The plan · Pricing & Commercial Structures
Transparent engagement models.
Whether you want to start small with a single verified workflow or embed a dedicated team to build a complete SaaS product, we offer predictable, transparent structures.
Side-by-side comparison
All models include full IP ownership, strict tenant data isolation, and human-in-the-loop safeguards.
| Criteria | Fixed-Price Project | Monthly Retainer | Dedicated Team |
|---|---|---|---|
| Best for | Well-defined workflows, initial pilots, and AI Readiness Audits | Ongoing automation, multiple workflows, model tuning & support | Full product development, massive legacy overhaul, or custom SaaS |
| Scope & Deliverables | Strictly defined roadmap, deliverables, and acceptance criteria | Flexible monthly backlog prioritized based on ROI | Full engineering roadmap with dedicated sprint velocity |
| Typical Duration | 2 to 6 weeks | Month-to-month or quarterly commitment | 3 to 12+ months |
| Pricing Structure | Guaranteed flat fee milestone pricing | Predictable monthly flat rate | Monthly team rate per dedicated engineer |
| Team Composition | Lead AI Engineer + Full-Stack Specialist | Lead AI Engineer + Systems Architect + DevOps support | Full embedded team: Tech Lead, ML Engineers, Frontend & DevOps |
| IP Ownership | 100% Client Ownership from Day 1 | 100% Client Ownership from Day 1 | 100% Client Ownership from Day 1 |
| Evaluation Harness | Included (accuracy report & regression suite) | Continuous monitoring, drift alerts & retraining | Custom CI/CD evaluation pipelines & observability |
Model 01
Fixed-Price Sprint
Ideal for starting small. We agree on an exact scope, fixed cost, and defined deliverables before beginning.
- ✓ Fixed scope & guaranteed fee
- ✓ 2 to 6 week turnaround
- ✓ Complete working code & tests
Model 02 · Most Popular
Engineering Retainer
Continuous delivery. Flexible monthly capacity for firms rolling out multiple automated workflows.
- ✓ Prioritized agile backlog
- ✓ Continuous model & prompt tuning
- ✓ 24/7 production alerting
Model 03
Dedicated Team
An embedded team of senior AI engineers and architects dedicated entirely to your company roadmap.
- ✓ Full engineering ownership
- ✓ Architecture, ML & frontend
- ✓ Scale the team up or down as needed
Not sure which model fits best?
Schedule an intro call and we will help you evaluate the most cost-effective path forward.