How We Work With You

Our Engagement Model

At Predictive Research, we believe every partnership should be transparent, flexible, and truly collaborative. Our engagement model is designed to adapt to your unique business challenges  so you get maximum value with minimum friction. We also combine our deep domain expertise in AI, ML, and advanced analytics with a client-first approach that keeps you in control at every step.

Flexible, Transparent, Outcome-Driven

Whether you’re a fast-growing startup or an established enterprise, our engagement framework ensures clarity, speed, and measurable results

1. FIXED-SCOPE PROJECTS (Outcome-Based Projects)

Ideal for: Well-defined use cases
Industries: Fintech, Retail, Logistics, Healthcare, Manufacturing

Best for

  • Proof-of-Concepts (POCs) 
  • Data Audits & Feasibility Studie
  • Pilot AI/ML Implementations

Typical Deliverables

  • Data engineering pipelines
  • Predictive models (forecasting, churn, fraud, LTV)
  • Computer vision PoCs
  • NLP automation (emails, claims, support tickets)
  • Dashboarding (Power BI / Tableau)

2. TIME & MATERIAL (T&M) – Specialized AI Talent On-Demand

Ideal for: R&D, exploratory work, long-term analytics
Industries: Tech/SaaS, AI startups, Healthcare IT, Fintech

Best for:

  • Long-term development roadmaps
  • Ongoing analytics operations
  • Agile product iterations

3. AI-AS-A-SERVICE (AIaaS Subscription Model)

Ideal for: Recurring predictable revenue for your company. Includes monitoring, retraining, monthly improvements.

Industries: SMBs, retail, healthcare, Logistics

Best for:

  • Continuous improvement
  • Model maintenance & retraining
  • Performance monitoring & reporting

 

4. DEDICATED AI PODs/TEAMs (Managed Team Model)

Ideal for: SaaS, AI product companies
You provide a long-term AI PODs/teams (ONSITE/REMOTE) that works as an extension of the client (gets 160–200 hrs per resource/ month)

Industries: Fintech, HealthTech

Best for:

  • Digital transformation
  • AI readiness assessments
  • Data-driven decision-making frameworks

 

5. BUILD–OPERATE–TRANSFER (BOT) FOR ENTERPRISES

Ideal for: 
Used when clients want to build internal AI capability.

Industries: Healthcare systems, large logistics chains, insurers

Best for:

  • Digital transformation
  • AI readiness assessments
  • Data-driven decision-making frameworks

 

 

6. VALUE-BASED / PERFORMANCE-BASED PRICING

You charge based on business impact.

Revenue-Sharing Examples

  • Fraud reduction 
  • Revenue uplift (retail, SaaS)
  • Cost reduction (logistics) 

 

7. DATA STRATEGY CONSULTING (Fractional AI Leadership)

Suitable if you need a Fractional Chief Data Officer / Chief AI Officer.

Industries : Healthcare, Insurance, Fintech.

Engagement Model

  • Monthly Retainer : 10–20 hrs/week consulting
  • Quarterly Advisory : AI roadmap + governance

8. TRAINING + IMPLEMENTATION COMBO

Suitable if you need 1 day workshop, 2 day training + POC or buil internal AI Academy.

Industries : Healthcare, Retail, Manufacturing, SaaS

9. PROOF OF CONCEPT (PoC) → SCALE MODEL

Suitable for PoC (4–6 weeks)
Full Implementation
Support & Monitoring.

Industries : Healthcare, logistics, real estate, and insurance.

Our Way of Working

Collaborative :We align with your teams and stakeholders through clear communication, shared goals, and regular updates.
Transparent : No hidden costs or surprise deliverables. You know what to expect, when, and how.
Agile & Scalable : We adapt quickly as your priorities evolve. Scale your team or pivot your project without delay.
Value-Focused: Every milestone ties directly to business impact  from improved efficiency to higher ROI.

Partner With Us

At Predictive Research, your success defines ours. Let’s co-create solutions that push boundaries, unlock new opportunities, and keep you ahead in the data-driven world.