Book a discovery sessionT-Flux Ultra Talon
Move from AI-generated answers to coordinated action with T-Flux Ultra Talon — the agentic capability within the T-Flux Ultra platform.
Talon brings together AI models, enterprise information and connected workflows to perform contextual tasks within your organisation's secure operational perimeter. Agents carry out repetitive and analytical work while your people retain oversight, decision authority and approval.
The foundation
An AI agent is a software component that uses an AI model to interpret a request, retrieve information, use approved tools and produce an output.
Its authority is bounded by the permissions, information sources and actions your organisation allows.
Agentic AI connects information gathering, analysis, validation and workflow steps. It determines the next permitted step from the results of earlier steps.
Talon brings agents, models and tools into a governed environment with controls over access, actions and human approval.
From request to reviewable outcome
An agentic process breaks an objective into manageable steps. Each step has a purpose, an authorised scope and an outcome that can be reviewed.
Establish the objective, user permissions and workflow boundaries.
Gather relevant information from approved enterprise sources.
Apply AI models, business rules and approved tools.
Check outputs against evidence and flag missing or conflicting information.
Present findings or proposed actions at defined human checkpoints.
Execute authorised steps and retain the evidence needed for review.
Practical enterprise work
T-Flux Ultra Talon retrieves facility terms, covenant definitions and financial information. It calculates relevant measures using approved tools, compares results against agreed thresholds and flags potential breaches or missing evidence.
Human controlCredit and risk teams review interpretations, confirm exceptions and approve any escalation or borrower communication.
T-Flux Talon locates relevant records across approved repositories, identifies document versions and assembles an evidence pack for a review, application or investigation.
Human controlExisting access permissions govern retrieval. Users verify completeness and resolve ambiguous or conflicting records.
Bring together borrower information, financial analysis, facility details and supporting evidence to prepare a structured draft credit paper. Highlight information gaps and link findings to source material.
Human controlAnalysts review and amend the draft. Credit decisions and approvals remain with authorised people.
T-Flux Talon supports insurance claims preparation, operational exception reviews, policy checks and service case triage by gathering context and preparing the next permitted action.
Human controlDefined approval gates determine when a process can progress, pause or require specialist review.
Human-in-the-loop automation
Talon supports automation of repetitive and analytical steps while people retain approval and oversight. Teams can define checkpoints for reviewing evidence, accepting a recommendation or authorising an action.
Incomplete information, conflicting results and policy exceptions can be directed to a human reviewer, giving organisations a practical way to automate work while retaining accountability for consequential decisions.
T-Flux LangChain™
Integration operates within configured permissions and workflow controls. Access to information does not automatically grant authority to change a record or advance a process.
Security and control
Talon operates within T-Flux Ultra's on-premises or private-cloud environment. Explainability comes from connecting outputs to supporting evidence and recorded process steps; configured controls and accountable oversight support compliance requirements.
Which users, agents, models and systems may participate.
Which information and tools each step can use.
What may run automatically and what requires approval.
The sources, outputs and recorded actions supporting review.
When to pause, escalate or return control to a person.
How workflow, model and policy updates are reviewed before use.
Improvement under control
Talon reduces the effort spent locating information, repeating checks and assembling first drafts. Teams can spend more time assessing exceptions, applying judgement and making informed decisions.
Reviewer feedback, corrections and observed outcomes can inform controlled updates to retrieval, prompts, business rules and workflow design. Improvement is measured and governed; it does not depend on agents changing their own behaviour without oversight.
The next evolution of enterprise automation
From retrieving evidence to preparing recommendations, every step stays within the authority your organisation defines.
