Multi-model intelligence

One question. Every useful mind.

Nexus AI routes each task across frontier and private models, grounds the answer in your organization’s knowledge, and records every decision.

8,421indexed sources

4active models

Strategy / Q3 DependenciesAuto-route

ME

You · 10:04

Compare the Q3 operating plan against the latest product council notes. Which dependencies could delay the enterprise launch?

AI

Nexus AI · routed via 3 models · 4.2s

Three dependencies put the September 18 launch at material risk.

The operating plan assumes identity federation, legal review, and telemetry retention are complete by the end of August. The product council moved two of those dates without updating the master plan.

Identity federation · highSAML pilot moved 11 days; no fallback owner is named.

Data residency · highLegal approval depends on a revised DPA due September 4.

Telemetry retention · mediumImplementation is ready; policy sign-off remains unresolved.

Enablement · lowTraining content is 82% complete and still inside buffer.

Recommended move: create one launch gate for identity and legal, with named owners and a September 6 go/no-go review.

3 models · policy checked

Orchestration graph

Routing pool

G5

GPT-5.5reasoning · 1.8s · primary

C4

Claude 4.1analysis · 2.1s · critic

GM

Gemini 2.5 Prolong context · 1.4s · source

L4

Llama 4 Privateon-prem · 430ms · sensitive

Answer integrityLIVE

Grounded confidence94%

Model agreement3 / 3

Policy violations0

Knowledge context

SP

SharePoint4,218 documents

CF

Confluence1,906 pages

DR

Drive2,117 files

GH

Git repositories180 references

Queries today

1,284

Median response

2.8 SEC

Citation coverage

97.6 %

Cost avoided

41 %

Semantic index

Find the source. Not just the phrase.

Hybrid retrieval across documents, meetings, tickets, and code—with access controls preserved at query time.

ENTER

12 semantic matchesreranked in 84ms

.96

Q3 Operating Plan — Enterprise Launch

Launch readiness depends on identity federation, regional legal approval, and completion of the telemetry retention standard…

SharePoint•Updated 2d ago•p.18

PDF

.93

Product Council / Launch Readiness

The council moved the SAML pilot and requested a revised data-processing addendum before the enterprise launch…

Meetings•Jul 28•42 min

NOTE

.89

ENG-421 — Identity federation rollout

The production pilot moved to September 2 after two customers requested encrypted IdP metadata rotation…

Jira•In progress•Owner: Platform

ISSUE

.84

Data residency control matrix v6

Regional processing can proceed when the customer DPA includes the updated subprocessors schedule and retention terms…

Drive•Updated 5d ago•Legal

DOCX

.78

services/retention/policy_engine.go

Enforces organization-level deletion windows and emits an auditable receipt after each scheduled retention run…

Git•main•Line 142

CODE

Developer interface

Ship intelligence. Keep control.

One governed API for model routing, grounded generation, and semantic retrieval. Every response includes provenance.

POSThttps://ai.kayukov.com/api/v1/chat

RequestcURL

curl https://ai.kayukov.com/api/v1/chat \
  -H "Authorization: Bearer $NEXUS_AI_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "Summarize launch risks",
    "route": "balanced",
    "knowledge": ["sharepoint", "confluence"],
    "citations": true
  }'

Response200 · 2.8s

{
  "id": "run_9f2a14",
  "answer": "Three dependencies put the launch at risk…",
  "route": {
    "primary": "gpt-5.5",
    "critics": ["claude-4.1", "gemini-2.5-pro"]
  },
  "confidence": 0.94,
  "citations": [
    { "source": "Q3_Operating_Plan.pdf", "page": 18 }
  ]
}

Governance ledger

Trust is a record. Not a promise.

Inspect model decisions, source access, policy checks, and human overrides across every AI interaction.