Question 1

How is Halozen different from generic AI contract tools?

Accepted Answer

Halozen operates upstream during bid formation. Instead of summarizing contracts, it extracts citation-backed compliance obligations before submission. Every requirement is mapped to its source clause — no citation, no output.

Question 2

How accurate are the cited outputs?

Accepted Answer

Clause-to-source mapping is pilot-validated at 95%+ precision, with clause and page references on every extracted item. Accuracy is tracked weekly. Optional human verification is available for regulated bids requiring full review.

Question 3

Are you secure enough for enterprise teams?

Accepted Answer

Security controls align with SOC 2 Type II and ISO 27001 standards. SSO, VPC deployment, and DPA are available via SOW. Halozen supports contractors managing sensitive federal and commercial projects.

Question 4

Is our data used to train AI models?

Accepted Answer

No. Customer documents are never used for external model training. Files are processed to generate outputs and retained only per customer-defined policies.

Question 5

Does Halozen require system integrations?

Accepted Answer

No integrations are required. Teams upload bid packages and receive structured, audit-ready compliance outputs without workflow disruption.

Question 6

How long does it take to receive outputs?

Accepted Answer

The initial 72-hour Outcome Sprint structures your first bid package into a cited compliance matrix, penalty tables, key dates, and safety documentation. For subsequent bids, processing typically completes in under two hours, with structured outputs available shortly after upload. Enterprise subscribers receive continuous access across active bid cycles.

Question 7

How does pricing work?

Accepted Answer

Halozen offers a fixed-fee 90-day pilot applied to live bids. Annual enterprise subscriptions are available following pilot validation.

Question 8

What does the 90-day pilot include?

Accepted Answer

The pilot applies Halozen to 2-3 live bids with defined success criteria. Deliverables include cited compliance matrices, structured risk flags, and safety documentation. The engagement is fixed-fee and designed to validate impact before annual deployment.

Frequently Asked Questions