Arvya Insights
Ideas for running the deal, not just reading it.
Clear thinking on deal execution, transaction state, banker judgment, and the systems that keep live work moving.
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Buyer guide
How to Evaluate AI for Investment Banking
A practical live-deal checklist for evidence, permissions, approval gates, deployment boundaries, verified execution, and banker trust.
Product thesis
Why a Live Deal Needs a State Engine
A tracker stores labels. A state engine connects events, evidence, permissions, dependencies, next work, approvals, and verified completion.
Thesis
The Transaction Is the Primary Object
Outlook thinks the email is primary. DealCloud thinks the record is primary. Datasite thinks the room is primary. A live deal needs software that understands the transaction underneath all of them.
Thesis
AI Search Is Not Deal Execution
A sourced answer is useful. A live process also needs someone to resolve what changed, create the next work, ask for the decision, execute the approved action, and verify the result.
Operating model
Bankers Keep the Judgment. Software Runs the Coordination.
The right division of labor is not banker versus AI. Bankers select, advise, negotiate, and approve. Software remembers, reconciles, drafts, routes, follows through, and verifies.
Insights
The Best Deal Management Software for Investment Banking (2026)
An honest map of the 2026 landscape, each tool in its real lane: DealCloud, Affinity, Intapp Celeste, Affinity Ascend, Datasite, Intralinks, DealRoom, 4Degrees, Hebbia, Rogo, and the generic project tools. Then the gap none of them fills: one deal still runs across six systems, and nobody holds the process itself with verified evidence.
Library
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