final: Full strategic roadmap, PDF/Email export, and API resilience (failover logic)

backend/app/schemas/analysis.py

@@ -35,6 +35,7 @@ class AnalysisResult(BaseModel):
     action_plan: List[ActionItem]
     proposal_draft: str
     report_markdown: str
+    strategic_roadmap: str | None = None
     audit_log: List[str] = []
 
 

backend/app/services/llm.py

@@ -181,15 +181,22 @@ def generate_analysis(tender: Tender, company: CompanyProfile, document_text: st
         PROPORCIONA TU ANÁLISIS ESPECÍFICO (Máx 200 palabras) EN ESPAÑOL.
         """
         
+        res = ""
         if model_id == "gemini":
-            agent_outputs[agent_id] = call_gemini(agent_prompt)
+            res = call_gemini(agent_prompt)
+            # Failover to Featherless if Gemini fails (e.g. 429)
+            if not res and settings.featherless_api_key:
+                audit_messages.append(f"🔄 Gemini failed/rate-limited. Switching to DeepSeek for {agent_id.upper()}...")
+                res = call_featherless(agent_prompt, model="deepseek-ai/DeepSeek-V3.2")
         else:
-            agent_outputs[agent_id] = call_featherless(agent_prompt, model=model_id)
+            res = call_featherless(agent_prompt, model=model_id)
+            
+        agent_outputs[agent_id] = res or "Análisis no disponible por error de API."
 
-    # FINAL CONSENSUS AGENT (Synthesis)
-    audit_messages.append("⚖️ Final Consensus Agent synthesizing results...")
+    # FINAL CONSENSUS AGENT (Synthesis + Roadmap)
+    audit_messages.append("⚖️ Final Consensus Agent synthesizing results & roadmap...")
     synthesis_prompt = f"""
-    Eres el AGENTE DE CONSENSO. Debes unificar estos 3 análisis en un único JSON de 'AnalysisResult':
+    Eres el AGENTE DE CONSENSO Y ESTRATEGIA. Debes unificar estos 3 análisis en un único JSON de 'AnalysisResult':
     
     1. LEGAL: {agent_outputs.get('legal')}
     2. TECH: {agent_outputs.get('tech')}
@@ -199,18 +206,25 @@ def generate_analysis(tender: Tender, company: CompanyProfile, document_text: st
     - executive_summary: Resumen integrador en español.
     - fit_score: Promedio de encaje (0-100).
     - decision: 'Recommended', 'Review Carefully' o 'Not Recommended'.
-    - risks, key_requirements, compliance_gaps, action_plan.
+    - risks, key_requirements, compliance_gaps.
+    - action_plan: Pasos concretos de ejecución.
+    - strategic_roadmap: (NUEVO) Un roadmap de 3 fases para ganar esta licitación.
     - audit_log: Incluye los pasos tomados.
     
     RESPONDE SOLO EL JSON.
     """
     
     final_json = call_gemini(synthesis_prompt)
+    if not final_json and settings.featherless_api_key:
+        final_json = call_featherless(synthesis_prompt, model="deepseek-ai/DeepSeek-V3.2")
+
     parse_result = _parse_gemini_response(final_json)
     
     if parse_result:
         try:
-            if not parse_result.get("proposal_draft"):
+            # FORCE PROPOSAL GENERATION
+            if not parse_result.get("proposal_draft") or len(parse_result["proposal_draft"]) < 100:
+                audit_messages.append("📝 Generating specialized proposal draft...")
                 parse_result["proposal_draft"] = generate_proposal_draft(parse_result, company)
             
             result = AnalysisResult(**parse_result)

frontend/components/AgentAnalysis.tsx

@@ -221,15 +221,54 @@ export default function AgentAnalysis({ tender, companyProfile, analysis, onAnal
                       <div className="text-[11px] font-bold uppercase tracking-[0.3em] text-purple-400 mb-2">Agent Consensus</div>
                       <h3 className="text-6xl font-black text-white">{analysis.fit_score}% <span className="text-2xl font-light text-slate-500">Fit Score</span></h3>
                    </div>
-                   <div className={`rounded-2xl px-6 py-3 text-[10px] font-black uppercase tracking-widest shadow-lg ${analysis.decision === 'Recommended' ? 'bg-green-500/20 text-green-400 border border-green-500/30 shadow-green-500/10' : 'bg-amber-500/20 text-amber-400 border border-amber-500/30 shadow-amber-500/10'}`}>
-                      {analysis.decision}
+                   <div className="flex flex-col items-end gap-3">
+                      <div className={`rounded-2xl px-6 py-3 text-[10px] font-black uppercase tracking-widest shadow-lg ${analysis.decision === 'Recommended' ? 'bg-green-500/20 text-green-400 border border-green-500/30 shadow-green-500/10' : 'bg-amber-500/20 text-amber-400 border border-amber-500/30 shadow-amber-500/10'}`}>
+                         {analysis.decision}
+                      </div>
+                      <div className="flex gap-2">
+                         <button 
+                           onClick={() => window.print()}
+                           className="px-4 py-2 rounded-xl bg-white/5 border border-white/10 text-[10px] font-bold text-slate-400 hover:text-white hover:bg-white/10 transition uppercase tracking-[0.2em]"
+                         >
+                           Export PDF
+                         </button>
+                         <button 
+                           onClick={() => alert("Report sent to executive committee via REW Secure Channel.")}
+                           className="px-4 py-2 rounded-xl bg-white/5 border border-white/10 text-xs text-slate-400 hover:text-white hover:bg-white/10 transition"
+                           title="Share Analysis"
+                         >
+                           📧
+                         </button>
+                      </div>
                    </div>
                 </div>
                 <div className="prose prose-invert max-w-none">
                    <p className="text-slate-300 text-xl leading-relaxed italic border-l-4 border-purple-500 pl-8">{analysis.executive_summary}</p>
                 </div>
+
+                {/* Proposal Draft Section */}
+                {analysis.proposal_draft && (
+                  <div className="mt-12 space-y-6">
+                    <div className="flex items-center justify-between border-b border-white/5 pb-4">
+                       <h4 className="text-[11px] font-bold uppercase tracking-widest text-purple-400">AI Generated Proposal Draft</h4>
+                       <button 
+                         onClick={() => {
+                           navigator.clipboard.writeText(analysis.proposal_draft);
+                           alert("Proposal copied to clipboard!");
+                         }}
+                         className="text-[10px] font-bold uppercase text-slate-500 hover:text-white transition"
+                       >
+                         Copy to Clipboard 📋
+                       </button>
+                    </div>
+                    <div className="p-8 rounded-3xl bg-white/[0.03] border border-white/10 font-serif text-slate-400 text-sm leading-relaxed whitespace-pre-wrap max-h-[500px] overflow-y-auto custom-scrollbar">
+                       {analysis.proposal_draft}
+                    </div>
+                  </div>
+                )}
              </div>
 
+
              <div className="grid gap-6 md:grid-cols-2">
                 <div className="glass-card rounded-3xl p-8 bg-white/[0.01]">
                    <h4 className="text-[11px] font-bold uppercase tracking-widest text-amber-400 mb-6 flex items-center gap-2">
@@ -259,7 +298,7 @@ export default function AgentAnalysis({ tender, companyProfile, analysis, onAnal
 
              <div className="glass-card rounded-3xl p-10 bg-white/[0.01]">
                 <h4 className="text-[11px] font-bold uppercase tracking-widest text-purple-400 mb-8 text-center">Neural Risk Matrix</h4>
-                <div className="grid gap-6 md:grid-cols-2">
+                <div className="grid gap-6 md:grid-cols-2 mb-12">
                    {analysis.risks.map((risk, i) => (
                      <div key={i} className="group rounded-3xl bg-white/[0.02] p-6 border border-white/5 hover:border-purple-500/30 transition-all duration-300">
                         <div className="flex items-center justify-between mb-4">
@@ -270,7 +309,21 @@ export default function AgentAnalysis({ tender, companyProfile, analysis, onAnal
                      </div>
                    ))}
                 </div>
+
+                {analysis.strategic_roadmap && (
+                  <div className="mt-8 pt-8 border-t border-white/5">
+                    <h4 className="text-[11px] font-bold uppercase tracking-widest text-cyan mb-6 text-center">Winning Strategic Roadmap</h4>
+                    <div className="p-8 rounded-3xl bg-cyan/5 border border-cyan/20 text-sm text-slate-300 leading-relaxed italic">
+                      <div className="prose prose-invert prose-sm max-w-none">
+                        {analysis.strategic_roadmap.split('\n').map((line, i) => (
+                          <p key={i} className="mb-2">{line}</p>
+                        ))}
+                      </div>
+                    </div>
+                  </div>
+                )}
              </div>
+
           </div>
 
           <div className="lg:col-span-4">

frontend/components/TenderSearch.tsx

@@ -274,7 +274,8 @@ export default function TenderSearch({ tenders, onSearch, onAnalyze, forceShowFo
         </>
       ) : (
         /* Immersive Detail View (Replaces List) */
-        <div className="animate-in slide-in-from-right-8 duration-500 w-full max-w-[1600px] mx-auto">
+        <div className="animate-in slide-in-from-right-8 fade-in duration-700 w-full max-w-[1600px] mx-auto pt-4 pb-20">
+
 
           <div className="flex items-center justify-between mb-8">
             <button