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How it works

Premium evidence, met by an agent that knows biopharma.

Neither half is enough alone. The deliverable is only as good as both together.

Layer 01 · Evidence

The answer is only as good as what it reads.

Fourteen classes normalized to one entity model — company, asset, target, indication, trial — so a query about one molecule reaches every source that discusses it, in any language.

The four highlighted are licensed and closed. They are the reason the answers differ from a general assistant’s.

Analyst consensus
Broker research
KOL & expert calls
China coverage
Clinical trials
Publications & preprints
Congress abstracts & posters
FDA labels & review files
SEC filings
Earnings transcripts
Patents
Deals & financings
Epidemiology
Your internal documents
Your own estate

Connected read-only, private to your tenant, never used for training.

SharePoint
Google Drive
Box
Snowflake
Data lake
Layer 02 · Orchestration

It knows the deliverable before it reads a word.

The shape of the work, which source answers what, and which numbers cannot be compared. A chat model improvises all of that per prompt.

Worked example Competitive landscape · KRAS G12C · 2L NSCLC
01 · Knows the shape

Knows what a landscape contains.

Competitive landscape
  1. §1 Standard of care and unmet need
  2. §2 Competitive set, by mechanism and line
  3. §3 Pivotal data, normalised by population
  4. §4 Catalysts and readouts, next 18 months
  5. §5 Where the position is still open
02 · Asks the right sources

Sends each section to the sources that can answer it.

Trials Congress Labels Consensus Expert calls Broker §1 §2 §3 §4 §5
open licensed
03 · Reconciles apples to oranges

Refuses to compare apples to oranges.

ORR 38.1% · 2L · brain mets vs ORR 52.0% · 1L · all-comers
Different line and population — flagged
mPFS 6.5 mo · investigator vs mPFS 5.6 mo · blinded review
Same trial, two readers — both kept
Consensus US$1.4bn · Aug vs Broker US$1.1bn · May
Older figure — superseded
04 · Writes the file

Writes the file, every number sourced.

142 claims · 142 cited 0 unsourced
Things it already knows

Before the first search.

  • What a TPP, a funnel and a landscape must contain.
  • Which evidence class answers which question.
  • That 1L and 2L response rates are different numbers.
  • That consensus is a dated forecast, not an outcome.
Layer 03 · Output

Files your team can actually work in.

A chat answer still has to be turned into the deliverable. Mindgram writes the deliverable — in the format the next person in the chain expects.

.docx Word Sectioned, with a reference list a reviewer can check claim by claim.
.pptx PowerPoint On your master template, one argument per slide, sources in the notes.
.xlsx Excel Live formulas, assumption cells, and a source note on every input.
.html Web page Interactive dashboards and reports that open in a browser, charts and sources included.
Traceable by default Every claim resolves to a primary source, in the document and on export.
Your data stays yours Internal documents are private to your workspace and never used for training.
Enterprise controls SSO, role-based access, and an audit trail of every run and export.

See a run end to end, on your asset.

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