Graphika¶

EnterpriseInstitutional

Vendor: graphika.com | Type: Non-detector | Cost: Enterprise

TL;DR

A proprietary, enterprise-grade social-network analysis platform that maps online communities and tracks coordinated influence operations, with documented investigations into Myanmar military disinformation and 2024 Taiwan election interference. Listed here as escalation-option only; the price barrier puts it effectively out of reach for ordinary SEA frontline newsrooms.

What it does¶

Graphika ingests social-media data across multiple platforms and produces community maps, narrative-spread tracking, bot-detection output, and structured assessments of influence operations. The platform's published work names actor groups and traces their activity across platform boundaries, which is the form of finding that is most operationally useful for institutional research and government-side intelligence work but least accessible to a fact-check newsroom under deadline. Graphika has presented findings to the US Senate Intelligence Committee and is among the named analytical sources behind public reporting on the Russian Internet Research Agency, Chinese Spamouflage, Myanmar military information operations, and 2024 Taiwan election interference.

The tool serves the behaviour pillar per Architectural Anchor 1 by producing non-detector signals (community maps, named-actor trajectories) at a scale and depth that open-source tools in the same cell (CIB Mango Tree, Coordination Network Toolkit, CooRTweet) generally do not match for multi-platform breadth, even where the open-source tools match Graphika's methodological rigour at single-platform depth.

When to use it¶

An institutional research partner (academic centre, government CSIRT, regional civil-society lead) has budget access to Graphika and is producing analysis that an SEA newsroom can cite.
A regional civil-society coalition is funded specifically for a multi-month influence-operation investigation across multiple platforms and Graphika's coverage breadth justifies the licence cost.
A frontline newsroom benefits indirectly: a published Graphika report on a named operation becomes a citable source rather than an in-house tool.
A fact-check operation needs to corroborate an open-source CooRTweet or Mango Tree finding through an institutional partner who runs Graphika; the partner's run is what the newsroom cites.

Limitations¶

Limitations

Enterprise pricing places the tool out of reach for ordinary SEA newsrooms. The toolkit's editorial position is to list Graphika as escalation-option only and route frontline users to CIB Mango Tree, Coordination Network Toolkit, and CooRTweet (with CooRnet predecessor) as open-source primary, alternative, and alternative entries.
Requires trained analysts to avoid false attribution. Network-analysis output without methodological experience supports overconfident conclusions; the tool surfaces patterns, not intent.
Documented regional cases include Myanmar military and 2024 Taiwan but no published deployment in the toolkit's six focus countries' frontline fact-check operations. Regional case strength sits at the institutional research-partner layer.
Black-box proprietary platform: methodology and model details are not openly documented at the level of the peer-reviewed open-source alternatives. Reproducibility of findings depends on Graphika's own documentation discipline rather than on published methodology.

Privacy and threat model¶

Graphika is a hosted enterprise platform; data flows that an analyst ingests into the platform travel to and reside on Graphika infrastructure under the licence agreement's terms. For institutional partners with the budget access, the standard institutional data-handling regime (data-protection officer review, access logs, retention policy review) applies to the contracted use.

For a newsroom that cites a Graphika-derived finding without itself operating the platform, the privacy chain runs through the publishing partner. Verify that the partner has obtained the data through mechanisms compatible with your jurisdiction's legal regime; Sri Lanka's OSA framework, Indonesia's UU ITE / PDP, and Thai lèse-majesté concerns each shape what cited findings can carry into local publication without secondary legal risk.

Country and platform applicability¶

Indonesia: language-agnostic; relevant via institutional partner research output rather than newsroom access.
Laos: no documented Lao-specific Graphika investigation; no IFCN signatory means even partner-mediated MCL data is generally unavailable. Honest gap: frontline newsrooms have no realistic access path to Graphika or its data sources.
Malaysia: language-agnostic; relevant in principle for the King / Anwar Ramadan-aid 2026 cluster where institutional research output may exist or be commissioned.
Philippines: language-agnostic; the #FactsFirstPH research layer can cite institutional partners' Graphika work rather than running it directly.
Sri Lanka: language-agnostic; Hashtag Generation and Watchdog operate at the research layer where partner Graphika output is occasionally cited; direct access is not on record.
Thailand: language-agnostic; documented relevance via AFP regional partnerships; Thai newsroom direct access not documented.

Frontline-no-access disclaimer applies across all six countries: the listing here is for awareness of what institutional research partners with budget access can produce. Frontline SEA newsrooms should treat Graphika output as a citable source from a partner, not as an in-house tool to deploy.

Platform applicability: cross-platform; Graphika's distinguishing feature is multi-platform coverage where the open-source alternatives in 1C.1 are usually single-platform per run.

How to access¶

Enterprise sales contact via the Graphika website. The platform is not available in a free or self-service tier; access requires a commercial agreement and onboarding through Graphika's enterprise sales process. Trained analyst capacity is part of the deployment profile; Graphika is not a tool an untrained user can run defensibly.

Cost (current as of 2026-05)¶

Enterprise pricing in the $50,000 to $200,000-plus per year range . This figure may move with the vendor; verify directly through Graphika's sales process before committing to a procurement. The bracket is included for editorial honesty about why Graphika is escalation-option in this cell rather than primary or alternative: at this cost, the tool is structurally inaccessible to the typical frontline SEA newsroom and is included for awareness of what institutional research partners can produce.

Quickstart¶

(Not applicable to typical SEA frontline use. The realistic path is not "run Graphika" but "cite a Graphika-derived institutional research finding as an external source.")

If your operation has institutional access via a partner, contact the partner directly for the methodology, time period, and dataset behind a relevant Graphika report.
Confirm the data-licence terms under which the partner conducted the analysis before citing in published work.
For institutional partners with direct Graphika access: onboarding is conducted through Graphika's commercial process; analyst training is part of the deployment profile.
For frontline newsrooms: invest the Graphika-equivalent budget into open-source 1C.1 work (CIB Mango Tree, Coordination Network Toolkit, CooRTweet (with CooRnet predecessor)) plus visualisation (Gephi) and codification frameworks (ABCDE, DISARM); the open-source ladder covers most operational SEA needs at zero software cost, even if it sometimes requires more analyst time.

In the toolkit's workflow¶

Behaviour-pillar non-detector tool per Architectural Anchor 1. Sits in 1C.1 Institutional CIB detection as escalation-option only, deliberately placed below the open-source ladder (CIB Mango Tree, Coordination Network Toolkit, CooRTweet (with CooRnet predecessor)) on accessibility grounds. The toolkit's editorial position is that frontline users should reach Graphika output indirectly, through institutional research partners' published work, rather than directly through Graphika as a tool to deploy.

Standard combinations (when partner-mediated):

With CIB Mango Tree as open-source corroboration of partner-published Graphika findings on the same dataset, where data access permits.
With Meta Content Library at 2C.2 as one of the data sources that an institutional Graphika user might draw from for the SEA region.
With ABCDE Framework at 2C.3 for codifying the Graphika-published behavioural pattern in inter-org reporting.

This card carries no detector signal class: Graphika produces a non-detector behavioural-pattern signal class. Per Anchor 2, that signal combines with claim-extraction (2B.2), provenance (1A.4), or source-history (1B.1) to support a publishable institutional finding.

Override notes¶

Override notes

Escalation-option only (e5-escalation-option-only): Graphika was triggered by E5 (better alternatives exist for the toolkit's frontline audience) and rescued as escalation- option rather than excluded. The Cost section above renders the price barrier concretely. The card frames Graphika as awareness for what institutional research partners can produce, not as a tool for frontline SEA newsrooms.
Frontline-no-access disclaimer (frontline-no-access- disclaimer): the Country and platform applicability section states explicitly that frontline SEA newsrooms generally cannot reach Graphika directly across all six focus countries. Where Graphika-derived findings reach a frontline operation, they reach it through institutional partners' published work.
Enterprise pricing (d1-score-1-enterprise): D1 framework score of 1 (enterprise) is rendered concretely in Cost as the $50K-$200K+ per year range. This is the structural reason Graphika sits as escalation-option rather than primary or alternative in this cell.

Sources¶

Graphika. Graphika — network analysis and influence operation research platform. Graphika, 2024. graphika.com.