Who We Serve
We work best with mid-market technical and finance leaders ready to move beyond pilots and own production agentic systems — whether the workflows live in engineering, finance, or ops.
Ideal Client Profile
Company Profile
- $50M–$500M revenue, mid-market
- Engineering-led, finance-led, or cross-functional culture
- Has a working product and real workflows to automate
- Budget for a meaningful engagement
Technical Readiness
- Has in-house engineers (2+ on the team)
- Uses GitHub and has a basic CI/CD setup
- Has data worth automating over
- Can dedicate at least one engineer to the co-build
Mindset
- Wants to own the system after we leave
- Willing to learn (Agentic Academy is part of every engagement)
- Has specific workflows to automate — not just AI curiosity
- Engineering and finance leaders aligned on the build
Not a Good Fit
- Wants a black-box AI product they don't need to understand
- No in-house engineers to receive the Transfer
- Enterprise procurement cycles longer than 6 months
- Looking for staff augmentation, not a consulting partner
The Buyers We Work With
Our engagements are sponsored by one of two buyer types — and increasingly, both at once.
The Capacity-Constrained CTO / VP Engineering
Your engineers are shipping product. You need agentic automation for developer tooling, customer workflows, and internal ops — without pulling your team off the roadmap to figure out LLM architecture.
Engineering use cases
- — Automated code review & PR triage agents
- — Customer support triage & routing
- — Internal knowledge retrieval (RAG over docs & runbooks)
- — CI/CD intelligence & regression detection
The Capacity-Constrained CFO / VP Finance / Controller
Your finance team is buried in manual close work, reconciliation, and reporting cycles. You need agentic workflows that compress cycle times and free your team for analysis and judgment — not data wrangling.
Finance use cases
- — Agentic close processes & month-end automation
- — Autonomous reconciliation agents
- — AI-driven forecasting & FP&A automation
- — Compliance agents & audit-ready reporting pipelines
Industries We Work In
Agentic systems solve different problems in different verticals — here's where we've built the deepest patterns.
SaaS / B2B Software
Automate customer onboarding, in-app support triage, and internal developer tooling to shrink time-to-value and reduce churn.
Financial Services & Fintech
Extract and reconcile data from documents, automate compliance reporting, and build audit-ready pipelines for faster decision-making.
Healthcare & Life Sciences
Streamline clinical document processing, automate prior-auth workflows, and build retrieval agents over dense medical knowledge bases.
E-commerce & Retail
Deploy agents for returns triage, inventory query answering, and personalized recommendation pipelines that scale without headcount.
Professional Services
Automate proposal generation, client reporting, and internal knowledge retrieval so consultants spend time on judgment, not information hunting.
Manufacturing & Supply Chain
Build agents that monitor supplier data, automate purchase-order workflows, and surface anomalies in real-time operational dashboards.
What Our Clients Automate
The most common automation patterns we architect, co-build, and transfer to engineering, finance, and ops teams.
Customer Support Triage
Classify, route, and draft responses for inbound support tickets. Agents escalate only what requires human judgment, slashing first-response time.
Internal Knowledge Retrieval
RAG-powered agents over internal wikis, runbooks, and Slack history so engineers and ops teams get authoritative answers without digging through docs.
Agentic Close & Month-End Automation
Compress the financial close cycle with agents that orchestrate journal entries, flag exceptions, and track task completion — reducing close time without adding headcount.
Autonomous Reconciliation
Agents that match transactions across systems, surface discrepancies for human review, and auto-resolve high-confidence matches — turning days of reconciliation work into hours.
FP&A Automation & AI-Driven Forecasting
Replace manual model updates with agents that pull actuals, refresh forecasts, and generate variance narratives — so your FP&A team focuses on the analysis, not the assembly.
Compliance Agents & Audit-Ready Pipelines
Continuously monitor transactions and controls for policy exceptions, generate structured audit trails, and surface compliance risks before they become findings.
Sound like your team?
Book a discovery call. We'll spend 45 minutes understanding your engineering, finance, or ops workflows and tell you honestly whether we're a fit.
Book a Discovery Call