HR 7110
Eliminating Bias in Algorithmic Systems Act of 2026
TL;DR
Rep. Summer Lee's bill would require federal agencies to root out bias in any AI systems they use or fund, mandating civil rights reviews, bias testing, and public transparency. It targets algorithms used in federal decisions like benefits, housing, law enforcement, and hiring, and would create new oversight requirements before agencies can deploy AI.
How This Might Impact Your Business
Federal contractors selling AI systems to agencies would need to provide bias documentation, training data details, and civil rights impact assessments before contracts are awarded.
Vendors in HR tech, facial recognition, predictive analytics, and benefits eligibility software face the highest scrutiny, since these are the algorithm categories the bill flags most aggressively.
Companies with federal grants or funding that use AI (universities, healthcare systems, state agencies passing through federal dollars) would inherit compliance obligations.
Expect requirements for ongoing bias audits, not one-time certifications, meaning vendors need continuous testing infrastructure and documentation.
Public disclosure provisions mean your algorithms and testing results could become part of the public record, exposing trade secrets and inviting litigation.
Small AI startups without compliance teams may effectively be locked out of federal procurement, giving larger incumbents an advantage.
No specific penalty amounts yet, but non-compliant systems would likely be barred from federal use, cutting off a major revenue channel.
What Should You Do
If you sell AI to the federal government, task your compliance team with inventorying which products would trigger civil rights review under this framework.
Ask your data science team to document training data sources and bias testing methodologies now, before this becomes a procurement requirement.
Review federal contracts and grants for AI-related deliverables and flag which ones could be paused or renegotiated if this passes.
Monitor the House Oversight and Government Reform Committee schedule for hearings on HR 7110 and identify trade associations filing comments.
Brief your sales team serving federal clients that procurement cycles may extend by 6 to 12 months once bias audit requirements kick in.
Who It Affects
Sponsors
Status Timeline
committee
Referred to the House Committee on Oversight and Government Reform.
January 15, 2026