Public sector · Georgia · Procurement information
What should AI training for government employees include?
AI training for government employees should cover approved tools, records and open-information obligations, resident privacy, accuracy in public-facing communication, human review before release, escalation, and manager follow-through. It should be written for the size of the department that has to run it, then measured.
Who this is built for
- City and county departments and public-facing service teams.
- Public library systems and branch services.
- Community and technical colleges.
- Workforce development boards and programs.
- Municipal and county risk pools and loss control teams.
Controls that matter in public-facing work
- Resident and patron information never entered into unapproved tools.
- Human review before AI-assisted text reaches the public or the record.
- A stated position on what the department does and does not automate.
- Escalation for legal, benefits, safety, and eligibility questions.
- A log with a named reader and a review date.
Procurement information
| Item | Detail |
|---|---|
| Legal entity | Resilience Ventures LLC |
| Ownership | Woman-owned |
| Business base | Metro Atlanta, Georgia |
| Mailing address | 8735 Dunwoody Place, Suite 5204, Atlanta, Georgia 30350 |
| Supplier status | Registered supplier, State of Georgia (GA@Work) and City of Atlanta |
| NIGP codes | 918, 920, 208 |
| NAICS codes | 541611, 611430, 541618, 541512 |
| Contact | hello@resilienceventuresllc.com · 678.397.8411 |
Supplier and procurement information
Supplier registration and industry codes do not imply government endorsement, certification, contract award, or eligibility for every purchase.
Engagement boundaries
Included when scoped: preparation, live delivery, digital participant materials, sponsor debrief, and agreed measurement. Separately priced: additional locations, repeat deliveries, extensive customization, recording rights, licensing, and travel. Not included: software licenses, custom development, legal or clinical advice, or unlimited revisions.
Questions buyers ask
Direct answers
- How should local governments prepare frontline employees for generative AI?
- Define the approved tools, classify frontline tasks by consequence, name the reviewer for public-facing output, and train supervisors to sustain the change.
- How should agencies measure AI training and adoption?
- Baseline conditions, learning change, use of approved workflows, then outcomes such as documented workflow changes and reduced rework.
- When should an agency use an outside AI training provider?
- When internal staff can operate a process but no one has authority or time to write the boundaries, or when a repeatable train-the-trainer capability is needed.
- Can engagements be scoped as a bounded pilot?
- Yes. A single department, a single workflow, and a fixed scope is the most common first engagement.
Next step
Discuss a bounded public-sector scope.
We confirm the department, the audience, the format, and the date. Final scope, deliverables, scheduling, payment terms, and pricing are confirmed in writing before work begins.
Contact question: what audience and outcome does your initiative need to support?