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TII (Falcon models)

How the Technology Innovation Institute's open-weight Falcon language models can be used in your deployment, including on your own premises, and what they are allowed to see.

On this page
  1. What the model does in your deployment
  2. How it connects
  3. Running on your own premises
  4. What the model can see
  5. In practice
  6. Related

The Technology Innovation Institute (TII), a research centre in Abu Dhabi, publishes the Falcon family of language models, which are among the language models Telonic can use in your deployment. The language model (the AI component that interprets the conversation and composes the reply) understands what the customer is asking and decides the reply, within the agent's limits. The model is chosen per deployment, with you, and can be changed later. Which providers and models are available in your region is confirmed during implementation, and named in your agreement.

What the model does in your deployment

TaskWhat it means for youExample
Understand the requestWorks out what the customer wants and picks out the details that matterA guest writing in Arabic and English is understood to be asking to move a check-in date
Decide the reply, within limitsChooses what to say and do from the actions your team permitsOffers only the date changes the guest's rate allows
Express facts from your systemsDecides the wording and order. Figures such as amounts and dates are inserted directly from the system recordThe new total for the stay read exactly as your reservation system states it
Ask when something is unclearAsks a question back rather than guessing"Is that the booking for Friday, or the one next month?"

How it connects

All processing for your deployment runs in the region you choose, unless you explicitly choose a language model provider outside it. If you do, personal information is replaced with placeholders before any text leaves your deployment, and the real values are restored in the reply inside your deployment.

Telonic's contract with every provider prohibits using your data to train or improve their models, and zero data retention arrangements (the provider keeps no copy of what it processes) are used wherever the provider offers them. A new model is adopted only when it performs at least as well on the test set for your industry, and any change of model or provider needs your organisation's approval before release. If a provider has an outage, failover switches only to another approved provider in your chosen region, tested in advance and configured during implementation.

Running on your own premises

TII publishes its Falcon models as open-weight models (models whose files are released for others to run on their own infrastructure). Because the model files are published, these models can run on your own premises, on hardware you control. On-premises deployments run open-weight language models and self-hosted speech models, and the computing capacity they need is sized with you during implementation.

What the model can see

AccessNeeded forDefault
The conversation, the facts retrieved for the reply and the agent's instructionsComposing each replyGiven for each reply
Personal information, when the model runs outside your regionNot neededReplaced with placeholders before the text leaves your deployment
Direct access to your systemsNot neededNot given. Lookups and actions run through Telonic's software, within the permissions your team has granted
Your data, for training the provider's modelsNot permittedProhibited by contract

Whichever model you choose, the agent can only take actions your team has granted. See Policies as limits.

In practice

Qamar Stays, a hotel group in the UAE, wants its guest conversations processed on its own premises.

  1. Telonic and the group's infrastructure team size the computing capacity for an on-premises deployment.
  2. A Falcon model is chosen and tested on the group's reservation conversations, alongside the other open-weight models considered.
  3. The group approves the model that performs best on its conversations, and it runs on the group's own hardware.
  4. Any later change of model is tested on the same conversations and needs the group's approval before release.

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