The Context Tax
Your AI doesn't know what your company knows. Every answer requires the user to reconstruct context the system should have surfaced. You paid for a tool that makes your best people repeat themselves.
FAST, MEASURABLE AI DEPLOYMENT FOR THE ENTERPRISE
AI productivity, not AI pilots.
Our Transform 9090™ rapidly deploys human-in-the-loop AI platforms, modules, and agents into your business. Seamless adoption, operational visibility, and measurable ROI. Ninety days to production. Ninety percent workforce adoption.
01 Strategy
Everyone knows they should be using AI. Most have toyed with it. But that first real enterprise step is confusing, and most organisations don't have the vision or budget to plan long-term and invest continuously. The unlock in the current AI era is quick, seamless, cost-effective implementation.
We don't start with AI. We start with the workflow that's costing you money. Then we deploy human-in-the-loop AI platforms that integrate into how your people already work, so adoption is seamless and results are measurable from day one.
Your AI doesn't know what your company knows. Every answer requires the user to reconstruct context the system should have surfaced. You paid for a tool that makes your best people repeat themselves.
The AI produces an output. Your team still has to review it, reformat it, and move it into the real workflow. The work wasn't removed. It was shifted. The cost didn't go down. It moved seats.
A tool that's right most of the time but wrong in ways you can't spot won't be trusted with the work that matters. So it gets used for the easy stuff and skipped for the work that justified the budget. That's not adoption. That's expensive theatre.
Three small leaks. Together, they're the difference between AI that demos well and AI that earns its place on the P&L. That's why every engagement we run, the Transform 9090™, deploys human-in-the-loop AI that closes all three before go-live. Without disrupting the way your people already work.
02 Proof
79–91%
These aren't pilots. They're production deployments, measured through the Transform 9090™. Ninety days to live, ninety percent adoption or we keep working until it is.
How the Transform 9090™ works03 Build
Your company runs on rules. Compliance requirements. Approval thresholds. Escalation paths. Exception handling. They live in PDFs, SOPs, Slack threads, and in the heads of three senior people who've been there for a decade.
That's the layer AI keeps tripping over. Every agent your company deploys needs to know these rules. Almost none of them actually do.
RuleBase is the layer that fixes that. We capture how your company actually works, and turn it into versioned, auditable logic that every agent and workflow executes against.
Extract rules from documents, conversations, and tribal knowledge. Structured into executable form.
Version, audit, and approve rules with the rigour a legal team applies to policy.
Every agent and workflow executes against the same source of truth. Automatically and traceably.
Our patented AI Control Tower provides centralised visibility, governance, compliance, and customisable dashboards for enterprise leadership, from the CIO to the CFO. One pane of glass across every deployed agent and workflow.
Coordinate agents, approvals, and decision logic across complex enterprise processes.
Audit trails, policy enforcement, and regulatory alignment built into every execution.
Extract, classify, and route unstructured content with human-in-the-loop verification.
AI handles the volume; your people handle the exceptions. Seamlessly integrated.
Real-time dashboards tracking adoption, throughput, cost savings, and ROI across every deployment.
RuleBase and the AI Control Tower deploy inside the Transform 9090™. Live in your cloud, your tenant, your perimeter within ninety days. Your data stays yours.
04 Adoption
Transform
9090™
Ninety days to production. Ninety percent adoption.
The Transform 9090™ is how we engage. We collaboratively pathfind with you to rapidly implement human-in-the-loop AI platforms into your workflows, so adoption is seamless and results are measurable. Ninety days from first conversation to production. Ninety percent adoption by the people using it. We scope, we build, and we stay through the part where people actually start using it.
Stakeholder interviews. Workflow mapping. Document inventory.
OutputA scoped use case with measurable KPIs.
Deploy against the scoped workflow. Real users. Real metrics.
OutputDemonstrable value, signed off by end users.
Adjacent workflows. Integration with your systems of record.
OutputExpanded deployment footprint.
Governance setup. Operational handoff. ROI review.
OutputA running production deployment with measurable ROI.
You own it. We keep optimising it.
05 About
Rooted in solid academic research. Multiple live deployments for industry-leading companies across legal, financial services, and industrial manufacturing. We don't advise from the sidelines. We build, deploy, and stay until it works.
Co-Founder & Executive Leader
Spent his career running organizations at scale, including as CEO of a robotics automation company that changed how major retailers move product. Watched every wave of enterprise technology promise transformation and deliver disruption without the outcomes. The gap between what AI can do and what organizations are getting from it is the largest he's ever seen. That gap is the business.
Founder, Sunsar Capital Management
From a capital deployment perspective, the firms that establish real AI operational capability in the next 24 months will have a structural advantage that compounds. Backs OrcaWorcs because it is the only firm he's seen that treats adoption as a nonnegotiable deliverable rather than someone else's problem.
AI Technology Strategist
Holds a PhD in Computer Science and Human-Computer Interaction. The rare combination of deep technical research and a rigorous understanding of how people actually use technology. Published researcher at Disney Research and Microsoft Research, with over a decade building AI systems that ship to millions. The best AI is the AI that disappears. When the tool works so well that the human forgets they're using AI, you've won.
Jake Cohen
Dean and Senior Lecturer, MIT Sloan
Marc Blumenthal
General Partner & Founder-Level Investor
Ben Barros
Dean, Stetson University College of Law