Intelligence engineering,
founded by a veteran.
Seneca Consulting Group is an intelligence-engineering firm led by CEO Jameson Welch. We do the data engineering, build AI systems and agents on top of your data, and ship the governance that keeps AI output reliable — across cloud-native and on-prem deployments. AI-assisted, team-verified: a named person stands behind every line we ship.
The work spans every major cloud and the on-prem data centre — managed services and bare metal, object stores and warehouses, network seams and identity. The shape of the practice stays the same; the stack is yours.
Jameson Welch
Our CEO, Jameson Welch, founded Seneca in 2019 after a career in military service and a decade of hands-on engineering in the data and AI space. The same team that scopes an engagement is the team that builds it, and the same team that hands the work off.
Intelligence engineering is the practice our CEO, Jameson, named for the work our team delivers: data engineering, AI systems built on your data, and governance that keeps AI output reliable and human-owned. It is plain, accountable engineering — not a vendor relationship, not a platform pivot. The work spans every major cloud and the on-prem data centre, because the data you have decides the stack you use, not the other way around.
Seneca is a veteran-owned small business. The same discipline that has shaped our CEO carries through every engagement — written scope, written deliverables, a named person accountable for every line shipped.
Veteran-owned · set-aside eligible for federal and state vehicles where the contracting vehicle supports it. Ask if your procurement team needs documentation.
Cloud & infrastructure credentials.
Multi-platform, not single-cloud.
Engineering depth across the major clouds and the on-prem data centre — picked per workload, not per habit. AWS is one family; GCP, Azure, and bare-metal are the others.
Multi-platform cloud engineering — managed services picked per workload, not per habit.
- AWS solution architecture and engineering tracks, with sustained production track record
- GCP and Azure platform experience across managed-data, identity, and AI services
- Multi-cloud and hybrid topologies — managed cloud workloads alongside on-prem and bare-metal
- Networking, IAM, and cost posture across providers chosen per workload
Engagements that stay inside the data centre, not just in the cloud console.
- Bare-metal and virtualised cluster deployments for data and AI workloads
- Object stores, data warehouse appliances, and on-prem networking
- Hardware sizing, capacity planning, and hardware refresh cycles
- Lift-and-shift of cloud architectures into private environments where the data must stay
The spine of the practice — pipelines, schemas, contracts, and verification harnesses.
- Pipeline design across ingest, transformation, and serving at sustained throughput
- Schema discipline, data contracts, and verification harnesses that catch drift early
- Warehouse and lakehouse modelling — analytics, OLTP, and the seams between them
- Audit trails and policy rails so a reviewer can trace any output back to its source
Models and agents built on your data, with the plumbing that holds up under real load.
- Model integrations and retrieval layers grounded in your own data
- Evaluation harnesses and observation surfaces that catch drift and regression
- Policy rails and audit trails so AI output is traceable, reviewable, and human-owned
- Operational maturity — the system holds up after the demo, not just for it
Clients Seneca has built for.
Each of these teams hired Seneca for at least one engagement and credited us publicly for data engineering expertise, AI work, or reliable execution.
- Proclivity Systems
- Width.ai
- Turnkey
- Revere
- JTaylor Accounting
- Fresh Prints
Tell us what is on fire.
A short note describing the system, the data, and the deadline. A written reply within one business day.
Our CEO leads every engagement end-to-end — the same team that scopes the work is the team that builds it and the team that hands it off — and a veteran-owned small business you can flow down into federal and state set-asides.