Focused engagements to redesign operations, data, and systems for an AI-native world.
First-principles redesign of process and strategy.
We map how work truly gets done, then redesign it for an AI-assisted future — optimizing for throughput, quality, and resilience.
Data that's usable, trusted, and ready for models.
Digitize, clean, annotate, and structure data so your AI initiatives are grounded in reality — not wishful thinking.
Teams trained to use modern AI tools effectively.
Practical enablement: tool selection, prompting patterns, guardrails, and habits that compound.
Custom AI solutions for needs that don't have a category yet.
When the right solution doesn't exist, we design and build it. Manifest is for bespoke AI systems—new capabilities, domain-specific agents, unique interfaces, or model-driven workflows—that solve one-of-one business problems. You wished for it. It didn't exist. So we willed it into existence for you.
Lean internal tools that simplify work and reduce SaaS sprawl.
We replace scattered subscriptions with simple internal workflows—approvals, intake, tracking, reporting, integrations—designed for clarity and control. UnSaaS is workflow consolidation and operational tooling, not bespoke AI invention.
Stress-test your advantages and find the next one.
We identify which moats are eroding, where AI changes the game, and how to create new defensible leverage.