Institutional FinTech · AI-native hybrid quantum underwriting + diligence automation

Underwrite faster.
Decide sharper.
Operate like a one-person investment bank.

D33.AI builds AI-native hybrid quantum underwriting and decision systems for private credit, real estate, and institutional finance — running simulations orders of magnitude faster and at greater volume than classical computing. We also specialize in studio-grade generative AI filmmaking: long-form, cinematic content with no AI glow, no expensive production team, and full ethical guardrails. We turn messy deal rooms into structured outputs and raw ideas into polished visuals — memos, risk distributions, sensitivity stacks, investor-ready materials, and production-quality film.

Faster diligenceDocument-native (PDF/Excel/Images)Studio-grade AI filmRepeatable outputsSecurity-first
Running
Hybrid Quantum Simulation
0
scenarios simulated
Downside
P10: 0.82x
Base
P50: 1.45x
Upside
P90: 2.14x
Document-native
Ingest PDFs, Excel, images. Extract, reconcile, and structure inputs automatically.
Decision-grade
Outputs designed for IC: risks, sensitivities, assumptions, and clear narratives.
Repeatable
Turn best analysts' patterns into systems. Scale judgment without losing rigor.
Security-first
Designed for regulated workflows. Keep data handling explicit and controlled.

Platform

Core building blocks for AI-driven underwriting, diligence, and institutional deliverables.

Built for private credit + mixed-use + institutional workflows

Deal Room Ingestion

Parse PDFs, models, plans, and studies into structured inputs. Track sources and assumptions.

PDF • XLSX • Images • Notes

Scenario + Sensitivity Engine

Run "what-if" stacks across key drivers. Produce downside/base/upside distributions, not vibes.

Drivers • Stress • Distribution

Institutional Outputs

Generate IC memos, investment narratives, KPI tables, and investor-ready summaries with consistent structure.

IC Memo • Term Sheet • Deck Notes

Controls + Provenance

Make data lineage explicit: what came from where, what changed, and why.

Traceability • Audit-ready

Workflow Automation

Standardize your best process. Reduce manual pass-through work and focus on decisions.

Templates • Playbooks • Agents

AI + Advanced Compute

Built to evolve. Pair classical modeling with advanced simulation as your stack matures.

Hybrid-ready • Forward-looking

Generative AI Filmmaking

Studio-grade, long-form cinematic content with zero AI glow. No expensive production team required — ethical, photorealistic, and ready for distribution.

Long-form • No AI Glow • Ethical

Use Cases

Where D33.AI saves time, increases rigor, and makes teams faster without getting sloppy.

Private Credit Underwriting

Build consistent credit narratives, stress tests, and decision-ready summaries across deals.

  • Automated KPI + covenant checklist extraction
  • Downside/Base/Upside distributions from driver sensitivities
  • IC memo draft with assumption provenance

Mixed-Use / Real Estate Development

Turn development deal rooms into structured financial logic with transparent assumptions.

  • Pro forma normalization + reconciliation from multiple inputs
  • Driver stacks: occupancy, rent, CapEx, interest rates, DSCR
  • Investor-ready "what changed and why" update notes

Portfolio Monitoring

Keep your deal logic alive post-close. Detect drift, update risk, and standardize reporting.

  • Periodic covenant + KPI extraction from statements
  • Variance commentary: drivers + narrative
  • Exception flags: data gaps, outliers, inconsistencies

Investment Banking-Grade Packaging

Generate consistent decks, one-pagers, and diligence summaries without the "copy paste Olympics."

  • Standard story arc + structure by deal type
  • Tables that reconcile (no "magic numbers")
  • Fast updates when new docs drop

Studio-Grade AI Filmmaking

Produce cinematic, long-form content without the overhead of traditional production teams or the telltale AI glow.

  • Photorealistic, long-form output — no uncanny valley artifacts
  • Skip the crew, studio, and post-production budget
  • Ethical AI pipeline with full provenance and rights clarity

Proof (the boring part that actually matters)

Speed is nice. Consistency and traceability are the real flex.

Faster cycles
Compress diligence timelines by automating intake + first-pass outputs.
Higher rigor
Shift from point estimates to distributions and sensitivity stacks.
Repeatability
Codify best analysts' workflows into templates and systems.
Clear provenance
Know what came from where. Reduce "spreadsheet folklore."

Security + Controls

Finance needs speed, but it also needs guardrails. D33.AI is designed to be explicit about inputs, outputs, and assumptions.

Designed for controlled workflows

Clean separation between ingestion, transformation, and outputs. You decide what's stored, what's shared, and what's logged.

  • Assumption + source tracking (provenance)
  • Repeatable templates reduce variance between analysts
  • Clear "what changed" update notes for revisions

Practical note

Your actual security posture depends on how you deploy and what you connect. When you're ready, we can wire up a contact form, gated demo page, or private portal.

  • Works as a static site (fast + simple)
  • Easy to convert to React/Next later
  • Can add analytics + CRM when you want

Let's make your underwriting process unfairly efficient.

If you've got a deal room full of PDFs and a spreadsheet held together by vibes, you're exactly who this is for. Drop a note and we'll map a workflow that turns your process into a system.

or email kellar@d33ai.com
© 2026 D33.AI. Built for decision-makers.