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One platform. Everything an enterprise needs to run agents.

PHTN.ai is a smart orchestration layer between your data, multiple LLMs, and your business applications — design agents, govern them, observe them, and deploy them, without stitching together a dozen tools. It is Photon's Enterprise Agent Management Platform, built on the Universal Agent Harness™ architecture and offered independently from Photon's AI consulting practices.

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A smart orchestration layer for the enterprise

Your Enterprise Data

Data platforms, knowledge bases, documents, and APIs, connected through 100+ enterprise connectors and a governed MCP tool layer.

Databases

Documents

APIs

KnowledgeBases

Data Lakes

More

PHTN.ai connecting enterprise data and business applications

Your Business Applications

CRM, ERP, ticketing, and the systems your workflows already run through today.

CRM

ERP

Ticketing

HR

Collaboration

More

Modular By Design

A microservices-based platform whose modules you can adopt together or independently — all observable through unified FinOps, TechOps, and AIOps dashboards.

Layered diagram of the Photon platform modules
  • Agent Studio

    Visual and conversational orchestration designer with execution groups

    01

  • Agent Lifecycle Manager

    Agent creation and versioning, orchestration schema, and the Ask AI conversational build service

    02

  • Middleware Core

    API gateway, RBAC enforcement, tenant resolution, and identity federation

    03

  • RAG Service

    Knowledge base management, document processing, and vector indexing with five pre-built pipeline templates

    04

  • Super-Agent Framework

    Multi-agent orchestration runtime driven by a complete, exportable orchestration schema

    05

  • Sub-Agent Framework

    Individual agent runtime for catalog and custom agents alike

    06

  • Observability Platform

    FinOps, TechOps, and AIOps dashboards over shared, OpenTelemetry-native telemetry

    07

  • Release Management

    Versioned, auditable database and platform release management

    08

See cost, performance, and quality in one glass

Triple-pillar observability turns every agent interaction into telemetry your finance, operations, and risk teams can act on. A Panel of Judges — three to five independent evaluators — scores every interaction in real time across 25+ metrics, from hallucination and faithfulness to prompt-injection detection. Low confidence triggers a retry, a human review, or a kill switch.

FinOps

Token-level cost tracking per agent, model, and tool. Budget enforcement, cost-anomaly alerts, waste detection, forecasting, and chargeback reporting.

TechOps

Latency, error rates, throughput, uptime, and distributed traces — with SLO tracking your SRE team will recognize.

AIOps

Toxicity, hallucination, PII leakage, prompt injection, jailbreak, and bias — monitored continuously with 53+ configurable alert rules.

Same platform.Wherever you run it.

From your cloud marketplace into your tenant, hosted SaaS, white labeled OEM, or licensed with source. Four models — one platform.

Microsoft Azure

Azure

Marketplace

aws

AWS

Marketplace

Google Cloud

GCP

Marketplace

On-premise server

On-Premise

Air-Gapped

Hybrid multi-cloud

Hybrid

Multi-Cloud

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