request a demo Talk to sales

Free diagnostic call

SLOTS OPEN

30-min walkthrough with a senior engineer
One-page diagnostic and proposed scope
No commitment, no sales script

Or write: hello@sv7.tech