Gloat connects workforce knowledge and governance with HR agents

Gloat builds software that connects employees with work and development opportunities, and now presents a broader platform for HR agents. Its central idea is that useful automation needs both workforce context and the organization’s rules. A recommendation to join a project is only useful if the skills fit, the employee is interested and the organization can actually approve the move.

01 / ProductA marketplace and a platform for workforce agents

Gloat's company page establishes its focus on connecting people and work. Its current platform page describes tools for composing HR agents through a visual canvas, plain-language instructions and templates. This extends the buying conversation beyond its established talent marketplace. Buyers should define which experience they want and confirm how the current platform and marketplace are packaged together.

The Talent Marketplace brings together internal opportunities, project work, learning and mentorship. Its purpose is to make possibilities visible through skills and aspirations rather than relying entirely on job titles or personal networks. An employee can explore a development route before a permanent vacancy exists, while a project owner can discover people outside their immediate team.

Gloat describes a Knowledge Graph connecting people, roles, skills and work context, and a Governance Engine that makes access, eligibility and approval rules available to agents. These are vendor descriptions of the product's design. They explain what to evaluate but do not establish that a particular customer’s policies will transfer correctly without implementation and testing.

02 / AudienceFor employers with hidden opportunities and fragmented context

A strong starting audience is an employer with worthwhile internal projects that are filled through managers' personal networks. Employees may have relevant capabilities that their current role does not reveal. A marketplace can make the work discoverable and create a path for people to demonstrate adjacent skills, provided projects have realistic commitments and managers agree how participants will make time for them.

The agent platform is relevant when employees struggle to navigate several HR tools for one question. Asking which development opportunities fit a career goal can require role information, learning records, current skills and mobility policy. Connecting those sources might simplify the experience. It also makes permission handling more consequential because an apparently ordinary answer can draw on sensitive workforce information.

The Workday blueprint is a useful comparison for organizations whose formal HR transactions already live there. Gloat's integration page explicitly positions Workday as the system of record. The Eightfold AI blueprint offers another approach to skills-based talent decisions. Compare employee control, opportunity quality and the way a recommendation reaches an actual process, not just the appearance of a matching interface.

03 / WorkflowA proposed internal-project discovery pilot

Consider a proposed pilot in which a company needs employees to help improve its customer onboarding process. The work combines process mapping, service knowledge and basic analysis. Instead of selecting only people whose titles already match the project, the employer wants volunteers with relevant experience or a credible development goal. The pilot stays focused on opportunity discovery rather than automated staffing decisions.

1. 01

   Create a real, bounded project opportunity

   The project owner defines deliverables, expected weekly time, duration, essential capabilities and support for someone learning an adjacent skill. Confirm who approves participation and how the employee’s existing workload will be covered. A vague opportunity with no release arrangement will not become practical merely because matching improves.

2. 02

   Build a profile employees can recognize and correct

   Bring in only the work and skill context needed for this pilot. Show participants what the profile says and distinguish explicit evidence from inferred skills. Let employees add context and express interest. Do not treat a current title as a complete description of capability or ambition.

3. 03

   Review suggestions against opportunity and policy

   Ask the proposed agent or marketplace workflow to suggest relevant projects and explain the fit. Test an eligible employee, an employee needing approval and someone outside the permitted audience. A correct answer may be an explanation of an unmet prerequisite and a useful next step.

4. 04

   Move selected participation through the normal process

   The employee and project owner discuss the work before any assignment is finalized. Route required approvals through the established HR or management process. Track the accepted commitment and later capture what work was completed, without interpreting simple participation as proof of proficiency.

The Workday integration page describes reading workforce context and connecting agent actions to configured business processes. Its technical account includes APIs and scheduled extraction. For this pilot, demonstrate the actual fields, approval path and change propagation rather than assuming every illustrated integration is automatically available in your tenant.

Evaluate whether people discover useful opportunities outside their existing networks, whether managers honor the time commitments and whether participants complete meaningful work. Keep those outcomes separate from clicks or the number of matches generated. A small set of well-supported projects can reveal much more about mobility than a large catalog of opportunities nobody can realistically accept.

04 / PricingPrice the selected experience and its operational scope

Gloat's sales contact page, consulted on 11 October 2026, offers a demonstration and direct engagement with its team. The inspected platform pages do not publish a numeric subscription price, per-agent tariff or free self-service plan. A scoped enterprise discussion is the verified commercial route. Do not assume that a marketplace purchase includes unrestricted agent creation or every HCM connector.

The first proposal should describe a complete opportunity lifecycle: publishing, discovery, participation approval, completion and evidence updates. This prevents an attractive discovery demo from hiding the work required after someone clicks apply. Establish who maintains integrations and policies when a business unit changes its approval chain or an employee moves to another team.

There is also a non-software cost in preparing opportunities and supporting participation. Budget project-owner time and manager involvement alongside implementation. These are proposed operational assumptions rather than Gloat charges. An organization that cannot make time available for internal projects should resolve that constraint before expecting a marketplace to transform mobility.

05 / DistinctionsBusiness rules are part of the recommendation problem

Gloat's focus on workforce context and governance makes the eligibility question explicit. Two employees with similar skill profiles can have different permitted opportunities because of workload, prerequisites or approval requirements. A useful agent needs to explain what can happen next, including when the answer is conditional. A plausible skills match without that context can generate disappointment and additional HR work.

The marketplace's combination of projects, learning and mentorship also gives development more than one shape. Someone can gain experience through a bounded assignment, ask a mentor for help or undertake structured learning. A recommendation becomes more useful when the organization can explain why a particular route addresses the employee's current gap and what evidence of progress should follow.

The current platform describes delivery through familiar workplace channels. That may help employees access guidance where they already work, but changing the entry point does not remove the underlying process. A chat answer still needs current records, an understandable permission model and a reliable destination for any requested action. Evaluate those connections as part of the user experience rather than leaving them solely to a later technical checklist.

06 / QuestionsProve permissions and avoid overinterpreting work signals

The Governance Engine page describes synchronizing access rules and enforcing them when information is requested. Test this with real organizational boundaries: an employee, a manager, an HR specialist and someone whose access recently changed should receive appropriately different results. Include indirect disclosure, such as an answer that reveals a confidential succession plan without showing the underlying record.

A workforce graph can connect many signals, but not every available signal is a reliable indicator of capability. Project visibility differs by role; absence of recorded evidence may reflect missing systems or confidential work. The pilot should expose uncertainty and give people a correction route. Avoid translating inferred career or retention signals into consequential decisions without a clearly justified process and additional evidence.

Gloat publishes implementation and performance claims for its platform and integrations. This review did not independently reproduce those claims or inspect a live customer tenant. Confirm the availability of the specific agent template, channel, connector and write-back operation under consideration. A demonstration should include a refused action, a stale record and an approval that changes mid-process, because those are the conditions that show whether the operational boundaries hold.

07 / DecisionDecide whether the opportunity or the process needs attention first