Public sector
Citizen questions at scale.
Tender PDFs at midnight.
Still in Kenya.
Pre-architected patterns for SAGAs and counties, citizen FAQ, tender digest, circular lookup, without shipping citizen data to foreign chatbots.
County call centres field the same questions about bursaries, market fees, and building permits, while procurement teams drown in 200-page tender PDFs at 11pm. Foreign SaaS “gov AI” demos well until someone asks where citizen IDs are processed. The county & parastatal pack keeps inference and corpora under Kenyan control, see government industry context.
Citizen desk pattern
FAQ that cites the circular, the circular, off the rumour mill.
Service FAQ
Hours, fees, required documents, grounded in gazetted fees and county by-laws you approve.
WhatsApp / web
Same brain on WhatsApp desk and embeddable web widget.
Escalation
Complex cases route to ward offices with transcript, no bot improvising policy.
Audit log
Monthly export for public records officers and ODPC pack.
$ corvux gov digest --tender CNTY-2026-0142.pdf SECTIONS eligibility · deadlines · mandatory docs FLAGS 2 ambiguous clauses → legal review CITIZENS no PII in digest · internal only HOST kenya-gpu-example · Kenya ✓ eval gate · human award unchanged
Add Swahili + Sheng for ward-level code-switching. Start with one department, lands, health, or revenue, outside “the entire county website day one.”
FAQ
County ICT and procurement.
Can this answer political questions?
No. Scope is operational, services, fees, hours, tender procedures, from approved corpora only.
Hosting for counties without DCs?
Managed sovereign Nairobi capacity or appliance at county HQ, one hosting shape is optional.
Procurement tender support?
Summarisation and checklist assist for evaluation teams, humans score and award.
Integration with eCitizen or county portals?
API and embed patterns for existing sites; your identity layer stays in place.
Scope a county pilot
One citizen-facing desk or one tender workflow. Bring approved corpora list and ICT security contact.
Talk public sector