Introducing the Vocare context engine

The operational brain that talks.

Convert institutional know-how into deterministic logic. Deploy autonomous AI agents for regulated environments where reliability comes first.

Supported by

UNSW Founders
BlackbirdFoundry
ElevenLabs
Vercel
UNSW Founders
BlackbirdFoundry
ElevenLabs
Vercel
UNSW Founders
BlackbirdFoundry
ElevenLabs
Vercel

The Context Engine

A structured model of how your business actually operates

The graph gives agents a real map of your operation — cutting the guesswork that drives hallucinations, and getting smarter with every workflow that runs through it.

Living context graph

Continuously maps how systems, data, workflows, policies, and people relate, capturing the why, how, and when behind every decision.

Automated discovery

Discovery agents crawl systems, documents, and legacy databases to map how everything connects, compressing deployment from months to weeks.

Highway for AI agents

Routes agents to the right information and actions, reconfiguring itself as it learns to become an agentic operating system.

Deterministic, not probabilistic

Agents follow the mapped graph exactly — same input, same outcome, every single time.

Glass-box compliance

Every action traces back to the rule and data that produced it, fully auditable after the fact.

Vocare

Connect fragmented data

Discovery agents unify siloed teams, documents, and legacy systems into one model.

How a call unfolds

Every call, by the book

From hello to resolution, a Vocare agent stays inside your procedures — predictable on the calls that matter most.

An agent picks up the call, understands intent, and speaks in your operation's exact voice.

01

It follows the context graph step by step, triggering the right procedure for every scenario.

02

When a case falls outside policy, it hands off cleanly to a human with full context attached.

03
Building deterministic intelligence

One platform, from rule to action

01 — MapThe Vocare context engine

Ingest fragmented rules, procedures, and institutional knowledge. Vocare's context engine maps them into strict, deterministic logic — a single source of truth for how your operation actually works.

  • Procedures as code
  • Versioned & auditable
  • No tribal knowledge lost
02 — DefineDefine strict procedures

Set clear guardrails in plain language. Decide exactly what is automated, when to escalate, and which procedure fires for every scenario — with zero ambiguity.

  • Plain-language guardrails
  • Deterministic branching
  • Escalation paths built in
03 — DeployDeploy AI agents

Launch low-latency Voice AI agents that don't just talk — they operate exclusively within the mapped graph, driving very high accuracy. They know what to say and which procedure to trigger.

  • Sub-300ms latency
  • Very high accuracy
  • On-policy every call
04 — ExecuteExecute & take action

Agents complete complex workflows end-to-end: dispatching, updating records, triggering systems, and closing the loop based on rigid, predefined logic.

  • End-to-end workflows
  • System integrations
  • Full action logging
Built to fit in

Integrates into your existing systems

Vocare operates exclusively within your mapped graph, connecting to the systems you already run.

Connects, never rips out

Vocare layers on top of the stack you already run. No migrations, no forklift upgrades.

Fits your existing tools

It speaks to your CRM, telephony, ticketing, and data systems through the connectors you trust.

Simple, fast integration

Standard MCP connectors and APIs mean you go from mapped procedure to live calls in days.

Salesforce
Slack
Twilio
Zendesk
Snowflake
HubSpot
Notion
Microsoft Teams
Esri (ArcGIS)
Oracle
SAP
ServiceNow
Genesys
Google Cloud
OpenAI
ElevenLabs
Salesforce
Slack
Twilio
Zendesk
Snowflake
HubSpot
Notion
Microsoft Teams
Esri (ArcGIS)
Oracle
SAP
ServiceNow
Genesys
Google Cloud
OpenAI
ElevenLabs

Case study

30 Years in 1 WeekAI agents, finally at work

Triboa Bay Living interior — styled sofa, side tables, and gold leaf wall art
Triboa Bay LivingTriboa Bay Living
Furniture & retail

AI agents now work inside Triboa's day-to-day operations—dispatching jobs, updating records, and closing the loop autonomously.

By mapping three decades of fragmented legacy stock and customer databases into one model agents can actually query, Vocare put deterministic AI agents to work across Triboa's work for the very first time — while cutting internal search time in half.

50%Less internal search time
1Unified AI context layer
30 yearsLegacy data unified
See it answer a live call

Ready to see the operational brain in action?

Transform fragmented systems into a deterministic AI context engine. Deploy voice agents that execute critical workflows reliably, every time.