Deltona commissioners press AI auditing vendor on cost, security and references

Deltona commissioners on Sept. 15 heard a demonstration of Echelon OS, an artificial-intelligence platform that its developer, Echelon Technologies, said can analyze contracts, spending and operations to identify cost savings — but commissioners and city staff raised questions about price, vendor experience and data security.

The presentation, given by an Echelon representative, covered the product’s features and implementation model. The representative said Echelon’s software “builds a 3-D map of your organization” and can deploy agents that run on a municipality’s systems to pull and analyze contracts, human-resources records and other data. The representative also told the commission that the platform “can do all of this in a single day,” and described a proposed pricing structure that included an initial infrastructure fee and performance-based compensation.

Why it matters: The city manager and commissioners framed the discussion around potential budget savings and the costs and risks of allowing an outside company deep access to municipal systems. The vendor described sizeable potential savings in contracts and subscriptions, but city officials sought proof points — other municipal customers, security certifications and details about how the product would integrate with Deltona’s software and cloud environment.

Vendor claims and proposed fees The Echelon representative said the firm spun out of work done with the federal “Doge” initiative and OpenAI and is incorporated as Echelon Technologies Corporation in Delaware, with a headquarters in San Francisco. The representative said the company’s AI agents run on top of a client’s existing systems and can ingest PDFs and scanned documents to structure contract data.

On price the representative said, as presented to the commission, that a one-time technology and integration cost for a city Deltona’s size would be about $300,000 and that the firm proposes performance-based fees “up to $200,000” tied to documented savings. At a later point in the discussion the representative described a possible annual subscription figure in the same general range for ongoing service; commissioners asked for clarification. The commission did not authorize any contract.

City staff and commissioners asked follow-up questions about what the $300,000 and $200,000 figures covered, whether the state DOGE initiative would be involved, and whether other Florida municipalities were using the product. The representative said the company had relationships with the state DOGE program and offered to put commissioners in touch with a contact in the governor’s office and with other IT managers who had evaluated Echelon’s architecture.

Security, integration and governance concerns City IT Director Robert raised technical and security concerns, telling the commission the work would be “very complicated” given that Deltona’s data is spread across on-premises and cloud vendors and that any vendor access would require vendor agreements, encryption keys and appropriate compliance reports. Robert said the city typically requests SOC 2 reports from commercial vendors and described the work of coordinating credentials and encrypted data flows as nontrivial.

The Echelon representative said the platform is built on Amazon Web Services and that the firm is pursuing SOC 2 and FedRAMP-related controls for higher-security customers; he said that data processing would occur within a contained environment and that the company does not host customer systems on an open internet-facing service. The representative also said the company was prepared to share technical architecture diagrams and references with Deltona staff.

What commissioners asked and what happens next Commissioners pressed for references, for examples of municipal deployments and for clarity on recurring costs. Commissioner Howington and others emphasized the need for demonstrations that the product works with messy or “dirty” municipal data; the representative pointed to private-sector pilots and said Echelon had worked on integration in challenging environments.

No procurement decision was made at the meeting. The vendor and commissioners discussed follow-up steps: the representative said he would coordinate with a state contact and offer references and architecture documents; city staff said they would review the materials and the IT department said it would evaluate the vendor’s security documentation and integration plan before any contract action.

Ending: The presentation put the product and its claimed benefits before the commission but left open substantial questions about cost, security and municipal references. City staff and the vendor agreed to follow up; any decision to contract with Echelon would require later review and formal procurement action.