The agentic deal platform — for deal teams everywhere, built Asia-first

Agents turn documents into decisions. Every figure cited, or it abstains.

DocML's agent crew turns a raw dataroom into client-ready deal documents, in your firm's exact formats — one agent drafts, one researches, one verifies every claim against its source page. Cited, or “Not available”. Nothing unsupported ever ships.

  • Native DOCX + PPTX, in your templates
  • Zero unsupported claims ship
  • Deal-walled, offline-capable engine

Deal memo · financial performance

Total income for FY2025 stood at ₹412 crore, up from ₹350 crore in FY2024[1], while gross NPA improved to 2.4 percent from 3.1 percent a year earlier[2].

supported · annual_report_fy25.txt p.1

promoter_pledge

Not available in dataroom

590-page filing → 6 pages readmeasured · see the run →

Who does what

You direct. Agents draft and verify. You hold the gate.

01

You direct.

Name the deal, hand over templates, make the judgment calls. Agents never invent what you didn't source.

02

Agents check agents.

A drafting agent writes; independent verification agents test every claim. What fails abstains — by construction, not policy.

03

You hold the gate.

Nothing exports until the audit passes and a named human approves. Every decision is logged, forever.

How it works

Ingest the dataroom. Run a workflow. Ship a deliverable with receipts.

01

Ingest the dataroom

Filings become page-located chunks behind a hard deal wall — no cross-deal leakage, by construction.

02

Run a module

A YAML recipe sets the agent crew to work — fetch, draft, verify, compute. Every node checkpoints; a failed run resumes, never restarts.

03

Deliverable, with receipts

Your own DOCX and PPTX, filled in place. Every claim cites its source page — or renders “Not available”.

Every claim has a receipt.

Nobody can hand-verify every figure in a 100-page IM. DocML's verification agents can — and must.

Tap a citation — it resolves to its exact page and section. A real engine run on our fixture company, Aravalli Finance.

Generated slot · financial performance

Total income for FY2025 stood at ₹412 crore, up from ₹350 crore in FY2024, while gross NPA improved to 2.4 percent from 3.1 percent a year earlier.

verified · support=1.00

Tap a [marker] — the source panel resolves to its page.

Source · citation [1]

annual_report_fy25.txt · p.1 · FINANCIAL PERFORMANCE

Total income for FY2025 stood at Rs. 412 crore, compared with Rs. 350 crore in FY2024. Profit after tax for the year was Rs. 61.8 crore.

supported

Generated slot · promoter_pledge

Not available in dataroom

And when the dataroom can't support a claim — The slot abstains — no agent is allowed to guess. After rendering, an audit agent re-scans the delivered file: any untraceable figure flags it.

Use cases

One verification spine. Specialist agents running every workflow on top.

Company tearsheets

Live

One-pagers drafted by agents — every slot cited, every ratio computed.

IM / CIM drafting

Live

Agents draft the IM section by section, in your firm's template, from the dataroom you already have.

IC memo automation

Live

Deal memos and IOI drafts where every number traces to a filing — deal economics and EBITDA bridge included.

Deal Brain

Live

One approved, versioned copy of every canonical section. Every surface reads it; nothing is re-asked twice.

Official-web research agent

Live

When the dataroom can't answer, the research agent searches exchanges, regulators and rating agencies — inside the wall, sources labeled.

Diligence doc-review

Live

A diligence agent runs the 12-point checklist: present, missing or red-flag — every finding cited.

Runs inside your wall — self-hosted, deal-walled, audit-logged.

How the wall works

Client-ready deal documents, with receipts.