The problems LLM Gateway & API Management exists to solve.
Answer quality that varies unpredictably between users and questions
Prompts managed as untracked text scattered across teams
Retrieval that returns plausible but irrelevant evidence
Running cost rising faster than measured benefit
What is LLM Gateway & API Management?
SENIOR-LEDRetrieval and context architecture design
PRODUCTION-READYVersioned prompt library with evaluation results
KPI-DEFINEDModel selection analysis against the client's tasks and constraints
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How LLM Gateway & API Management runs.
01
Confirm objectives, stakeholders, constraints and success measures
Review current systems, data, controls and delivery readiness
Prepare the target design, backlog, governance and implementation plan
Test the priority requirements through a prototype, pilot or controlled design review
Configure, integrate, test and deploy the approved solution
Train users, transfer knowledge and establish operating procedures
Monitor adoption, performance, cost, quality and improvement opportunities
What we bring to LLM Gateway & API Management.
- 01Retrieval engineering including chunking, hybrid search and re-ranking
- 02Prompt and context management as controlled assets
- 03Model benchmarking against real client tasks, not public leaderboards
- 04Bilingual and multilingual evaluation capability
- 05Cost engineering across model routing, caching and quotas
What you get, and what follows
DELIVERABLESRetrieval and context architecture designVersioned prompt library with evaluation resultsModel selection analysis against the client's tasks and constraintsCost model with optimisation recommendationsEvaluation framework and baseline scoresEngineering documentation and knowledge transfer
BUSINESS OUTCOMESMaterially higher answer accuracy on the tasks that matterPredictable, attributable running costChanges released with evidence rather than by assumptionReduced dependency on any single model providerAn engineering practice the client's own team can maintain
How we engage on LLM Gateway & API Management.
INDICATIVE VALUEA$60,000 – A$250,000A guide only. The scoping call confirms the range for your environment, data and compliance obligations before anything is committed.
DELIVERY MODELFixed price or milestone basedDelivered by a senior-led Australian team across 7 stages, from discovery through to optimisation.Discuss scope and timing ›
WHO THIS IS FOR
- Banks, insurers, superannuation funds and professional-services firms
- Government agencies and regulated public-sector bodies
- Large enterprises and mid-market organisations undergoing modernisation
- Utilities, energy and resources operators
What our customers say.
All customer stories"Reconciliation that took our team nine days now closes in three — with a full audit trail on every match. It changed how the board sees AI.
Finance ManagerGCC Construction Group, Dubai
Finance ManagerGCC Construction Group, Dubai"Site teams stopped digging through folders. They ask the assistant, they get the clause with a citation, and they move on.
Project DirectorTier-One Contractor, Sydney
Project DirectorTier-One Contractor, Sydney"The anomaly models flag outliers the week they appear, not at quarter-end. We stopped two overruns before they hit the P&L.
Commercial DirectorProperty Developer, Dubai
Commercial DirectorProperty Developer, Dubai"Seven subsidiaries of spreadsheets became one governed reporting platform. The executive finally trusts the numbers on the screen.
Group CFOInfrastructure Holding, Riyadh
Group CFOInfrastructure Holding, RiyadhOur partnerships with
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