AGILEra vs Salesforce
Salesforce built the world's largest CRM business by locking companies into per-seat pricing, consultant ecosystems, and add-on AI you can't audit. AGILEra ships the prediction engine as the foundation — not a $50/seat/month upgrade.
Head-to-Head
| Category | Salesforce | AGILEra / DDLM-69 |
|---|---|---|
| Pricing | $165–$330/user/month (Enterprise+) | Transparent SaaS — fraction of per-seat cost |
| Prediction Engine | Einstein AI — add-on, rules-weighted scoring | DDLM-69 walk-forward ensemble — validated out-of-sample |
| Lead Scoring | Rules-based or Einstein predictive — no validation | Probability-ranked with entropy + confidence interval |
| Forecasting Method | Weighted pipeline math — no ML validation | Ensemble model with regime detection + Sharpe ratio output |
| Regime Awareness | None — static model regardless of market | Bull/bear/neutral regime flag on every prediction cycle |
| Data Sources | User-entered CRM data only | Polygon.io tick data + whale flow + Supabase ML pipeline |
| Implementation | 6–18 months + SI partner required | API-first — dashboard live in days |
| AI Transparency | Black-box Einstein — no audit trail | Full ensemble weights, auditable, walk-forward reproducible |
| Uncertainty Output | Confidence % — methodology undisclosed | Entropy + confidence interval + regime flag per call |
| Autonomous Lead Gen | No — Salesforce stores leads, you find them | Nexus-AGILE auto-generates and ranks leads from DDLM-69 signals |
| IP Protection | 3,000+ patents — deeply entrenched | Patent pending US 63/889,131 — novel architecture, 22 claims |
| Financial Model | $34B revenue — 80% from existing lock-in | Lean founder-led, capital-efficient, no burn-rate bloat |
Where AGILEra wins
No prediction tax
Salesforce charges extra for Einstein, extra for Sales Cloud, extra for Data Cloud. AGILEra ships prediction as the foundation — not an upsell.
Walk-forward validation
Einstein scoring uses rules you define or black-box ML you can't audit. DDLM-69 uses Lopez de Prado walk-forward — the quant finance standard. No look-ahead bias. Published methodology.
Autonomous vs reactive
Salesforce is a database that waits for your reps to log activity. Nexus-AGILE autonomously generates and prioritizes leads using real-time market signals. It runs while your team sleeps.
See it in action
Guest demo: Y#uOPN3E3mAbe7bp