Auralis · Sovereign AI Platform

Sovereign AI. Your hardware, your data, your answers.

Runs on
Infrastructure you own
Data sent to cloud AI
None — ever
Every answer
Traceable to its source
Private AI agentsGrounded retrieval (RAG)Local LLM inferenceHuman-in-the-loopFull audit trailOpenAI-compatible API
What Auralis is

Your company's knowledge is trapped in chat threads.

Auralis is a sovereign AI platform: AI agents, grounded search and local language models that run entirely on infrastructure you own. Nothing is sent to a cloud AI provider — not your messages, not your documents, not your questions.

Every day, decisions, commitments and client feedback disappear into message history. Most AI tools promise to fix that by shipping your data to someone else's servers. Auralis takes the opposite path: it turns your daily communications into trusted, searchable institutional knowledge — and keeps every byte inside your building.

All inference runs on hardware you control
Every answer cites the exact records behind it
When evidence is missing, it says so — instead of guessing
INGESTNORMALIZE & DEDUPLICATE
UNDERSTANDRETRIEVE WITH PROVENANCE
ACTAGENTS · REPORTS · ANSWERS
AURALIS
How it works

Ingest. Understand. Act.

Auralis connects to the places where work actually happens — starting with workplace chat — and builds a clean, deduplicated record of decisions, commitments and delivery discussions. Specialized agents then work on top of that record, never around it.

  • Ingest — every message normalized into an auditable system of record
  • Understand — keyword and semantic search combined, with exact source provenance
  • Act — agents that summarize, analyze and report, with human approval
Why it's different

Four promises most AI platforms can't make.

Privacy

Sovereign by design

Models, data and automation live on your own hardware. There is no cloud AI dependency to audit, negotiate or worry about.

Proof

Cites its sources

Every answer traces back to the exact messages and records that support it — receipts included, every time.

Honesty

Admits what it doesn't know

When the evidence isn't there, Auralis abstains instead of inventing. In benchmark testing it declined every no-evidence question — with zero fabricated answers.

Impact

Reports value, not activity

Its flagship agent answers one question per project, per week: what meaningful difference did the team create for the client?

Business use cases

Six jobs Auralis does from day one.

01

Institutional memory

"What was decided about the July 15 release?" — answered in seconds, with the exact messages as receipts. Decisions, commitments and context stop vanishing when people scroll past them.

Decision recoveryGrounded answersExact provenance
02

Weekly business value reports

Every active project answers one question weekly: what meaningful difference did the team create for the client or business? Not a stand-up digest — an evidence-backed value report.

Value ladderEvidence-basedHuman-approved
03

Team contribution insights

Explainable, evidence-based views of who delivered what — drawn from real work records, not self-reporting. Built to make invisible work visible, with human review on every output.

RecognitionExplainableAudit trail
04

Marketing intelligence from delivery work

Surfaces credible, client-safe marketing stories from real project wins — with confidentiality controls and source provenance managed before anything reaches a draft.

Confidentiality controlsProvenanceReview workflow
05

Executive summaries on autopilot

Daily and weekly digests of what actually happened across teams and projects — generated on schedule, grounded in the record, ready before your first meeting.

Scheduled digestsCross-teamGrounded
06

A private ChatGPT for your company

One chat interface for everyone, with intelligent routing to the right capability behind the scenes — running entirely on your infrastructure through an OpenAI-compatible API.

Intent routingOpenAI-compatibleLocal models
The Auralis Value Ladder

From activity to business value — no credit in between.

RUNG 01

Activity

"The team implemented semantic query routing." Work happened — that's all we know so far.

RUNG 02

Deliverable

"Queries now route automatically to the correct knowledge workflow." Something real shipped.

RUNG 03

Outcome

"Users no longer pick agents manually, and irrelevant retrieval dropped." Behavior changed.

RUNG 04

Business value

"The platform became easier to adopt, more accurate and more scalable." The client is better off.

Every claim has to climb the ladder. A dedicated Skeptic agent challenges weak evidence and inflated language before any report reaches a human reviewer — so what you read is what actually happened.

Under the hood

Plain English on the left. Real engineering on the right.

What you getHow it's built
Runs on your own hardware
On-premise servers, including Apple Silicon — zero cloud inference
Local AI models
Ollama serving open-weight models (Qwen 3 family) — swappable, no vendor lock-in
Enterprise data foundation
Supabase PostgreSQL as the auditable system of record
Semantic + keyword search combined
pgvector embeddings + PostgreSQL full-text search, merged with reciprocal-rank fusion
Reliable scheduled automation
Windmill deterministic orchestration — retries, schedules and run history
Multi-agent reasoning
LangGraph deep-agent architecture with typed tools and deterministic validation
Works with tools you already use
OpenAI-compatible API and Open WebUI; Google Chat ingestion today, extensible to Slack, Teams and email
Full observability
Telemetry, query audit, user feedback and Sentry monitoring on every workflow
Trust & governance

Built to be doubted.

Every claim Auralis makes can be checked — by you, by your auditors, or by the agent whose only job is to disagree.

01

Human approval

No report ships without a person signing off. AI drafts; your team decides.

02

Deterministic validation

Rules, schemas and audit records wrap every probabilistic step — so agents stay inside the lines.

03

The Skeptic agent

A dedicated agent challenges inflated claims and thin evidence before anything reaches you.

Questions, answered

Auralis, in plain terms.

What is a sovereign AI platform?

A sovereign AI platform runs AI models, data storage and automation entirely on infrastructure you own and control. No prompts, documents or embeddings are sent to an outside AI provider. Auralis is Prestanda Consulting's sovereign AI platform for enterprise teams.

Can AI agents run without the cloud?

Yes. Open-weight language models now run well on hardware a company can own. Auralis performs summarization, retrieval, analysis and report generation with local inference, so it operates with no cloud AI dependency at all.

How is Auralis different from ChatGPT or Copilot?

Cloud assistants send your data to third-party servers and answer from general knowledge. Auralis runs privately on your own infrastructure, answers only from your company's own records, cites the exact source behind every claim, and declines to answer when the evidence is not there.

What data sources does Auralis work with?

Auralis starts with workplace chat, normalizing every message into a deduplicated, auditable knowledge base. The same ingestion architecture extends to other collaboration platforms, email, documents and ticketing systems.

How do you measure the business value of AI agents?

Auralis uses a value ladder that separates activity, deliverables, outcomes and business value, backed by a maturity model and a dedicated skeptic agent that challenges weak claims. Each project receives a weekly, evidence-based business value report that a human reviews before it ships.

Is Auralis suitable for confidentiality-sensitive industries?

Auralis was designed for environments where data residency and confidentiality are non-negotiable. All inference happens on premises, every query and answer is logged with full provenance, and human approval gates sit in front of every published output.

How do we get started with Auralis?

We run a working session on a slice of your own data so you can judge the platform on real answers, not a demo script. From there, Prestanda Consulting deploys and operates Auralis on your infrastructure.