Accelerating capital
with intelligence.

We partner with emerging and mid-market investment firms to map internal workflows, consolidate fragmented data, and design AI agents that can compress DDQs, deal diligence, and reporting from weeks into hours.

// CORE PRACTICE

Advisory & Custom Engineering

We learn how your firm actually operates, then consolidate the data and workflows so AI can do meaningful work across the front, middle, and back office.

Advisory

We sit with your deal, IR, research, and ops teams to map every handoff, document, and decision. Out of that comes a clear roadmap of where AI delivers measurable lift, and where it should not be used.

01. WORKFLOW MAPPING

Document the real flow of deals, capital, research, and reporting, not the org chart version.

02. DATA CONSOLIDATION PLAN

Identify the canonical sources of truth across data rooms, CRMs, and fund admin so agents can act on clean inputs.

Custom Engineering

We design and build the agents themselves: secure, auditable, and integrated with your data room, CRM, OMS, and fund administrator. Every output is sourced and reviewable.

03. AGENT DEPLOYMENT

DDQ, RFP, deal screening, portfolio monitoring, and research synthesis agents, tuned to your house style and thesis.

04. SECURE INTEGRATIONS

Private deployments, customer-managed keys, audit logging, and role-based access aligned to your compliance posture.

// WHERE WE FOCUS

Workflows where AI agents create leverage

INVESTOR RELATIONS

DDQ & RFP Agents

AI agents that read your data room, prior DDQs, and internal memos to draft investor-ready responses in hours instead of weeks.

DEAL OPS

Deal & Portfolio Intelligence

Consolidate CIMs, financials, and portfolio reporting into a single queryable layer, built for deal teams and LP reporting.

RESEARCH

Research Automation

Synthesize earnings transcripts, broker notes, filings, and alternative data into analyst-grade briefs tailored to your thesis.

COMPLIANCE

Compliance & Audit Trails

Source citations and immutable audit logs across every AI workflow, designed for SEC and FCA scrutiny.

INTEGRATION

Workflow Consolidation

Unify fragmented stacks (CRM, fund admin, data room, OMS) into clean pipelines so AI can act across your firm, not in silos.

OPERATIONS

Back-Office Automation

Capital calls, distribution notices, KYC packets, and side-letter tracking, automated end to end with human review checkpoints.

// ILLUSTRATIVE EXAMPLE

Your IR team should not lose another weekend to a DDQ.

Three weeks of stitching answers across prior DDQs, the ADV, fund docs, and Slack threads. One agent, the same firm knowledge, a review-ready draft in under an hour. Same controls, same approvers, none of the manual cost.

Celer AI Architect
// SOLUTIONS ADVISORY
Hi, I'm Celer AI. Think of me as the Solutions Architect who actually read the data room. What workflow is eating your week?
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