AI strategy meets production engineering
Big Impact Group provides AI strategy, model design, and governance frameworks. InGen owns system delivery, integration, and production accountability. A deliberate partnership — not a capability gap.
AI that works in production
InGen owns system delivery, integration, and production accountability. Big Impact Group provides AI strategy, model design, and governance frameworks. This is a deliberate partnership — not a capability gap.
Capabilities
Full-depth AI systems engineering
Data Foundation
Data pipelines, storage, quality, and governance
AI Integration
Model integration into platforms, CMS, and operational workflows
MLOps
Model monitoring, versioning, retraining, and lifecycle management
Governance
Controls briefs, evaluation criteria, guardrails, escalation rules
Controls-first
Governance before code
Every AI capability ships with a controls brief: what it does, what it does not do, when it escalates, and who is accountable.
Security & Compliance
Data privacy, access controls, audit readiness, regulatory alignment
Partnership
Deliberate, not accidental
InGen owns system delivery. Big Impact Group owns strategy and governance. The client knows who is responsible for what — at every layer.
What you get
AI with governance built in
- AI capabilities that reach production with governance built in
- Clear accountability — you know who owns what at every layer
- Data foundations assessed and fixed before building AI on top
- Evaluation criteria and success metrics defined before deployment, not after
Workshops
Fluency and alignment sessions
Executive Advantage
Gives leaders fluency, alignment, and a roadmap to deliver ROI on AI initiatives quickly, safely, and with confidence.
Influencer Experience
Tactical training for staff and team members, designed to support AI literacy, use case discovery, and seamless adoption.
Readiness Track
Equips leadership and IT with governance and a roadmap to move from curiosity to responsible adoption with measurable ROI.
Products
Scalable AI infrastructure
AI Studio
Turns experiments into secure, scalable solutions. A managed environment for deploying models with enterprise-grade security.
Custom Agents
Fine-tuned models trained on your specific data. Fully branded assistants that understand your business context and workflow.
Studio Services
Ongoing management and optimization. We handle the technical monitoring, updates, and fine-tuning so you focus on results.
Advisory
Expert guidance navigating the landscape
Ongoing Strategy
Continuous analysis of the AI market. We ensure your roadmap adapts to new models, regulations, and competitive shifts.
Strategy PartnershipFractional CAIO
Chief AI Officer as a service. Get C-suite level leadership to champion AI initiatives without the cost of a full-time executive.
Executive SupportReady to bring AI strategy and engineering together?
Whether you need workshops, managed AI infrastructure, or advisory — it starts with a conversation.
Talk to our team