For Risk Managers · PMO Leads · BI Teams · Decision Makers
Aversight helps financial institutions detect compliance project risks weeks before they become audit findings.
Regulatory timelines, compliance gaps, audit findings — spread across GRC tools, SharePoint, and Excel. Aversight reads them all and builds a risk intelligence layer your compliance team has never had.
From mid-market teams to global enterprises. No minimum project count.
Nine real views — from the overall portfolio picture down to the Monte Carlo engine running underneath. Jump to what matters for your role, or scroll through the whole thing. Nothing hidden.
Budget burn on Alpha-7 has reached 1.4× plan at 47% timeline — well above the 1.3× threshold. Three milestones are overdue and the Lead Solution Architect is at 115% allocation. Pattern escalation_predictor matches 14 historical projects with similar overrun outcomes.
One view. Every signal, every alert, every trend. The shape of your portfolio in under five seconds — before your first meeting. Click into any cell to see the raw evidence.
Every alert reads like a memo, not a log line. A concrete driver. A confidence score. A recommended action. Your inbox becomes a decision queue — not a problem feed.
The EU AI Act is here. Aversight is built around transparent scoring. Every alert shows the rule ID, the raw data points that fired it, the historical pattern it matched, and the exact LLM output — with prompt and logs preserved.
Your Gantt — but with intelligence baked in. Red bars are flagged projects. Flags mark active alerts. The “today” line moves itself. Drag-through any bar and Aversight pulls the raw ticket, PO, or minute behind the slippage.
Aversight is middleware — it sits between your data sources and your outputs. No new dashboard to own. No data migration. Intelligence lands as standard formats in whichever channel your team actually uses every day.
The more signal diversity, the sharper the intelligence. Aversight reads from 8+ enterprise systems out of the box — tickets, ERP records, files, emails, calendars — and 40+ more via REST.
Every Monday, a one-pager lands in your inbox. Top risks. Client-ready language. Forward it to the steering committee without reformatting. White-label mode puts your logo on it for external engagements.
Typical engagement path: read-only connections in week two, first audit-ready alert by week four, pattern detection from month three, predictive intelligence by month six. Your practice bills faster because the intelligence is live earlier.
Every night, Aversight runs 10,000 Monte Carlo simulations per active project. Worst case, median, best case — with the drivers that move the outcome most, ranked. No black box: every assumption is surfaced, editable, and logged for audit.
The deterministic layer. Every rule is written in plain language, version-controlled, reviewed by Legal and the AI Committee, and test-covered. You see exactly what would fire, why it would fire, and its historical precision — before you promote it to production.
The statistical layer. Every active project is embedded into a 248-feature vector and ranked against 1,240 completed projects from your organization. When the closest historical matches overran — you get warned. When the match pattern was a false positive last time — the engine remembers and downweights it.
The generative layer sits on top of rules and patterns. Claude Sonnet 4.6 turns the deterministic output into plain-language actions — but only using data the rules engine and ML already verified. No hallucination layer. Every prompt and output is logged for 7-year audit retrieval.
Financial institutions run multiple regulatory programs simultaneously. A slip in one program creates cascading deadline pressure across others — invisible until it's critical.
Regulatory submissions require sign-off chains that create bottlenecks. Document backlogs grow silently until they block an entire compliance timeline.
Large transformation programs span IT, legal, compliance, and business teams. Dependencies between these groups are poorly tracked and frequently missed.
Monitors regulatory deadlines across parallel programs and flags emerging conflicts early.
Tracks document review queues and sign-off chains to detect growing bottlenecks.
Maps cross-team dependencies in transformation programs and flags critical path risks.
Calculates real-time audit readiness based on documentation completeness and milestone status.
Powered by three autonomous intelligence layers: deterministic rules for auditability, statistical ML for pattern detection, and LLM for actionable recommendations. All three run continuously — no manual trigger required.
Central bank policy tracking to model how rate changes impact project economics and timelines.
Cost escalation modeling to predict budget pressure from rising vendor and resource costs.
Market environment context to anticipate shifts in business priorities and project urgency.
Compliance deadline tracking to ensure project milestones align with regulatory windows.
"What if the audit window moves forward by 4 weeks?"
"As a BI lead, I was looking for something that goes beyond dashboards. Aversight gave me an AI layer I could pitch to our PMO director — and it was live in weeks, not months."
Stop presenting threats that executives ignore. Start presenting intelligence that drives decisions.
Present risk data that your CFO understands and acts on — in 20 minutes instead of 4 hours.
Show your leadership the ROI before you ask for investment. The numbers speak for themselves.
Every role benefits
If you're an Analyst
You spend weeks before every audit compiling compliance evidence from 5 systems, terrified you'll miss something. With Aversight, you become the analyst who predicted which regulatory requirements would cause delays — and had the evidence ready before the auditors even asked.
If you're a Risk Manager
You're stuck between regulators who want more and business teams who want less. Everything you do feels like overhead. With Aversight, you become the strategic compliance partner who identifies regulatory risk patterns across the portfolio — and prevents the findings that cost millions in fines.
If you're a Director / VP
You justify your department's existence every budget cycle. 'Nothing bad happened' isn't a compelling ROI story. With Aversight, you can show exactly which risks were detected early, which patterns were caught, and how much was prevented — with data, not anecdotes.
If you're a CFO / CRO
Regulatory fines and remediation programs cost 10–100x what prevention costs. Aversight gives you pattern intelligence that predicts compliance gaps before auditors find them — turning reactive spend into proactive investment.
Career impact, not just project impact
Compliance analyst predicted which regulatory requirements would cause audit findings — 4 weeks before the audit. Had evidence packages ready. Went from 'audit burden' to 'strategic compliance partner' in 6 months.
Compliance Analyst, globally-systemic bank
Risk director now sits in executive strategy meetings. Previously excluded because risk reports were 'too operational.' Aversight's pattern intelligence made risk data boardroom-grade.
Risk Director, globally-systemic bank
Internal audit manager used accumulated pattern data to predict which business units were most likely to have control deficiencies. Audit planning efficiency improved 60% — and findings per audit doubled.
Internal Audit Manager, insurance portfolio
Your CFO wants:
Prevention, not firefighting. Aversight turns risk from a cost center into measurable savings — with data your CFO can put in the board deck.
Your CRO wants:
Competitive intelligence, not compliance overhead. Pattern recognition across the portfolio identifies opportunities, not just threats.
Without Aversight?
You stay stuck with manual spreadsheets, quarterly reports that arrive too late, and meetings where you present risks that executives politely ignore. The analyst stays in permanent pre-audit panic. The risk manager stays excluded from strategy. The director keeps justifying their budget without proof — until the next regulatory fine makes the case for them.
Gets Smarter Over Time
Regulatory pattern memory: which compliance requirements consistently cause delays, which audit findings predict cascading issues, which teams need support before deadlines.
The average project overrun costs €2.3M. Calculate what earlier detection saves you →
Connects to Your Existing Stack
Read-only. No data migration. Your teams keep working as before.
30 seconds — and we'll get back to you within 24 hours. No sales pitch, just an honest conversation about your challenges.
This dashboard is our demo lens. In production, scores and alerts live in your Power BI, your inbox, your workflows.
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