Data powers intelligence.
Insights power business.

Our team of PhD-level experts develop creative, rigorous, and innovative solutions for companies to obtain tangible and meaningful results, pairing two decades of econometric excellence with today's most advanced AI.

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Trusted by
Industry Leaders

Core competencies, built for the AI era

A traditional data science and economic consulting firm — re-engineered around modern AI in every engagement.

Flagship Capability

Advanced Data Science Modeling & Engineering

We manage massive datasets derived from customer records, sensors, administrative data, and social media — including billing, power-sector infrastructure, and financial data. Our modeling practice goes far beyond dashboards: hierarchical Bayesian models, high-dimensional machine learning, digital twins, and AI-assisted feature engineering.

See the full competency stack

Econometric Modeling & Impact Evaluation

The latest research in econometric modeling, grounded in deep academic and business experience: structural and causal estimation, randomized controlled trials, and evaluation of non-randomized interventions across consumer demand, digital marketing, and program assessment.

Predictive & Causal AI

Bespoke AI products for structured data (customer and sensor data) and unstructured data (text and images) — individual-level outcome prediction, digital-twin strategies for measuring intervention impact, and causal insight extraction with frontier model technologies.

Quantitative Behavioral Science

Advances in psychology and neuroscience combined with in-depth data analytics — personalized messaging, behavioral nudges, and complex gamification strategies, now amplified by generative AI.

Legal & Regulatory

In-depth economic analyses and clear, insightful reports for regulatory communications; expert witness support in technology and patent cases; and evaluations for international organizations and government agencies — including emerging AI governance questions.

A Proven Approach to AI Implementation

From initial assessment to full deployment, our structured methodology ensures every engagement delivers measurable, lasting impact.

Phase 01

Assess & Roadmap

Data maturity audit, use-case discovery, and ROI modeling grounded in econometric rigor — so you invest in the AI initiatives that will actually move the needle.

Phase 02

Build & Pilot

Rapid, controlled pilots with causal measurement built in from day one. We treat every deployment as an experiment, so impact is proven — not presumed.

Phase 03

Deploy & Scale

Production-grade rollout with governance, monitoring, staff enablement, and continuous evaluation — AI as a durable operational capability.

Public Sector

Municipal operations, resident services, and program administration — with the transparency, auditability, and procurement awareness government demands.

AI for the public sector

Utility Sector

Load forecasting, demand response, AMI and sensor analytics, and customer program optimization — built on deep experience with power-sector data and CPUC privacy rules.

AI for utilities

Secure by Design

Privacy-engineered data platforms, compliant with the security policies that govern your sector — and built to make your organization AI-ready from day one.

NIST CSF 2.0Aligned
CSA STAR CCM v4Mapped Controls
CCPA & GDPRReady
CPUC PrivacyD.11-07-056 / D.11-08-045
FIPPsAccountability
SOC 2Aligned Controls

Conversational AI,
Engineered to your voice

We design and build discursive agents — custom conversational AI grounded in your data — then audit them for bias and keep them on-personality with Pactum, our conversation quality engine.

Custom Discursive Agents

More than a chatbot with your logo: a governed conversational system with retrieval grounded in your documents, guardrails shaped by your policies, and a personality designed — deliberately — to match your brand.

Retrieval-augmented generation over your documents, program rules, and tariffs
Tone, register, empathy, and escalation behavior specified and versioned like any requirement
Zero-trust integration, prompt sanitization, and immutable audit trails on every conversation
Explore Discursive Agents

Bias Auditing & Agent Customization

Deployed agents inherit biases from their training data, prompts, and retrieval corpora. We find those biases with the same statistical machinery we use in econometric work — then re-engineer the agent until it meets your standard.

Systematic paired-prompt testing across demographic, linguistic, and socioeconomic dimensions
Adversarial red-teaming of tone, safety, and policy compliance
Targeted customization with before/after evidence for every change
How we audit for bias

Pactum — AI Conversation Quality Engine

Our in-house technical solution for the three hardest problems in production conversational AI: keeping personality on-brand, checking for bias, and catching drift before your users notice.

Real-time, per-message evaluation with pass/fail verdicts
Conversation-level scoring across five quality dimensions, including Tone & Professionalism and Empathy & Customer Focus
Automated prompt tuning from recent evaluation history — stopping drift at its source
Meet Pactum

Competencies paired to your specific needs

Our extensive expertise spans a wide range of AI competencies, enabling us to deliver comprehensive solutions that drive efficiency, enhance decision-making, and foster growth. Our expert team pairs these competencies with industry-specific knowledge to create cutting-edge technologies tailored to meet the unique challenges and opportunities of each sector.

Behavioral Nudges
Machine Learning
Agentic AI
Risk Scoring
Forecasting / Nowcasting
Causal Inference
APIs
Visualization and Dashboards
LLM Evaluation
Data Validation and Imputation
Bias Auditing
Demand Estimation
Propensity Modeling
Expert Witness
Big Data
Retrieval-Augmented Generation
Macroeconomic Forecasting
Differential Privacy
Consulting
Simulation
Synthetic Data
Randomized Controlled Trials (RCTs)

Let's put rigorous AI to work

Whether you're evaluating your first AI use case or scaling a portfolio of models, our economists and data scientists will get you there — measurably.