Where every person's expertise
becomes the company's
infrastructure.

Collective intelligence. Owned forever. Compounding daily.

Collective intelligence Owned forever Compounding daily
01 · The Problem

Your data is scattered.
Your AI is ungoverned.

Two failures compound into one expensive outcome — enterprise AI that stalls in pilots and never reaches production.

The Data Problem

Fragmented. Untrusted. Stale.

  • Data lives in dozens of silos with conflicting definitions.
  • AI models train on dirty, ungoverned data — pilots stall, ROI never arrives.
  • Analytics teams spend more time reconciling than analyzing.
60–80%
of analytics effort wasted on data prep — not insight.
The AI Problem

Shadow IT. No audit. No budget.

  • AI agents get API keys with broad access — or are sandboxed into uselessness.
  • Enterprises stitch together 3–7 platforms for agents, governance, compliance.
  • No one can tell you what your agents did last quarter, or what it cost.
70–85%
of enterprise AI initiatives fail to reach production.

Most enterprise AI fails — not because the AI is bad, but because the data underneath isn't ready and Your Native AI above isn't built.

02 · The Solution

Two failures. One platform that fixes both.

A governed foundation that makes your data AI-ready — and the operating layer that runs on it. The data fixed below, Your Native AI built above. One platform, not two products bolted together.

Your people×Your AI agents×Your outcomes
Part 2 · Operations
Your Native AI.

Where humans + AI work as one accountable workforce.

Governance IP ownership Impact scoring Compounding memory Blended workforce
↑ Runs on ↑
Part 1 · Foundation
The AI-Ready Foundation.

Where your data becomes AI-ready, governed, decision-ready.

Unified data Knowledge layer Activation Role-based agents Data governance
Your systems×Your data×Your sources

Data that's ready for AI. AI that's ready for the enterprise.

03 · Foundation · Architecture

From scattered sources to one decision-ready foundation.

Every source flows in, gets normalized, resolved, governed, and made AI-ready — then pushed back out as governed signals, wherever decisions happen.

Inputs

Where your data lives.

ERP & financialSAP · Oracle · NetSuite
CRM & salesSalesforce · HubSpot
Files & documentsStructured + unstructured
APIs & integrationsREST · webhooks
Event streams & logsKafka · telemetry
Opiris Platform One trusted source of truth
One trusted source of truth.
01 · Ingest
Normalize
Any source, as-is — no lock-in.
02 · Resolve
Canonical
One resolved entity model.
03 · Govern
Policy
Policy, lineage, access.
04 · Activate
AI-ready
Queryable, in motion.
Push governed signals into action
StreamingWorkflowsAgentsAudit
Outputs

Where decisions happen.

BI & analyticsDashboards · reports
AI models & copilotsRisk · prediction
Operational appsTask systems · workflows
Automated workflowsTriggers · approvals
Decision triggersReal-time signals

Every source. Every team. One trusted, governed, decision-ready foundation.

04 · Foundation · Active + Intelligent

More than a foundation. Active by design.

Opiris doesn't just hold your data. It moves it into action — with the context your business actually runs on.

KPI breach detected · churn risk
Data in motion
Streaming signalIn workflowAction fired
Approval routed2.1s
Active.

Data at rest is overhead — data in motion is the product. Real-time signals, embedded in the tools your teams already use, orchestrating triggers and approvals automatically.

What's our refund policy for enterprise?
Grounded in your knowledge
Policies & playbooks
Contracts & agreements
Your vocabulary & past decisions
Intelligent.

AI without context is just guessing. Opiris brings the institutional knowledge — SOPs, contracts, taxonomies, and past decisions, indexed and queryable, so AI speaks your business.

Active. Intelligent. The intelligence is engineered in — not bolted on.

05 · Foundation · AI Agents

Don't build the AI workforce. Plug it in.

A starting set of role-tuned agents — illustrative, not exhaustive. Pre-wired to your data, your knowledge, and your governance.

What changed this week?
Insight ready
Revenue$2.4M▲ 12%
Executive intelligence

What changed. What it means. KPI tracking, anomaly detection, board-ready answers — without waiting on the next reporting cycle.

Live · throughput
Variance flagged→ Ops team
Operations

The pulse of how work flows. Productivity, throughput, and variance — surfaced in real time and routed to the right team.

Close · Day 3
Revenue$8.1M
Cost-to-serve$1.24M
Leakage caught$48K · early
Finance & revenue

Revenue, cost, leakage — early. Close-cycle visibility, recognition tracking, cost-to-serve. Gaps closed before they widen.

Contact · 360
SM
Sarah Mitchell
LTV $14.2K · 6 touchpoints
ChampionEnterpriseRenewing
Customer

Every touchpoint, one view. Unified engagement, lifetime value, segmentation that holds up across teams and channels.

Coverage · Today
Morning
Afternoon
Gap predicted→ auto-filled
Workforce

Right people. Right place. Right time. Capacity, scheduling, coverage gaps — predicted and routed before they bite the business.

Audit-ready · 98%
SOC 2 controls
Access reviews current
Retention policy — flagged
Risk & compliance

Audits and exposure — caught early. Regulatory triggers, control gaps, and audit-readiness monitored live, not at quarter-end.

Examples, not limits. Day-one productive — and extensible from there.

06 · Foundation · Data Governance

Governance isn't a feature. It's the foundation.

Trust is engineered into every layer of Opiris — from raw ingest through downstream activation.

Lineage · trace
Revenue · Q3$2.4M
SAPNormalizeGovernAudited
Full chainauditable · 1 click
01 · Lineage & provenance
Trace every value.

Every data point traces back to its source, transformation chain, and authorization — auditable in one click.

Access · role-based
AN
AnalystFinance · read
Revenue & forecasts✓ allowed
PII fields•••• masked
Exports✓ logged
02 · Access & privacy
Right people. Right data.

Fine-grained role-based access, PII handling, and policy enforcement — without slowing the business down.

Validation · live
1,240 records checkedgate passed
Schema valid
Freshness within SLA
3 anomalies caught
03 · Quality & validation
Catch it before it ships.

Continuous validation rules, anomaly detection, and quality gates ensure downstream apps and AI get clean inputs.

Audit log · append-only
09:42 policy.update j.ruiz
09:38 access.grant admin
09:30 record.export s.kim
Retention7 years · locked
04 · Audit & policy
Defensible by design.

Append-only audit logs, regulatory policy enforcement, retention controls — built in, not bolted on.

Compliance isn't a cost. It's the architecture.

Let's build it

Where every person's expertise becomes
the company's infrastructure.

Collective intelligence. Owned forever. Compounding daily. Let's build it — together.