We remove the uncertainty.
Use us when:
- ✓ The workflow touches messy, real-world data.
- ✓ Failure would cost significant political capital.
- ✓ Internal teams are gridlocked by backlog.
01. Feasibility
Can today's AI actually handle your specific nuances? We test it with real data.
Scope: LLM Orchestration, Multi-Agent Systems, RAG Pipelines, & Structured
Extraction.
02. Economics
We benchmark Build vs. Buy, quantifying error correction costs, human-in-the-loop load, and technical debt—not just API fees.
03. Decision
Should you build this now? We give you a firm Go/No-Go recommendation based on empirical evidence.
Execution Over Hype.
Most AI projects fail not because technology breaks, but because the strategy is flawed. We fix the strategy first.
Read Our Manifesto"AI is not a strategy. It is a tool. The real strategy is knowing what work you want to stop doing manually."
Tangible Impact.
Weeks to Minutes
Shortened complex data analytics cycles from weeks to minutes using real-world data, enabling true data-driven decision making.
Prototypes that Scale
Built live WhatsApp & voice bots with memory in hours to validate ideas, saving significant dev time and preventing "endless pilots."
Multi-Agent Deferral
Advised against multi-agent deployment due to low accuracy and error propagation. Saved capital by deferring until models mature.
Don't Start From Scratch.
Proven architectures we have deployed before.
Document Processing
Extract structured data from messy PDFs, emails, and forms.
Conversational Agents
Chat and voice bots that answer real questions, not canned scripts.
Workflow Orchestration
Automate handoffs between systems without expensive custom integrations.
Common Questions
What is my time commitment?
Very low. We need about 2 hours total for the initial intake and workflow walkthrough. We handle the rest.
Who owns the IP?
You do. We provide the prototype code, findings, and documentation. You are free to build internally or with us.
Is my data safe?
Absolutely. We sign standard NDAs, never train models on your data, and delete all inputs after the sprint concludes.
What if it's not automatable?
That's a victory. We don't just say "No"—we provide a root-cause analysis detailing exactly why (e.g., lack of ground truth or model limitations), saving you from a $50k failed build.
Do you travel for on-site workshops?
Yes. For high-priority initiatives, we are available for global on-site deployments and executive collaborative sessions.
What data do you need?
We need a small sample of real, raw inputs (e.g. 10 PDFs/emails). We validate against ground truth, not hypothetical scenarios.