SOLUTIONS

From Curiosity to Capability

Whether you're guiding your team through change, prototyping a new idea, or scaling solutions that matter, our approach to AI is different. We believe AI should feel more like a collaborator than a tool, more thoughtful than technical. We help you design workflows that are transparent, adaptable, and built with intention.

Solutions: Engineering Adaptability

Our Methodology:

From Friction to Focus

We don't start with a model; we start with your experts. Our development process follows a strict Heuristic Rubric Workflow to ensuring that the AI doesn't just "generate text," but actually thinks like your best operator.
1. Collect SME Feedback
We begin by interviewing your Subject Matter Experts (SMEs). We aren't just looking for data; we are looking for the "z" in the Knowledge Work Equation ($z + y = x$). We capture the intuition, the "prior beliefs," and the specific feedback loops your experts use to judge quality.

  • Goal: Capture the tacit knowledge that currently lives only in your experts' heads.

2. Turn into Heuristics
We translate that raw feedback into explicit logical rules heuristics. We strip away the ambiguity to define the "Golden Path" for decision-making. If an expert says, "I look for compliance risks," we define exactly which risks, where they appear, and how to weigh them.

  • Goal: Convert human intuition into programmable logic.

3. Conduct Research & Data Ingestion
We connect the system to your real-world environment. We map your structured data (Salesforce, SQL, ERPs) and your unstructured silos (PDFs, emails, SharePoint). This ensures the heuristics are applied to the right context, not hallucinations.

  • Goal: Ground the system in your organizational reality.

4. Create the Rubric (Acceptance Criteria)
Before we write the final prompt, we build the grading key. We co-design a rigorous Acceptance Criteria Rubric with your team. This rubric defines exactly what "Good" looks like. The AI is not released until it can consistently score high against this rubric.

  • Goal: Move from subjective "vibes" to objective quality assurance.

5. Iterate Tests
We run the workflow. We grade the output against the Rubric. We refine. This is an iterative engineering loop. We adjust the heuristics until the AI’s output is indistinguishable from, or better than a human draft.

  • Goal: Reach production-level reliability.

AI Operationalization

Maturity Model

Where does your organization stand today? We don't just build tools; we help you advance up the curve of AI maturity. We use this scale to benchmark your current state and define the roadmap for your evolution.

Level 0: We’ve Done Nothing
The organization relies entirely on manual workflows. There is no formal adoption of generative tools or predictive modeling.
Level 1: AI Enhanced (Efficiency)
"The Bare Minimum." The company is using AI to facilitate existing tasks, drafting emails, summarizing meetings, or basic coding assistance. It is an individual productivity tool, not an organizational asset.
Level 2: AI Product Extension
"The Locking Mechanism." The company uses AI features within existing products (e.g., Salesforce Einstein, Microsoft Copilot) to gain sticky market share or internal compliance, but the core business model remains unchanged.
Level 3: AI Enabled
"Algorithm at the Core." The organization has integrated Levels 1 and 2 but has added a proprietary algorithm or workflow that drives core operations. AI is no longer just a tool; it is part of the operational infrastructure.
Level 4: AI is the Product/Service
"The Selling Point." The value proposition shifts. The AI capability itself is the primary reason customers buy or engage. The service delivery is fundamentally automated or augmented by default.
Level 5: AI First
"Impossible Without AI." The entire company from operations to delivery is architected around AI. If the AI were removed, the company would cease to function.

Custom AI Solutions

Build what’s real and what works.

We help you turn raw ideas into practical AI workflows, fast. You bring the context, we bring the structure. Together, we’ll build something that solves a real problem and scales.

AI Literacy & Enablement

Teach your team how to think with AI not just use it.

Our frameworks were designed to help professionals become confident AI collaborators. From workshops to custom programs, we help your people do more of the work that matters.

AI Orchestration

Solve once. Scale with purpose.

These are the kinds of problems that can’t be solved with shortcuts but can be solved with structure. We help you design symbolic + generative AI workflows that serve people at scale, with almost no added cost.

Strategic AI Advisory

Clarity, capability, and calm.

Your technical team doesn’t need more tools they need a map. We offer guidance that helps your builders think strategically, move responsibly, and build the kind of capability that lasts.

Discovery: Mapping The Environment

To build solutions that work, we must understand the terrain. During our initial engagement, we audit your technical environment to ensure our solutions fit your stack.

  • Structured Data: We integrate with your Systems of Record (Salesforce, ServiceNow, SAP, Oracle) and Cloud Providers (Azure, AWS, Google).

  • Unstructured Silos: We unlock the value trapped in your documents, SOPs, RFI scorecards, emails, and ad-hoc reporting spreadsheets that "run the company."

  • Compliance: We build within your regulatory guardrails (GDPR, HIPAA, SOC 2, NIST, FedRAMP).

Let’s Start Where You Are

Whether you're exploring AI for the first time or scaling adoption across your teams, we’ll help you build practical, responsible workflows with real impact.

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