BLS AgenticBiberman, Lanin, Schwartz
Engage →

Strategic risk analysis,
equipped with agentic AI.

Pedigree in academic research, peer-reviewed scholarship, and primary-source field work, paired with the cutting edge in agentic AI. Taking strategic analysis out of static reports and into live, interrogable models that stay resilient as new events unfold and the picture changes.

Live · probability mass
4 scenarios · 24-tick
agentprimary source verified · hash match

What you get

Models you can interrogate.

Every deliverable ships with a live agent attached. Ask it follow-up questions, pressure-test the assumptions, and watch the analysis update as events move — instead of reading a fixed PDF and hoping it still holds a month later.

Scenario probabilitylive
58%

Living forecast

Agents are configured to continuously monitor events as they unfold, adjusting the model accordingly.

▍ Brief · Q2 strategic outlook
What's the strongest counter-case?

Interrogable brief

A written brief with an agent attached. Ask it the question your principal will ask before they ask it.

The architecture underneath

Agents for highly sensitive data environments.

Every deliverable runs on Port of Context, the open-source agent runtime that controls what an agent can see and do — trusted in regulated industries and by teams like Goose by Block and Prudential Financial.

01

Restricted access

Agents reach only the systems each engagement approves. Nothing else is addressable.

02

Validated before execution

Every action is checked before it runs. Unsafe operations never execute.

03

Sandboxing

Model-generated code runs in an isolated environment, locked down and built for untrusted code from day one.

04

Runs where your data lives

Hosted on our cloud or self-hosted inside your own infrastructure, including air-gapped. No round trip through a third-party plane.

05

Evaluation on every output

Reviewer agents check each inference before it reaches you — provenance-tagged, with the evidence behind it.

06

Fully auditable

Every source, action, and decision is logged and traceable for review.

The people behind the analysis.

Yelena Biberman

International security, strategy & emerging tech

Skidmore College

Political scientist focused on how states and institutions respond to changing forms of conflict and competition. Deep expertise in Asia, military strategy, and the political implications of technological change. Bridges academia, policy, and strategic advising.

Jared Schwartz

South Asian geopolitics & political economy

Georgetown Law Center

Researcher with published papers and articles on South Asian geopolitics, political economy, and irregular economics including in Foreign Policy, the Atlanticist, and International Affairs. Holds a master's in global governance from the University of Oxford. Earlier career in computer science; fluent across qualitative and quantitative analysis.

Misha Lanin

Field work & agentic AI

Port of Context

Background in journalism and field work across Eastern Europe. Founded and ran a long-term humanitarian aid operation on week 1 of the Russian invasion of Ukraine, assisting with refugee relocation to the EU—in addition to delivering food, medical supplies and generators across 8 regions of Ukraine. Currently Head of Growth at Port of Context, building reliable AI agents for highly regulated enterprises.

BLS Agentic · Vol. 01Confidential — Client Draft

Case Study · Russia

Next Russia

Risks and strategic implications of returning soldiers.

A foresight report on post-war veteran reintegration in Russia and its consequences for regime stability and regional security — paired with a live, interrogable agent layer that tracks the picture as it changes.

Prepared by
Biberman · Lanin · Schwartz
Coverage
Russia · Eurasia · Europe
Horizon
24–60 months
Series
Strategic Foresight · 2026
Doc ID · BLS-2026-001
BLS Agentic · Biberman · Lanin · Schwartz§ 01 / 01