The Operational Assurance Engine

From intent
to impact. Continuously.

Operational Assurance isn't a dashboard or another workflow tool. It's a continuous AI-powered engine that understands how work should happen, observes how it actually happens, and closes the gap in real time.

Five stages. One loop. AI Change Agents™ operating between every stage.

The Operational Assurance Engine

Understand. Observe. Compare. Intervene. Learn. Repeat.

The engine ingests your source of truth, observes live work across every system, compares actual behaviour against expected behaviour, and triggers precisely timed interventions.

Five stages. One loop. AI Change Agents™ operating between every stage.

Operational Assurance EngineOBSERVE · COMPARE · INTERVENE · LEARN01UnderstandIngestion02ObserveLive Work03CompareExpected vs. Actual04InterveneBehavioural Nudges05LearnAnalytics & Insights
AI Change Agents™ operating between every stage
  • 01
    Understand
    Ingestion
  • 02
    Observe
    Live Work
  • 03
    Compare
    Expected vs. Actual
  • 04
    Intervene
    Behavioural Nudges
  • 05
    Learn
    Analytics & Insights
Capability 01

Understand.

Ingestion · Source of Truth

We ingest and structure organisational knowledge — SOPs, policies, strategic objectives, regulations and operational documentation.

This creates the source of truth the engine continuously works from.

Source of Truth
01
SOPs
02
Policies
03
Strategy
04
Contracts
05
Regulations
06
Knowledge Bases
Capability 02

Observe.

Live Work · Everywhere

We observe work while it happens.

Not after. Not through audits. Live.

Continuous observation
Live
  • Microsoft 365
  • Teams
  • SharePoint
  • ERP
  • Procurement
  • Warehouse Cameras
  • CCTV
  • Operational Systems
  • AI Agents
  • IoT Sensors
  • Field Devices
  • Workflows
Digital
Physical
Agentic
Capability 03

Compare.

Expected vs. Actual

Every observed action is continuously compared against the organisational source of truth.

Execution risks, compliance gaps and behavioural deviations are detected as work happens.

Real-time comparison
Expected behaviour
92%
SOP §4.2 — Three-quote rule
Actual behaviour
48%
Single-quote selection logged
Deviation detected
−44%
Execution risk surfaced in 1.2s
Capability 04

Intervene.

Behavioural Nudges · Right Moment

When execution risk is detected, Alif delivers the right intervention to the right employee at the right moment.

Behavioural science determines how each intervention is framed to maximise successful execution.

Behavioural science + AI

01
Teams notification

Inline message at the moment of risk.

02
Copilot guidance

Contextual prompt inside the workflow.

03
Manager alert

Escalation when intervention is missed.

04
Workflow block

Hold the action until SOP is met.

05
Contextual reminder

Light-touch nudge for low-risk drift.

06
Micro-learning

30-second refresher targeting the gap.

Capability 05

Learn.

Operational Intelligence

Every intervention generates intelligence.

The engine continuously learns where execution breaks down, which interventions work and where organisations can improve.

More than reporting. Continuous organisational learning.

Operational intelligence
Last 7d
  • Highest execution risk
    Procurement — RFQ stage
    +18% drift wk/wk
  • Top compliance failure
    Three-quote rule
    32 events
  • Best performing nudge
    Copilot prompt v3
    87% resolution
  • Departments needing support
    Operations, Finance
    2 hotspots

This is not an audit. This is not a dashboard.
This is a continuous execution engine.

Understand
Observe
Compare
Intervene
Learn
Repeat
AI Change Agents™

Your AI Operational Assurance Team.

Our AI Change Agents™ work alongside your human employees during live work.

They understand the correct procedures, read the live context of what is happening, and use scientifically proven behaviour change strategies to guide people in the right direction — all through the tools your teams already use.

Change Agent · Live
Microsoft Teams
Change Agent

Hey Sara — I noticed this PO skipped the three-quote step. Was there time pressure from the site, or a supplier constraint I should know about?

Supplier B is on holiday shutdown until Monday.

SM
Nudge · logged as context

Got it — I'll flag this as an approved exception and remind Procurement to reissue on Monday. No escalation needed.

Native to the tools employees already use
  • Teams
  • Outlook
  • Copilot
  • SharePoint

Four principles shape every Change Agent™

01 · Behavioural science, built in

Trained by leading behavioural scientists.

Every Change Agent™ applies advanced nudging strategies — not generic prompts.

Nudging strategies · library Learning
Social ProofLoss AversionDefault BiasCommitmentFramingSalienceReciprocityAnchoring
02 · Works with your stack

Integrates into any technology environment.

Microsoft 365, Google Workspace, SAP, ServiceNow, Salesforce. No rip-and-replace.

Change Agent
Microsoft 365Google WorkspaceSAPServiceNowSalesforceSlackOracleWorkday
03 · Native to the flow of work

In the tools employees already use every day.

A message in Teams. A comment in Outlook. A prompt inside Copilot. Nothing new to install.

Nothing new to install
  • Microsoft Teams
    Inline chat nudge
  • Outlook
    Contextual reply prompt
  • Copilot
    In-workflow guidance
  • Slack
    Channel intervention
04 · Hybrid architecture

AI where it outperforms. Software everywhere else.

Pattern recognition and context to AI; rules and routing to deterministic software. High performance, low cost.

AI layer
Pattern recognition · NLP · Context understanding
Only where AI genuinely outperforms.
Software layer
Rules · Routing · Assurance workflows
Deterministic. Auditable. Cheap to run.
Operational Assurance Engine
Continuous assurance, everywhere

One engine.
Continuous assurance.
Every transformation.

Operational Assurance doesn't replace your existing systems. It continuously assures execution across them.

StrategyTechnologyPMOOperationsProcurementComplianceHRKnowledgeOPERATIONAL ASSURANCE