The Loft
October 6, 2026
12:00-13:05
The Loft
Trustworthy AI & Data
Chair: Sanjay Mewada, Analyst & Chief Research Officer, Recon Analytics
12:00 - 12:30
The Chain of Trust: From Governed Data to Autonomous Action
72% of CSPs say their AI is trustworthy. Only 14% can prove it. This session introduces a six-link Chain of Trust:
Source → Governed Record → Reconciled State → Causal Inference → Authorised Action → Verified Outcome
Part I: Creating Trusted Data
Source → Governed Record
Trust begins with evidence-bearing data. Learn how provenance, encryption, policy enforcement and tamper-evident audit trails create a governed record that can be trusted and verified.
Featuring: AXON Datum in a live sovereign-government data platform.
Part II: Delivering Trusted Autonomy
Reconciled State → Authorised Action
See how trusted data is transformed into trusted decisions. AXON Datum, Cortex, Digital Twin and Neura combine to reconcile network state, infer causality and execute TM Forum's observe-predict-act-verify loop (AN-4).
Using a live CSP workflow, this session demonstrates why autonomous networks require not just reconciled data, but provable data.
Siddhartha Dattagupta, CTO, AXON Networks
Kumar Vishwanathan, CPO, AXON Networks
12:30 - 12:45
On-demand NOC – Extra support when operations teams are overloaded
NOCs are built for managing common incidents and outages. But major network outages — when incidents spike, alarms surge, or the team is short-staffed — can lead to significant problems with customers. Adding permanent staff or infrastructure is not realistic. At these times, CSPs need solutions for adding trusted operational capacity, fast.
This 15-minute use case discussion explains how NOC as a Service serves as a practical on-demand model for those overload moments. The session will discuss how a cloud-based agentic AIOps and automation solution can be quickly integrated and activated when needed, giving network operations teams more capacity during critical outages and scaled back when the network stabilizes.
Ram Ramanathan, VP Product – AI, Automation & Cloud, Ribbon Communications
12:45 - 13:05
Project foundation - AI-native ODA canvas reference
12:00 - 12:30
The Chain of Trust: From Governed Data to Autonomous Action
72% of CSPs say their AI is trustworthy. Only 14% can prove it. This session introduces a six-link Chain of Trust:
Source → Governed Record → Reconciled State → Causal Inference → Authorised Action → Verified Outcome
Part I: Creating Trusted Data
Source → Governed Record
Trust begins with evidence-bearing data. Learn how provenance, encryption, policy enforcement and tamper-evident audit trails create a governed record that can be trusted and verified.
Featuring: AXON Datum in a live sovereign-government data platform.
Part II: Delivering Trusted Autonomy
Reconciled State → Authorised Action
See how trusted data is transformed into trusted decisions. AXON Datum, Cortex, Digital Twin and Neura combine to reconcile network state, infer causality and execute TM Forum's observe-predict-act-verify loop (AN-4).
Using a live CSP workflow, this session demonstrates why autonomous networks require not just reconciled data, but provable data.
Siddhartha Dattagupta, CTO, AXON Networks
Kumar Vishwanathan, CPO, AXON Networks
12:30 - 12:45
On-demand NOC – Extra support when operations teams are overloaded
NOCs are built for managing common incidents and outages. But major network outages — when incidents spike, alarms surge, or the team is short-staffed — can lead to significant problems with customers. Adding permanent staff or infrastructure is not realistic. At these times, CSPs need solutions for adding trusted operational capacity, fast.
This 15-minute use case discussion explains how NOC as a Service serves as a practical on-demand model for those overload moments. The session will discuss how a cloud-based agentic AIOps and automation solution can be quickly integrated and activated when needed, giving network operations teams more capacity during critical outages and scaled back when the network stabilizes.
- Where NOC as a Service helps most, and how to use it during incident spikes, alarm surges, major events, or staffing gaps.
- What to measure first, including faster triage, fewer escalations, reduced downtime, lower truck-roll risks, and avoid overbuild.
- How public cloud-based solutions enable the on-demand NOC model, making it easier for CSPs to leverage analytics, automation, and elastic compute when pressure rises, then scale back after the event.
- Start with a straightforward NOC use case – for example, incident detection or root cause analysis – evaluate the outcome and then expand onto other use cases.
Ram Ramanathan, VP Product – AI, Automation & Cloud, Ribbon Communications
12:45 - 13:05
Project foundation - AI-native ODA canvas reference
- Introducing the Foundation AI Native ODA Canvas reference demoed at DTW 2026
- Exploring how cloud, data, and AI services combine to support AI-native business architectures
- Demonstrating reusable patterns for building intelligent enterprise solutions
- Highlighting collaboration between platform, data, and AI ecosystem partners
Session speakers

Siddhartha Dattagupta
CTO


Kumar Vishwanathan
CPO


Hitesh Agrawal
Principal Partner Development Manager


Ram Ramanathan
VP Product AI, Automation & Cloud

Also running at this time

Trustworthy AI & Data
06 October 2026
12:00-12:30
TM Forum Kiosk
Innovation Hub: From blueprint to autonomy: Building real multi-modal agentic systems with the TM Forum ODA Canvas

Composable IT & Ecosystems
06 October 2026
12:00-13:00
Impact Stage
AI-native platforms: Scaling composable IT
Build once, scale everywhere - powering AI-native service delivery at speed.

Autonomous Networks
06 October 2026
12:00-13:00
Innovate Stage
Towards the Dark NOC: AI-native operations at scale
Run networks with near-zero human intervention - faster, cheaper, always on.
06 October 2026
13:00-14:00
Lunch Station and Tables
Lunch and Networking
Lunch, connect and continue the conversation. Enjoy lunch while networking with fellow attendees, speakers and industry peers. A great opportunity to exchange ideas, make new connections and continue conversations from the sessions.
