Dallas, Texas · enterprise AI delivery
InsightNext puts engineers inside the systems you already run — deep fundamentals across AI, data, infrastructure and business analytics. The agent, the tables underneath it and the pipeline that ships it are one team's problem, not three vendors'.
How we build, across every engagement. What sits in the middle changes — a toolbox of fixed tools, a catalogue of queries finance already trusts, a graph a pipeline writes. The rule, and what watches it, do not.
kickoff to go-live
Manufacturing · case study
documents searchable
Media · case study
users on one rollout
Software · case study
to foundation acceptance
Enterprise software · case study
Practices
One team across all of them. Most engagements start with a two-week assessment and grow from there.
Custom agents that answer real operational questions from SAP, finance warehouses and line-of-business systems — with guardrails, traceable numbers and no write-back until you say so.
An agent is only as good as the tables underneath it. We build the layer agents actually read from: curated views that encode the business rules once, extraction that keeps them current, and quality checks that fail loudly before an agent quotes a wrong number.
Vertex AI Search at scale: multi-language data stores, indexing pipelines, intent-aware ranking and the observability to know when something is wrong before your users do.
Pilot-to-production rollouts of Gemini Enterprise: identity (Okta, Google, Entra), connectors to the systems your teams live in, data-store design, and the enablement that gets people using it.
The platform work underneath the agents: landing zones that satisfy your auditors, honest capacity and cost modelling for accelerators, and delivery pipelines that let teams ship without anyone touching a console.
Voice and chat agents for regulated industries — healthcare, financial services, insurance — with retrieval grounded in your knowledge base and humans in the loop where it matters.
A governed path for business teams to ship their own applications, so enablement doesn't end with handing out project-owner roles. Reusable pipeline templates, an audited landing zone, and no manual console access anywhere in the flow.
Case studies
Anonymised where the client prefers it. Ask us for references.
A weekly pipeline decomposes gross profit down its driver tree and attributes the variance in dollars. Deterministic math wherever a derivation exists; models only where one does not.
Read the case study15 weeksto a reconciling driver tree
A self-service CI/CD platform that lets internal business teams ship their own apps through a single governed pipeline — zero manual cloud-console access, four delivery phases, foundation phase accepted in five weeks.
Read the case study5 weeksto foundation acceptance
An agent pipeline that generates brand-compliant marketing creative in the background, returns a session handle in under a second, and polls to completion instead of blocking the browser.
Read the case study13 agentsacross nine session types
Delivery
The same four stages whether it's a five-week pilot or a twenty-week platform build. Gates between each, with a named approver.
Two to three weeks of workshops with the people who own the process. We leave with a written requirements document, a data-gap assessment, and an architecture you can approve.
Foundation, security and governance first, then the agent. Every decision is logged with who made it and why, so sign-off is a formality rather than a surprise.
A named group of real users on production data, a feedback sheet, and weekly tuning. We measure against agreed scenarios, not vibes.
Runbooks, knowledge transfer, IAM narrowed to what production needs, and our own access removed. You should not need us to keep it running.
How we engage
Workshops with the people who own the process, development against the actual source tables rather than a sandbox, and evaluation against agreed scenarios before anyone calls it production.
Runbooks covering the failure modes that actually occurred, knowledge transfer to your team, access narrowed to what production needs, and our own removed. You should not need us to keep it running.
Get in touch
Tell us what system the answer lives in and who needs it. We'll reply with a view on whether it's a two-week assessment, a five-week pilot, or something else.