Obin builds specialized agentic workforces for regulated financial institutions – rooted in your institutional knowledge and designed for the edge cases where most AI stalls
Experts from
The Challenge
Financial institutions are constrained by capacity and risk tolerance. Individual productivity tools help analysts work faster, but they do not change how the firm operates. Deploying raw AI into core workflows introduces unacceptable risk: uncontrolled outputs, no audit trace, no institutional logic.
In regulated finance, 80% accuracy is not a win — it’s a liability. The edge cases, exceptions, and gray areas outside the training data are exactly where the risk lives. If every output must be manually verified, leverage disappears. AI becomes a tool, not infrastructure.
Obin solves this by building domain-specific workers trained on how your institution actually operates.
Obin automates the manual work that limits your deployment capacity. Our AI agents extract deal terms from documents, pre-populate financial models, and identify comparable structures from your fund's history, accelerating origination and due diligence without adding headcount. For portfolio monitoring, we track covenant compliance and company performance in real-time and flag deterioration only when risk signals converge, so your team focuses on exceptions, not routine updates. Scale your AUM without scaling headcount.
Obin handles the high-volume work that consumes bandwidth: extracting financials from CIMs, pre-populating LBO models, and generating first-pass DD summaries on day one. Our agents learn how your fund thinks, codifying your investment decision-making from past deals. Post-close, we normalize portfolio reporting and identify value creation patterns across your investments. Your institutional knowledge compounds and persists, even when people rotate off teams.
Obin helps banks deploy capital faster and manage risk more precisely. Our AI agents automate credit analysis: pre-populating risk scorecards, flagging covenant gaps, and assembling approval packages with audit trails. We identify fraud patterns in real-time while reducing false positives, and create unified client intelligence that results in cross-sell opportunities.
Obin accelerates underwriting and claims while reducing loss ratios. Our AI agents extract risk data from submissions, score against your appetite, and surface comparable historical risks, allowing underwriters to focus on judgment, not data entry. For claims, we flag fraud indicators and identify comparables to support accurate reserving. Across your book, we monitor exposure concentrations in real-time and alert on emerging risks like climate or cyber events before they become portfolio problems.
Our Solutions
Private Credit
Obin automates the manual work that limits your deployment capacity. Our AI agents extract deal terms from documents, pre-populate financial models, and identify comparable structures from your fund's history, accelerating origination and due diligence without adding headcount. For portfolio monitoring, we track covenant compliance and company performance in real-time and flag deterioration only when risk signals converge, so your team focuses on exceptions, not routine updates. Scale your AUM without scaling headcount.
Private Equity
Obin handles the high-volume work that consumes bandwidth: extracting financials from CIMs, pre-populating LBO models, and generating first-pass DD summaries on day one. Our agents learn how your fund thinks, codifying your investment decision-making from past deals. Post-close, we normalize portfolio reporting and identify value creation patterns across your investments. Your institutional knowledge compounds and persists, even when people rotate off teams.
Commercial Lending
Obin helps banks deploy capital faster and manage risk more precisely. Our AI agents automate credit analysis: pre-populating risk scorecards, flagging covenant gaps, and assembling approval packages with audit trails. We identify fraud patterns in real-time while reducing false positives, and create unified client intelligence that results in cross-sell opportunities.
Insurance
Obin accelerates underwriting and claims while reducing loss ratios. Our AI agents extract risk data from submissions, score against your appetite, and surface comparable historical risks, allowing underwriters to focus on judgment, not data entry. For claims, we flag fraud indicators and identify comparables to support accurate reserving. Across your book, we monitor exposure concentrations in real-time and alert on emerging risks like climate or cyber events before they become portfolio problems.
Meet your organizational intelligence
Real advantage comes from agents that know your firm's institutional knowledge, risk models, and mandates.
Unstructured Research
Risk Models
Portfolio Data
Market Signals
Mandates
Customer Data
We train agents on the full fabric of your firm so they reason like your best investment and risk professionals and compound your edge with every decision.
Why Obin?
Raw intelligence becomes specialized institutional intelligence - secure, auditable, and production-ready
Conquer the Edge Cases
Our AI agents understand your firm’s institutional knowledge, operating logic, and regulatory framework
Own Your Data
Virtualized copy of the context for compliance and rollback
Secure, Compliant & Auditable
Built for regulatory environments with full traceability
Built by Industry Veterans
Trusted by the world's biggest institutions
Combined AUM
$1T+
We partner with some of the world's largest financial institutions - over $1T in combined AUM - to turn AI into competitive advantage across origination, due diligence, and portfolio management.
Our agents plug into live workflows, deliver measurable outcomes, and become part of how leading firms invest and manage risk.
