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Support infrastructure

The Operating System for Complex Operations.

Numtera turns email, calls, and chat into one case timeline, with verified answers grounded in your policies and manuals. When your team resolves an edge case, it can be approved as learning so it never repeats.

RetrieveResolveLearn (Human approved)
Email
Voice
Chat

Numtera Engine

Verified + Human-approved learning

Verified resolution

AI responses are grounded in your approved sources — with traceable references, not guesswork.

Institutional memory

Solved cases become reusable knowledge — so the same expensive issue doesn’t hit twice.

Audit trail by default

Every action has provenance: who approved, what source was used, and when it happened.

Infrastructure

Enterprise Protocol 4.0

Active

GDPR Compliance

Encrypted

AES-256 Encryption

99.99%

Uptime SLA

Certified

SOC2 Type II

Numtera • Support Operating System

Everything in one
command center.

Inbox

30
Status
Priority
Assignee
Tags
Type
#1044Lab Ops
AI

HPLC baseline drift after firmware update

Lab4 days
High
AI AssistantAI suggested wash-sequence + reference calibration.
HPLCFirmwareQA
#1043Auto Service
Missed

Missed Call: +46 70 695 44 77

Car Service7 days
Normal
UnassignedPhone caller • Ticket created automatically.
PhoneInbound
#1042Manufacturing
Escalated

Motor Overheating XR-220 on Line 3

Manufacturing7 days
Critical
Robin HoffmanEscalated • Waiting on coolant-line photo.
XR-220CoolingRMA
#1041Hotel Group
Open

PMS integration: reservations not syncing

Hotel7 days
High
Sara LindWebhook retries spiking • potential 401 from gateway.
PMSWebhookBookings
#1040ElectraMed De
Pending

PLC alarm storm causing micro-stops

Manufacturing8 days
High
Nora SvenssonNeeds log export from panel + event timeline.
PLCOEEDowntime
#1039BioLab
Open

Centrifuge imbalance warning after rotor swap

Lab9 days
Normal
AI AssistantAI asked for rotor serial + last maintenance date.
CentrifugeSafety
#1038Auto Service
Open

Fleet diagnostics: intermittent CAN timeout

Car Service11 days
Normal
Omar AliCustomer provided freeze-frame • needs ECU version.
CANDiagnosticsOBD
#1037Hotel Group
Resolved

Late check-in queue: kiosk QR codes failing

Hotel13 days
Normal
AI AssistantResolved • Updated QR TTL + edge cache rule.
KioskQRUX
Manufacturing#1042Manufacturing

Motor Overheating XR-220 on Line 3

EscalatedCritical
Hardware info:ProductXR-220SerialABC123XY2SiteStockholm, SESLA4h response
Load more
Verified answer from resolved cases + manuals

Based on similar XR-220 incidents, overheating under load is most often caused by restricted coolant flow (partially blocked filter) or low flow-rate at the pump inlet.

1

Quick check (5 min)

Confirm coolant level and verify flow at return line.

2

Clean filter (10–15 min)

Remove filter, flush debris, reinstall, then re-run heat test.

3

Replace filter / initiate RMA (now)

If heat spikes continue after cleaning, we can ship a replacement and start RMA immediately.

Tell me which option you prefer — or share a photo of the coolant line and panel log.

SB
Connect me to a human agent. We cleaned the filter but it overheats again after ~20 minutes.
Conversation escalated to a human operator

Hi Sara — thanks.

Since the filter was cleaned and the fault returns, I need two things to isolate if this is flow restriction, pump cavitation, or a sensor offset:

  • A photo of the coolant line + filter housing.
  • Panel log export from the thermal diagnostic screen.

Upload here and I’ll confirm whether we should proceed with an RMA or a quick on-site fix.

SB

temp_log_05-12.txt

8 KB

TEMP ALERTCRITICAL

xr220_panel_photo.jpg

312 KB
The panel photo + log strongly suggest reduced coolant flow at peak load. That matches a partially blocked filter housing or a restricted inlet (common when debris recirculates after cleaning).
Two paths:

1) Replace filter + housing (recommended) — I can initiate an RMA now.

2) On-site flush + inlet inspection — if you have maintenance staff available today.

Which option should we proceed with?

Perfect
Service.

Automate high-volume requests end-to-end. Numtera doesn’t just answer, it verifies policy, executes the workflow, and produces the confirmation.

Customer support context
Customer Inquiry

Hi, I need to reschedule and I’m not sure if I’ll be charged a fee. What are my options?

Automated Resolution
100%

Reschedule Completed.Your booking has been moved to 12 Jan at 15:00. Fee waived per Change Policy §4.2. Confirmation sent and saved to your case history.

Reschedule_Confirmation.pdf

CASE-18452-RESCHED

Intelligent Automation

Workflows prevent
Tickets.

Stop manually routing repetitive requests. Build intelligent, self-healing customer journeys that resolve issues before they reach an agent.

Workflows

Your Workflows

5

Manufacturing: Production Status

Check real-time production status

3 steps

Labs: Sample Tracking

Track laboratory samples

3 steps

Banking: Book financial audit

Schedule product demonstrations

4 steps

Loyalty: Rewards Program

Promote loyalty rewards

4 steps

Support: Report an issue

Help users report problems

4 steps
Resolution Architecture

Engineered for
Technical Certainty.

Numtera operates as an intelligent infrastructure layer. We eliminate repetitive operational noise while building a permanent, searchable record of your organization's expert knowledge.

Layer_Sequence01

Verified Automation

Permission-Gate Enforcement

Routine requests are filtered through hard business logic and policy rules. Actions can only be executed within the permissions and guardrails you define.

POLICY_ALIGNED
Layer_Sequence02

Institutional Intelligence

Contextual Retrieval Engine

The engine retrieves verified context by referencing manuals, prior resolved cases, and internal documentation, so responses stay grounded in your source of truth.

GROUNDED
Layer_Sequence03

The Validation Loop

Expert-Led Knowledge Capture

When experts resolve edge cases, they can approve the outcome as verified knowledge. The system becomes more consistent over time, and repetition drops.

KNOWLEDGE_SYNC
Resolution Context

One Thread,
Verified Context.

Unify voice, chat, and email into a single verified thread with sources and a learning loop that prevents repetition.

THREAD: CASE_REF_8829_X

Operations

Asset #882-X: Thermal Interlock Triggered

T-882Tech_Alpha

pending

Asset #771-B: Cooling Loop Out-of-Range

T-914Ops_North

open

Asset #882-X: Repeat call — same symptom

T-188Zory

open

Verified Chat

Z

Asset #882-X is blocked. The panel shows 'Thermal Interlock'. What’s the verified resolution path?

Verified path found. Manual bypass requires Level 2 authorization + cooling loop verification.

Verified source: SOP_v4.pdf §3.2
Knowledge updated: Resolution Card #442

Voice Context

Voice Transcription

Live Call • synchronized to thread

“We’re seeing the same thermal interlock again at Site North. Customers are waiting. Do we have a verified resolution path?”

Linked Email

Re: Asset #882-X • Site North

09:45
THREAD_STATEVerified + learning available

One
Memory.

Guests don’t think in channels. Numtera merges email, calls, and chat into one timeline, so every team sees the full context instantly.

Customer support context
Customer Inquiry

I emailed yesterday and called today, can you confirm the status and next step? I don’t want to repeat everything again.

Automated Resolution
99.7%

Merged as One Case.Recognized as the same customer across Email + Phone. Timeline merged into one case with full history and ownership. Suggested next reply pulled from Resolved Case #442 and your Official Policy Library.

Case_Summary.pdf

CASE-442-MERGED

Knowledge Sovereignty

Institutional
Truth.

Generic AI isn’t enough for operations. Numtera turns your internal documentation into a verified intelligence layer — with citations, controls, and governance designed for real teams.

Multi-Source Sync

Connect PDFs, wikis, and cloud drives into a unified, versioned knowledge base.

PII Redaction Controls

Automated masking and redaction workflows help reduce exposure of sensitive data.

Audit-Ready Citations

AI responses can link back to the exact source section for review and traceability.

Ingestion_Engine_v4.2
Live_Sync: ACTIVE

Synchronize Resources

S3 • SharePoint • Connectors

Standard_Ops_v4.pdf

CRC_HASH: 0x882A
indexed

Technical_Spec_Global.spec

CRC_HASH: 0x44B1
indexing
12%

Compliance_2025.md

CRC_HASH: 0x11C9
queued
Numtera • Operational Command

Global Resolution.
Ground Truth.

Every signal in real context — site, asset, and verified internal sources. Numtera generates auditable resolutions you can trace, approve, and ship.

ORGScandiNova ManufacturingSITEStockholm • NorthSLA4h responseCONFIDENCE92% Auditable mode
Active_Case: ASSET-882-X

Thermal Interlock Triggered

XR-220 • Cooling loop anomaly • Auto-created from panel alert

Critical

Sensor reading out of range. Safety interlock triggered at 08:42. Asset blocked at Stockholm, SE (Site North).

Temp spike: 96°CFlow: lowHeartbeat: 12s ago
Numtera AI • Verified resolution

Pulling similar incidents, service manual procedures, and the last resolved case. Producing a step-by-step fix with sources attached.

Resolving • scanning memory • validating sources

Proposed Resolution

92% confidence
ETA: 12–18 min
1

Confirm coolant return flow

Manual §5.1 • Page 142

Verify visible return flow at the outlet. If flow is intermittent, inspect inlet restriction.

2

Replace filter housing (recommended)

Resolved Case #442 • Similar symptoms

recommended

Debris recirculation after cleaning often blocks the housing. Replace housing + filter to restore peak flow.

3

Re-run heat test under load

SOP • Line 3 Thermal Test

Run 20-minute load test. Confirm max temp remains below threshold and interlock does not trigger.

Audit log appended: “Resolution proposed”View trace
System Scan
Scanning internal memory + SOPs...

Verified Sources

XR-220 Service Manual (Rev 2024.3).pdf

Cooling loop • Filter housing • §5.1

Resolved Case #442

Overheating under load • RMA approved

Maintenance SOP - Line 3

Thermal test • Safety checklist

No-hallucination mode: ON

Knowledge
Hardened.

When operations are blocked, guessing is not an option. Numtera retrieves verified resolution steps from your internal memory, and turns every fix into permanent knowledge.

Customer support context
Customer Inquiry

[CRITICAL] Asset #882-X: Thermal Interlock Triggered, Operations Blocked. Need diagnostic trace + verified resolution steps.

Automated Resolution
100%

Verified Resolution Found.Verified Source Found: 2024 Service Manual + Resolved Case #442. Agent approves: “Approve as Learning & Resolve”. A new Knowledge Unit is created so the next identical incident can be auto-resolved.

Verified_Resolution_Steps.pdf

KM-UNIT-882X-0442

The Workflow

From Question to Answer

A transparent, clear chain of events that ensures every interaction is handled with precision.

Widget

Visitor opens the widget and asks a question. A conversation and thread are created automatically.

  • Conversation and thread created per session.
  • Automatic contact session identification.
Live Trace

Voice
Controlled.

Calls shouldn’t reset the conversation. Numtera recognizes the caller, surfaces the full context before pickup, and logs the outcome into the same case timeline.

Customer support context
Customer Inquiry

Incoming call: +46••• — “Hi, I called earlier. What’s the status? I don’t want to explain everything again.”

Automated Resolution
99.4%

Caller Recognized • Whisper Ready.Matched caller to an existing case: CASE-18452. Agent sees a Whisper Summary (history, last action, next step) before answering. Call notes + outcome are saved to the same timeline and can be approved as learning.

Call_Summary.pdf

CALL-CASE-18452

Automate 60% of Support • Humans Handle the Rest

Stop solving the same
problem twice.

In 15 minutes, we’ll show you how to turn every support resolution into a permanent organizational asset—ensuring your experts focus on high-impact work while Numtera handles the rest with 100% traceability.

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Numtera OS
V4.0_Stable

The autonomous intelligence layer for mission-critical

support.
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