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One intelligence spine. One governed plane.

Three domain intelligence fabrics on two shared foundations. Intelligence plane, system of record and user interface, with responsible AI, trust, compliance and governance across all of it.

The products.

  • IT ops · AIOps · AMS

    Opstral

    Reasons over telemetry and institutional knowledge to safely automate production operations.

  • HR · Finance · CRM · App gen

    Entroid

    Connects strategic intent to outcomes, plus AI-native application generation.

  • Foundation · AI orchestration

    x101

    One governed interface over every system. Sourced, permission-aware answers and actions.

  • Foundation · Data intelligence

    DataByte

    The entire data journey: 2,000+ connectors, real-time pipelines, ML Studio and governance.

  • Network & OSS/BSS

    NetSingularity

    Intent in, autonomous outcomes out. One intelligent layer across service assurance, OSS, BSS and data, on the path to TM Forum Level 4 autonomy.

    Faster MTTR, India
    ~50%
    Faster MTTR, India
    New O-RAN site live
    <2 hrs
    New O-RAN site live
  • IT ops · AIOps · AMS

    Opstral

    One intelligence layer across your existing tools, from incident investigation to approved action and verified recovery.

    Lower MTTR, carrier NOC
    43%
    Lower MTTR, carrier NOC
    Faster patch rollout
    ~70%
    Faster patch rollout
  • HR · Finance · CRM · App generation

    Entroid

    Strategy and execution in the same system. Composable business packs, semantic ontology and bounded agents, plus AI-native app modernisation.

    For every function
    Packs
    For every function
    Agents, audited authority
    Bounded
    Agents, audited authority
  • AI orchestration brain

    x101

    Ask in plain language across every system. Get evidenced answers and completed actions, governed end to end.

    Payroll exceptions caught
    ~85%
    Payroll exceptions caught
    Model: Claude, GPT, Gemini, Llama
    Any
    Model: Claude, GPT, Gemini, Llama
  • Data intelligence

    DataByte

    One governed platform for the data journey: ingestion, Spark transformation, ML Studio, APIs, analytics and semantic ontology.

    Connectors
    2,000+
    Connectors
    Built-in copilots
    40
    Built-in copilots

The spine, layer by layer.

Data products at the base. A semantic layer that resolves your systems into one model. Analytical engines that reason. Orchestration that governs. Workflows on top.

Any model · any cloud, on premise or air-gapped · you own the architecture

  1. Workflows

    Agentic workflows

    Supply chain, procurement, finance, HR, operations and legal.

    Where value lands

  2. Govern

    Orchestration & governance

    x101 and Opstral plan the work, check identity and permission, and sign every decision into the audit trail.

    x101 · Opstral

  3. Reason

    Analytical engines

    Entroid and ML Studio: should-cost, criticality, forecasting and anomaly detection.

    Entroid · ML Studio

  4. Resolve

    Semantic layer

    DataByte Ontology turns inconsistent names across ERP, CMMS, EAM and HR into one model.

    DataByte Ontology

  5. Connect

    Data products

    Contracts, invoices, vendor master, rate cards, work orders and people records. 2,000+ connectors.

    DataByte

The six-step governed path.

  1. Investigate

    Watch signals across every system.

  2. Correlate

    Link them with operational memory.

  3. Propose

    Recommend with cited evidence.

  4. Estimate confidence

    Risk-classify every action.

  5. Humans approve (Only where required)

    A named approver decides.

  6. Automation executes

    Under policy, audited, reversible.

Watch governed workflows run.

  • Incident to recovery · Operations · Opstral

    From signal to verified recovery.

    One governed layer over your existing tools. Sherlock finds the cause with evidence. ProcBot runs the approved procedure.

    1. Correlates signals across tools and vendors
    2. Investigates root cause with citations
    3. Escalates with the case already prepared
    4. Runs approved MOPs with checks and rollback

    Governed workflow

    1. Checkout latency · P1Detected
    2. Root cause: DB pool, change #884Sherlock
    3. Roll back via Action TicketEngineer approval
    4. Recovery verifiedClosed

    43% lower MTTR · Tier-1 carrier NOC

  • Network events · Telecom · NetSingularity

    Resolved before a ticket opens.

    AI NOC reasons across multi-vendor, multi-domain networks and runs open or closed-loop actions, with a human in the loop.

    1. Correlates faults across network, service and customer
    2. Fixes before the SLA breaches
    3. Automates 20 to 40%+ of remediation
    4. Closes revenue leakage at source

    Governed workflow

    1. Cell site 2241 · outageDetected
    2. 3 enterprise SLAs at riskImpact mapped
    3. Remote reset + rerouteNOC approval
    4. Service restoredVerified

    ~60% less alarm noise · India

  • Invoice-to-pay · Finance · Entroid + x101

    Periodic audit becomes real-time control.

    Match contracts, POs and invoices. Clear within threshold. Hold the rest with evidence.

    1. Matches contract, PO and invoice
    2. Auto-clears within tolerance
    3. Holds anomalies before payment
    4. Keeps the audit trail as work runs

    Governed workflow

    1. Invoice #58-221Matched
    2. Rate +4.2% over contractAnomaly
    3. Hold with evidence packController
    4. Leakage preventedLogged

    ~85% payroll exceptions caught

  • Category sourcing · Procurement · Entroid

    Category judgement, codified.

    Cross-site fact base, benchmarks and codified playbooks. Agents draft and level RFPs and re-source when markets move.

    1. Builds the cross-site fact base
    2. Drafts and levels RFPs
    3. Compares bids against should-cost
    4. Re-sources when markets move

    Governed workflow

    1. Category: OEM sparesFact base built
    2. 3 bids levelledReady
    3. Award recommendationCategory lead
    4. Playbook updatedCaptured

    Baseline your own spend first

  • Expert knowledge capture · HR · Entroid + x101

    Keep expertise when people move.

    Codify methods from retiring or redeployed experts into versioned procedures new people can use on day one.

    1. Captures senior methods and playbooks
    2. Versions them as procedures
    3. Serves them with citations
    4. Speeds ramp-up into expert roles

    Governed workflow

    1. Expert: turnaround planningInterviewed
    2. 12 procedures draftedVersioned
    3. SME sign-offReview
    4. Live in agent memoryReusable

    HR & finance agents live · KSA

Operational autonomy ladder.

You move up one level at a time, per workflow, as trust is earned.

  1. L1

    Manual

    People detect, diagnose and act.

  2. L2

    Assisted

    The system surfaces events. People decide.

  3. L3

    Recommended

    The system finds the cause and recommends. People approve.

  4. L4

    Governed autonomousWhere we take operations

    The system resolves events inside a defined authority model.

  5. L5

    Self-improving

    The system extends its envelope from evidence, each step approved.

Runs where you run.

Public cloud
Your AWS, Azure or Google Cloud account and region.
Your VPC or private cloud
Single-tenant, under your network and key controls.
On premise
Your hardware, your change control, your SLAs.
Fully air-gapped
No outside connection. Self-hosted models inside your perimeter.

Plays well with your stack.

Add the layer over what you have, or run the full platform.

  • ServiceNow
  • Jira
  • Splunk
  • Datadog
  • Dynatrace
  • Prometheus
  • PagerDuty
  • AWS
  • Azure
  • Google Cloud
  • Kubernetes
  • SAP
  • Oracle
  • Salesforce
  • Workday
  • Snowflake
  • Kafka
  • CMMS & EAM
  • OSS / BSS
  • REST, A2A & MCP

Codify judgement once. Compound it everywhere.

Pick two workflows. We’ll set the value ambition with you and baseline them together.