Purpose: We present a hybrid technique for the treatment of chronic limb-threatening ischemia (CLTI) due to complex, multilevel infrainguinal disease. It consists of an open distal endarterectomy combined with endovascular proximal treatment (the DEEP technique). Materials and Methods: This was a prospective cohort study. Thirty-three limbs (30 patients) were treated. Main inclusion criteria were absence of significant disease in femoral bifurcation associated with a complex infrainguinal pattern. This approach was specially considered in absence of suitable vein for bypass, obesity, hostile groin, and overall high surgical risk. Results: Mean age was 72.8 ± 10 years (ranging 50–93). Most cases presented with severe limb threatening onset (90.9% Rutherford >4 and 81.8% WIfi >3) due to high-complexity infrainguinal disease pattern (Global Limb Anatomic Staging System [GLASS] stage III) in 31/33 (93.9%), chronic total occlusions (CTOs) in 24/33 (72.7%), and severe calcification (Peripheral Arterial Calcium Scoring System [PACSS] grade 4) in 22/33 (66.6%). Mean lesion length was 228.2 mm ± 83 (ranging 40–340 mm). In all procedures, a covered-stent (25 cm length Viabahn) was implanted in a retrograde fashion as the endovascular component. Effective revascularization was achieved in all cases, showing significant clinical and hemodynamic improvement (median pre- and postprocedure ankle-brachial index [ABI]: 0.3 and 0.9, respectively). Results at 12 months follow-up were as follows: 93.9% limb salvage ratio, 75.7% primary patency, 84.6% assisted primary patency, and 90.9% secondary patency. Major adverse limb events (MALE) and cardiovascular events (MACE) occurred in 8/33 (24.2%) and 2/33 (6%), respectively. Mean length of postoperative stay was 7.5 ± 6.92 days (3–27). Conclusion: This less invasive hybrid technique has promising short-term results for limb salvage and it is worth to be included in vascular armamentarium for CLTI revascularization in selected patients.