Premium turns the free report card into a daily operational surface. Predictive distress signals before they become a problem. Audit-grade GASB sanity checks before your auditor flags them. Board memos drafted in 30 seconds. Counterfactual scenarios with sliders. ActiveNet + Brightly integration. Durable WeaverAI memory per agency.
Each surface replaces something in a director's workflow today — a binder, a consultant, a spreadsheet, a conversation that should have happened sooner. Audit-grade across the board.
11 nightly indicators run across the corpus at 5am CT. Operating recovery slip · fund balance drawdown · debt service spike · capital underspend · audit age · FAC findings · levy overshoot · peer-rank drop · structural balance flip · expenditure surge · revenue concentration. Probability score per agency. The card surfaces only the indicators that matter for YOUR agency, in plain language, with what to do next.
Pro-gated · live in routes/v6.py · 703 active findings · refreshed nightly
Catches the LLM-extraction errors and accounting-basis mistakes that kill credibility — "Other revenue" >20% of total, fund-scope mismatches (governmental vs all-funds), restricted vs unrestricted GASB 54 misclassification, period-comparison category errors (YTD vs full-year), and bond-proceeds-as-revenue confusion. Director uploads the draft CAFR; Audit Assist runs the peer sanity pass + invariant checks before the external auditor sees a draft.
Live · backend /audit-assist + draft-CAFR endpoint
Sonnet 4.5 generates a 3-paragraph board-ready narrative — current snapshot, peer context, what's next. Every figure is cited with a source token and freshness timestamp. Agency notes (bond paydown context, capital cycle explanations, restructuring events) are folded in. Export to PDF or DOCX. Reproducible — same inputs produce the same memo.
Live · services/data_story.py · DOCX + PDF export · cited citations
What-if sliders on every distress indicator. "If we pay down $5M of debt service in FY2026, where does our grade go?" "If we issue $13M in capital bonds, what does our balance pillar do?" "If our cohort's median capital ratio rises 2%, where do we rank?" Save and share named scenarios with the board. Compare scenario A vs scenario B vs status quo.
Live on Distress Card · saved-scenario v2 queued
For districts on ActiveNet (programs, registrations, facilities, memberships, flex programs), the 8-phase nightly sync pulls live operational data into your dashboard and into your Cost Recovery sub-pillar — no more annual snapshots. For Brightly customers, work-order volume and asset-condition scores feed the Capital Reinvestment signal. Membership family-id household-aware counting. Audit trail in weaverai_log.
8-phase ActiveNet sync · Brightly nightly · 0.6s pacing · 403-backoff hardened
Per-client durable memory in weaverai_client_context — Weaver remembers what you've discussed, what you've corrected, what your agency cares about. Saved queries. Conversational continuity across sessions. Tenant-scoped — your context never leaks across districts (RLS enforced). Sonnet-tier answers on every question, with the same audit-grade contract: source-cited, verbatim, refuses unverifiable. Cost-tracked per request.
Multi-tenant Day 9 live · pw_app role · RLS enforced
Verified-Director Claim flow lets you authenticate as the executive director of an agency. Once verified, your report card displays a Platinum-tier seal and your name on contributions. Peer Claimed Directors page surfaces who's running which agencies — searchable, networkable. Network benchmarking lets you compare cross-type, cross-state, cross-size, with real names attached.
Claim flow live · Platinum tier shipped · email-domain auth
8 deterministic SQL patterns running across the entire corpus every night: audit-age-warning · capital-doubled-no-CIP · revenue-per-capita-outlier · fac-going-concern · debt-service-high · fund-balance-negative · revenue-drop-levy-rise · data-quality-alert. The model picks WHICH pattern applies to your agency — never invents new ones (anti-hallucination contract). Director-confirmed agency notes provide context where available.
Live · correlation_findings · 5am CT cron · bounded discovery
Director-grade isn't a tagline. It's a contract enforced in code.
WeaverAI uses tool calls — agency_profile, agency_metrics, cross_tab, correlation_lookup, relationship_lookup, program_search, activenet_query, brightly_query, census_lookup, web_search — each backed by a deterministic SQL or API path. The model picks the tool; the tool returns the data; the answer cites the source. No free-form math. No generative finance.
Mention "CCSD 59" or "Township HSD 211" or "Wilmette Public Library" in a question and Weaver pre-loads federal F-33 data for that external agency before answering. Verified 2026-04-30: federal-funding question on CCSD 59 returns "$10.2M federal (6.2%) of $164.8M total revenue, 5,858 students" in one round-trip with sources cited. No chatbot fishing expedition.
Dollars within ±2% of source. Percentages claimed as totals must sum to 100% ±2pp. Ranks sanity-checked (N≥1, N≤M, M>0). Peer names verified against the cohort. Fiscal years are explicit. ≥$10M figures require verbatim source match (±0.1%). Retries on violation.
"Why is Schaumburg a B?" returns Recovery / Balance / Capital / Debt percentile + raw score + cap reasons + agency notes inline. Audit-defensible answer in 30 seconds — not a 5-paragraph guess. Director can hand it to a board chair.
NCES F-33 · NCES EDGE · IMLS PLS · Federal Audit Clearinghouse · IL Comptroller · CA SCO · IN Gateway · OH Auditor · CO OSA · ISBE · Census of Governments · ActiveNet · Brightly. Every Weaver answer carries the freshness timestamp from data_source_state. The verifier refuses citations to unknown sources.
Multi-tenant from day one (Day 9 RLS shipped). weaverai_client_context stores per-client durable memory. weaverai_saved_queries stores per-user named questions. Sessions persist across reloads. Your context never leaks. Cost-tracked per request via weaverai_log.
Pricing is conversation-based for the first 20 customers — we want to learn what works before we publish a price card. Email [email protected] or request a demo below; you'll get a quote within one business day.
We provision your-slug.publicweave.com with your branding. Magic-link email auth — no passwords. Domain-scoped: only @yourdistrict.org can claim staff access. Wilmette went live in under an hour.
Upload your latest CAFRs, budget books, capital plans, and community surveys. The audit-grade pipeline runs verbatim verifier + cohort z-score + GASB invariants. Tier A passes auto-promote to live; Tier B/C land in admin staging for review. No silent gaps.
Provide read-only API credentials. The 8-phase nightly sync pulls programs, registrations, facilities, memberships, flex programs (ActiveNet) and work orders + asset conditions (Brightly). Membership counting is family-id household-aware.
30-min walkthrough with the director — how to read the Distress Index, run an Audit Assist, generate the FY board memo. Set up Custom WeaverAI with your agency's vocabulary and historical context. Saved queries pre-seeded.
30-minute demo. Live grades from your agency. Real peer comparisons. We bring the data — you bring the questions.
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