governed-AI research console

Market research, run by agents, ruled by evidence.

DeepDigga turns public signals — hiring, funding, tech adoption, news — into a deterministic score and a proof chain for every claim. One console for the whole outreach pipeline: research, pipeline, records.

Research compiled from public signalshiringfundingnewsai_tooltech_stackcompliancesecurity
deepdigga · overview
Tracked
1,284
New / week
96
Avg score
57.3
Queue load
38
Top opportunities · score
01Acme GmbH92
02Finora AG84
03Medwave78
Latest signals
fundingFinora AG raises €40M Series B09:42
hiringMedwave hiring senior engineers ×608:15
hiringAcme GmbH opens AI lab roles07:58

capabilities

Built around three contracts

Deterministic scoring

A company score is computed in SQL from nine factors — size, regulation, AI adoption, hiring, public AI usage. Identical data always yields the identical score; no LLM in the loop.

A governed pipeline

Research flows through budgeted queues with a run ledger and idempotent ingestion — re-delivery is a no-op, never a duplicate. Every run is accounted for, every cost estimated.

An evidence chain

Every claim and signal carries its proof: source URL, excerpt, capture time. Flagged claims surface prominently — an operator dispute is never silent.

by the numbers

13
bounded contexts in one modular monolith
9
record types dispatched per ingest batch
0–100
deterministic score, SQL-computed
6
pipeline stages, prospecting → converted

the method

One score, nine factors, zero noise

Each factor contributes a weighted share of the 0–100 total. The weights are configured once; the score is recomputed deterministically from the research base — auditable at any time, identical for identical data.

enterprise sizew 15
regulatedw 12
ai adoptionw 15
engineering maturityw 10
platform engineeringw 10
hiringw 12
public ai usagew 10
compliancew 8
recent ai newsw 8
0–100
deterministic company score
  • SQL-computed — no random sources, no LLM calls
  • Pain assessment kept isolated from the score
  • Score snapshots frozen at campaign promotion
  • Weights sum to 100 by contract

Run your first research batch

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