The result: traceable, auditable, defensible, and fine-tuned outputs to suit your needs.
Neural layer
Interprets messy, unstructured inputs like earnings call transcripts, sector news, counterparty disclosures, regulatory filings, or analyst commentary.
Symbolic layer
Applies ontologies, taxonomies, and formal rules to ground outputs in logic and structure, so results are consistent, verifiable, and repeatable.
Knowledge graph
Maps critical relationships across risk, counterparties, peers, and regulations, giving context to every signal and ensuring no connection is missed.
Neuro-symbolic AI is different
Weave.AI uses a neuro-symbolic foundation that doesn’t rely on language models alone. It combines the flexibility and pattern recognition of neural networks with the precision and explainability of symbolic systems, creating AI that doesn’t just generate text — it encodes institutional knowledge and applies it at scale, aligned with changing market dynamics and evolving regulatory expectations.
From Data to Decisions:
The Role of Analyzers
Weave.AI delivers enriched intelligence through purpose-built lenses that translate complex risk signals into actionable outputs.
Tariffs Beacon
Detected how steel tariffs indirectly affected auto manufacturers through supply-chain exposures.
The Basel III Credit Risk Beacon
Spotted that liquidity ratios were deteriorating relative to benchmarks, signaling early stress - helping our client reduce exposure.
The NIST Cyber Risk Beacon
Detected a vendor falling behind on patching cadence and breach transparency triggering proactive oversight.
The FinCrime Beacon
Identified missing detail in the bank’s own reporting compared to evolving regulatory expectations, helping the bank avoid damage.
Distills strengths, weaknesses, opportunities, and threats across counterparties, sectors, or portfolios.
SWOT Analysis
Distills strengths, weaknesses, opportunities, and threats across counterparties, sectors, or portfolios.
Gap Analysis
Add paragraph text. Click “Edit Text” to update the font, size and more. To change and reuse text themes, go to Site Styles. Add paragraph text. Click “Edit Text” to update the font, s
Red & Green Flags
Add paragraph text. Click “Edit Text” to update the font, size and more. To change and reuse text themes, go to Site Styles. Add paragraph text. Click “Edit Text” to update the font, s
Trajectory
Add paragraph text. Click “Edit Text” to update the font, size and more. To change and reuse text themes, go to Site Styles. Add paragraph text. Click “Edit Text” to update the font, s
Analyst Pulse
Add paragraph text. Click “Edit Text” to update the font, size and more. To change and reuse text themes, go to Site Styles. Add paragraph text. Click “Edit Text” to update the font, s
Next Best Actions
Designed to align with leading global regulations, each Beacon continuously evolves to reflect new requirements and emerging standards – each hour, 24/7 – ensuring ongoing relevance and compliance over 15 years of public data.
Additional Beacons include:
Breadth
Deploy separate Beacons for credit, earnings, tariffs, cyber, Basel III, or any other critical or thematic lens, building a constellation of perspectives while keeping each Beacon sharply focused on its own domain.
Depth
Every insight is evidence-backed and fully auditable. Drill down into the underlying data—red and green flags, reputational spillover, and company-, industry-, or sector-specific intelligence—with complete transparency for boards, regulators, and stakeholders.
Foresight
Spot today’s risk, but, more importantly, project future risk using advanced look-alike and look-ahead analysis. This analysis ties together what’s happened to your peers, model relationships (e.g. supply chains) and uncover hidden contagion effects.
Why Weave.AI Neuro-Symbolic AI Beacons?
Breadth
Deploy separate Beacons for credit, earnings, tariffs, cyber, Basel III, or any other critical or thematic lens, building a constellation of perspectives while keeping each Beacon sharply focused on its own domain.
Depth
Every insight is evidence-backed and fully auditable. Drill down into the underlying data—red and green flags, reputational spillover, and company-, industry-, or sector-specific intelligence—with complete transparency for boards, regulators, and stakeholders.
Foresight
Spot today’s risk, but, more importantly, project future risk using advanced look-alike and look-ahead analysis. This analysis ties together what’s happened to your peers, model relationships (e.g. supply chains) and uncover hidden contagion effects.
Why Weave.AI Neuro-Symbolic AI Beacons?
