Off-the-shelf AI gets you halfway.Compound delivers end-to-end.
Compound is purpose-built to deliver high-quality models, decks, and memos for institutions that move at high velocity.
Trusted by leading firms
Built for the work elite firms ship.
AI slop is everywhere. Compound is engineered for the standard your firm expects.
Citations
Off-the-shelf AI
No source trail
Compound
Cited to filing, page, and line
Model selection
Off-the-shelf AI
One model per task
Compound
Best model per subagent
Context
Off-the-shelf AI
Limited maximum context
Compound
Synthesizes across thousands of files
Agents
Off-the-shelf AI
Stops when you close the laptop
Compound
Runs around the clock
Output
Off-the-shelf AI
Approximations and slop
Compound
Models, decks, and memos to ship
01 — Traceability
Click the cell, see the source.
Compound's architecture is built around citations. Numbers are tagged at extraction and carry provenance through every transformation.
Total revenue of $4,812M for the fiscal year ended January 28, 2024, an increase of 6.6% compared to the prior year.
Auditable formulas
Real Excel formulas you can inspect and edit. Formula tracing shows every precedent and dependent, going deeper than native Excel.
Pipeline-wide provenance
Extraction tags travel with the number through every transformation. Citations survive formulas, pivots, and regenerations.
Targeted verification
You can't verify every number in a 200-page extraction. Citations let you focus on what matters and trust the trail on the rest.
02 — Architecture
Best model, for each step.
Compound's orchestration layer routes each sub-task to the frontier model best suited to it. As the frontier moves, new models swap in automatically.
GPT
Gemini
Claude
Open-sourceModel-task optimization
Compound optimizes for quality by matching each sub-task to its specialist model. Your output reflects the best of the AI frontier, not the strengths of one model.
Rigorously benchmarked
Compound benchmarks every frontier model against each sub-task in our stack. The best model wins the assignment, updated continuously as the frontier moves.
Open and proprietary blend
Compound's stack spans frontier models and fine-tuned open-source specialists. Some sub-tasks are handled better by purpose-built smaller models than by the latest closed-source releases.
03 — Context
Connect to enterprise context.
Off-the-shelf AI handles a handful of files per chat by chunking documents and returning a few matching snippets per query. Compound's agents iteratively read, retrieve, and synthesize across thousands of files in one pass, with context infrastructure purpose-built for enterprise scale. The difference shows at 50+ files and becomes decisive at 200+.
Cross-document synthesis
PDFs, Excel, Word, PPT, images. Ask 'what's the customer concentration?' and Compound pulls from financials, CRM data, presentations, and contracts across the full drive.
Auto-triaged uploads
Even with inconsistent naming, duplicate versions, and no clear structure, Compound indexes everything and recommends what's worth analyzing.
Heavy-file support
50MB PDFs, image-heavy filings, scanned docs, complex multi-tab Excel, 200-page S-1s. All processed server-side at full scale.
04 — Agents
Background agents work while you're away.
Compound takes work from email, schedules overnight runs, and keeps going after you close the laptop. You can delegate work and focus on decisions.
Built around deadline time.
Email delegation
Email Frankie, your AI coworker. Frankie executes the work in Compound and replies in your inbox.
Learn more about Frankie →Recurring schedules
Refresh comps every Monday 7am. Daily news on a coverage name. Weekly portco updates. Set the cadence once.
Long-running jobs
500-file data room processing. 200-page CIM extraction. Long jobs run server-side; you're notified when they're ready.
Enterprise-ready
Built for IT, legal, and compliance review.
SOC 2 Type II. SSO and SAML. VPC available. We never train on your data.
See full security details →Frequently asked questions
Yes. Every capability is engineered for finance workflows: due diligence, financial modeling, investment research, data-room analysis, and earnings analysis. General-purpose AI tools were not architected for the rigor finance professionals require.
Yes. Upload thousands of files (PDFs, Excel, Word, images) and Compound indexes the full set, intelligently selecting what's relevant per question. Where chat-based AI tools cap at file-upload limits, Compound is built for institutional-scale data rooms with hundreds of documents.
Yes. Compound produces real Excel models with auditable formulas you can inspect and edit, plus editable PowerPoint decks and Word memos. Outputs are downloadable in native Microsoft Office formats.
Off-the-shelf AI tools weren't engineered for partner sign-off. Compound is purpose-built for it, with cited output, multi-model orchestration, data-room scale, and always-on agents. The result is end-to-end work elite firms can ship.
Compound is used by teams across PE, VC, growth equity, real estate, and hedge funds, including Coatue, Centri Consulting, Avra, Octahedron Capital, and 783 Capital Partners.
Compound is SOC 2 Type II certified, supports SAML and OIDC single sign-on, and offers VPC deployment for regulated workloads. Your data is never used to train models, and customers retain full ownership of all inputs, prompts, and outputs.