Innovation

Safi.
AI-powered peace agreement analysis.

The first platform that evaluates peace resolution drafts in real time, calculating the likelihood of success against historical precedent — so negotiators can strengthen agreements before they are signed.

$14.4T
Annual global cost of violence & conflict
2,000+
Historical agreements in Safi's database
6
UN official languages supported at launch
Minutes
From draft submission to actionable insight
The problem

Peace negotiations are costly, slow, and structurally prone to failure.

No data-driven drafting

Resolutions are built on political intuition alone. Negotiators have no systematic view of what language has historically produced durable agreements — and what has failed.

Time is critical, and wasted

Every day of unproductive negotiation carries humanitarian and economic consequences. Mediators lack rapid, objective tools to distinguish high-potential language from low-yield provisions.

Invisible language patterns

Vague provisions, unenforceable clauses, and buzzword-heavy drafting quietly undermine agreement durability — often unrecognized until implementation collapses years later.

What Safi does

Evaluate drafts against 2,000+ agreements in minutes.

Safi is an AI-powered platform that analyzes peace resolution drafts in real time, drawing on historical trend data from thousands of international agreements. It flags problematic language and delivers ranked, actionable recommendations — all within minutes of submission.

Key features

Built for diplomats and mediators. Designed for speed and clarity.

Success likelihood score

A clear percentage score with confidence range — an objective benchmark to guide drafting and prioritize revision.

Language & clause detection

Flags ambiguous provisions, unenforceable obligations, and buzzwords correlated with agreement failure in historical data.

Ranked recommendations

Specific, ranked edits to strengthen provisions and improve the durability of the draft.

Multilingual support

Analysis available in all six UN official languages: English, French, Spanish, Arabic, Russian, and Chinese.

Real-time analysis

Submit a draft and receive a complete analysis within minutes — built for the pace of active negotiations.

Accessible design

No technical or legal expertise required. Built for diplomats, mediators, legal counsel, and policy staff from day one.

How it works

From draft submission to actionable insight.

01

Submit draft

Upload or paste a resolution draft via web or API.

02

AI analysis

Algorithm cross-references 2,000+ historical agreements in real time.

03

Flag issues

Problematic language, buzzwords, and unenforceable provisions are identified.

04

Success score

Safi calculates the % likelihood of agreement durability with a confidence range.

05

Recommendations

Ranked, specific edits to strengthen provisions and improve durability.

Case study

How Safi would have read the Oslo Accords and Israel-Palestine agreements.

Safi would have flagged 23 recurring language patterns across these five agreements — deferred sovereignty clauses, non-binding review mechanisms, and "good faith" obligations without enforcement teeth — all correlating with reduced durability in the historical data.

AgreementYearOutcomeSafi scoreKey flags detected
Oslo I1993Partial64%Ambiguous 'final status' deferral; weak enforcement mechanisms
Oslo II1995Partial58%Phased withdrawal vagueness; no independent compliance body
Wye River1998Limited51%'Good faith' obligations unenforceable; no arbitration clause
Camp David2000Failed31%Core sovereignty disputes unresolved; no fallback provisions
Roadmap2003Stalled44%Sequential obligations without triggering mechanism; vague milestones
Return on investment

The cost of inaction is measured in trillions.

Against the $14.4 trillion annual global cost of violence and conflict (IEP 2024 Global Peace Index), even marginal improvements in peace agreement durability translate to extraordinary economic — and human — returns.

$144B
Annual value unlocked by a 1% improvement in agreement success rate.
$720B
Annual value unlocked by a 5% improvement in agreement success rate.
$1.44T
Annual value unlocked by a 10% improvement in agreement success rate.

Safi is not merely an innovation investment — it is a uniquely cost-efficient lever for reducing human suffering at scale.

Proposed partnership

A structured pilot with the United Nations.

We are seeking a partnership with UN mediation and political affairs teams to deploy Safi within active processes — measuring impact rigorously and iterating on real diplomatic terrain.

Pilot program

Test Safi on 3–5 active UN mediation processes under controlled conditions.

Funding structure

Explore grant funding, licensing arrangements, and institutional partnership models.

System integration

Connect with UN DPA document management and mediation workflow frameworks.

Impact evaluation

Measure agreement quality against a control group over a structured 12-month pilot period.

Fundraising

Invest in the future of peace mediation.

Safi is ready for a pilot and scaling to support negotiators worldwide. We are inviting mission-aligned investors, foundations, and institutions to fund the next phase of development, validation, and deployment.

Other investments

Capital and counsel in ventures aligned with how we think.

Beyond Safi, we make selective investments in early-stage companies and operating partnerships where our judgment can be as valuable as our capital. We look for founders solving real problems in regulated, complex, or relationship-heavy environments.

Governance technology

Tools that help boards, executive teams, and institutions make better documented decisions.

Mediation infrastructure

Platforms and services that improve access to neutral facilitation and principled negotiation.

Strategic decision systems

Companies whose products change the geometry of information in complex, high-stakes negotiations.

Where complex problems meet clear solutions.

Interested in a pilot, partnership, or investment conversation? We would welcome the opportunity to explore how Safi can support your work.