Agentic AI
Most AI projects stall because the data beneath them isn't ready. We fix that first — building a governed, semantic data foundation on AWS — then take you all the way to production: autonomous agents collaborating in parallel, humans staying in control.
AI Strategy
From vision to value — a clear path to enterprise AI.
Navigating the AI landscape requires more than technology expertise — it demands strategic clarity. We work alongside your leadership team to define a pragmatic, business-aligned AI roadmap that cuts through the noise and focuses on measurable outcomes.
What we deliver
- AI maturity assessment across your organisation
- Prioritised use-case backlog aligned to business value
- Build vs. buy vs. partner recommendation framework
- Governance model for responsible AI adoption
- 12–24 month implementation roadmap with clear milestones
Outcome
"A boardroom-ready AI strategy your team can act on — not a slide deck that sits on the shelf."
AI Strategy
From vision to value — a clear path to enterprise AI.
Navigating the AI landscape requires more than technology expertise — it demands strategic clarity. We work alongside your leadership team to define a pragmatic, business-aligned AI roadmap that cuts through the noise and focuses on measurable outcomes.
What we deliver
- AI maturity assessment across your organisation
- Prioritised use-case backlog aligned to business value
- Build vs. buy vs. partner recommendation framework
- Governance model for responsible AI adoption
- 12–24 month implementation roadmap with clear milestones
Outcome
"A boardroom-ready AI strategy your team can act on — not a slide deck that sits on the shelf."
The Dev Experience for the Agentic Era
Toolchain, team readiness, and process — assessed and aligned.
Most teams already use AI tools. Few have changed how they actually work. The result? 10x tools, 10% improvement. The bottleneck has moved — from writing code to direction, decisions, and quality judgment. This strategy engagement helps you get the foundations right so agentic AI becomes a genuine productivity multiplier.
What we deliver
- Toolchain assessment with clear gaps and recommendations
- An agentic-ready development model adapted to your organisation
- Governance framework for AI in development workflows
- People and capability plan aligned to your team's maturity
- Prioritised roadmap with measurable outcomes
Value
"A concrete foundation across technology, people, and process — so agentic development becomes a compounding advantage rather than another underdelivered tool."
The Dev Experience for the Agentic Era
Toolchain, team readiness, and process — assessed and aligned.
Most teams already use AI tools. Few have changed how they actually work. The result? 10x tools, 10% improvement. The bottleneck has moved — from writing code to direction, decisions, and quality judgment. This strategy engagement helps you get the foundations right so agentic AI becomes a genuine productivity multiplier.
What we deliver
- Toolchain assessment with clear gaps and recommendations
- An agentic-ready development model adapted to your organisation
- Governance framework for AI in development workflows
- People and capability plan aligned to your team's maturity
- Prioritised roadmap with measurable outcomes
Value
"A concrete foundation across technology, people, and process — so agentic development becomes a compounding advantage rather than another underdelivered tool."
Proof of Value
See what agentic AI can do for your business — in weeks, not months.
The biggest barrier to AI adoption isn't technology — it's uncertainty. Will it actually work for our business? We remove that uncertainty fast. In a focused, time-boxed engagement we brute-force a real business problem with agentic AI, delivering a working solution that proves the value internally and builds the momentum to scale.
What we deliver
- Rapid use case selection workshop — highest impact, lowest friction
- End-to-end agentic prototype built on AWS and production-grade tooling
- Business case and ROI documentation to secure internal buy-in
- Clear path forward — architecture, team, and next steps to scale
Value
"Your first agentic win — delivered in weeks, not months. Concrete enough to convince the board, solid enough to build on."
Proof of Value
See what agentic AI can do for your business — in weeks, not months.
The biggest barrier to AI adoption isn't technology — it's uncertainty. Will it actually work for our business? We remove that uncertainty fast. In a focused, time-boxed engagement we brute-force a real business problem with agentic AI, delivering a working solution that proves the value internally and builds the momentum to scale.
What we deliver
- Rapid use case selection workshop — highest impact, lowest friction
- End-to-end agentic prototype built on AWS and production-grade tooling
- Business case and ROI documentation to secure internal buy-in
- Clear path forward — architecture, team, and next steps to scale
Value
"Your first agentic win — delivered in weeks, not months. Concrete enough to convince the board, solid enough to build on."
Agentic Data Platform
The secure, governed foundation for enterprise agent automation.
An agentic enterprise runs on agents that don't just answer questions — they execute. Read from live systems, write results, trigger downstream workflows, and hand off to the next agent. That only works if the data platform underneath is built for it. We design and implement the secure, governed foundation that makes enterprise-wide agent automation possible — with access control enforced from the bottom up, so you can move fast without losing control.
What we deliver
- MCP connector layer with standardized interfaces to your data sources and enterprise systems
- Multi-agent orchestration — coordinator and specialist agents working in concert
- Shared context layer — a graph database giving every agent access to the same process state and memory. The foundation for truly autonomous, long-running workflows that can be handed off and resumed without human intervention
- Security layer enforced at the infrastructure level — authenticated, scoped, and fully auditable
Value
"A platform your engineering team can build on, your security team can approve, and your agents can scale within."
Agentic Data Platform
The secure, governed foundation for enterprise agent automation.
An agentic enterprise runs on agents that don't just answer questions — they execute. Read from live systems, write results, trigger downstream workflows, and hand off to the next agent. That only works if the data platform underneath is built for it. We design and implement the secure, governed foundation that makes enterprise-wide agent automation possible — with access control enforced from the bottom up, so you can move fast without losing control.
What we deliver
- MCP connector layer with standardized interfaces to your data sources and enterprise systems
- Multi-agent orchestration — coordinator and specialist agents working in concert
- Shared context layer — a graph database giving every agent access to the same process state and memory. The foundation for truly autonomous, long-running workflows that can be handed off and resumed without human intervention
- Security layer enforced at the infrastructure level — authenticated, scoped, and fully auditable
Value
"A platform your engineering team can build on, your security team can approve, and your agents can scale within."
AI Team
Where AI strategy becomes delivery.
Strategy without delivery is just a roadmap. The AI Factory is the execution engine that turns your AI agenda into working solutions at scale — tightly connected to your AI Center of Excellence and leadership priorities, but laser-focused on shipping. At its core is a team of dedicated AI engineers, backed by deep expertise in cloud architecture and security, embedded into your organisation and ready to deliver from day one.
What we deliver
- Dedicated AI engineering team — the delivery capacity to realise use cases continuously and at pace
- Direct connection to your AI CoE and leadership — strategy and delivery in sync, not in silos
- Cloud architecture expertise built in — solutions designed to scale from the start, not retrofitted later
- Security embedded from the ground up — not a checkpoint at the end, but a design principle throughout
Value
"The missing link between AI ambition and AI reality — a factory that keeps delivering long after the strategy deck is done."
AI Team
Where AI strategy becomes delivery.
Strategy without delivery is just a roadmap. The AI Factory is the execution engine that turns your AI agenda into working solutions at scale — tightly connected to your AI Center of Excellence and leadership priorities, but laser-focused on shipping. At its core is a team of dedicated AI engineers, backed by deep expertise in cloud architecture and security, embedded into your organisation and ready to deliver from day one.
What we deliver
- Dedicated AI engineering team — the delivery capacity to realise use cases continuously and at pace
- Direct connection to your AI CoE and leadership — strategy and delivery in sync, not in silos
- Cloud architecture expertise built in — solutions designed to scale from the start, not retrofitted later
- Security embedded from the ground up — not a checkpoint at the end, but a design principle throughout
Value
"The missing link between AI ambition and AI reality — a factory that keeps delivering long after the strategy deck is done."
Agentic Development as a Service
Your roadmap. Our execution. Agentic speed.
Your current development setup was built for a different era — where progress was measured in sprints, not hours, and every change required a team. We take over your existing development engagement entirely and migrate it to our agentic toolchain. You focus on product ownership and requirements — we handle everything else, end to end.
What we deliver
- Full takeover of your existing development engagement
- Migration of codebase and workflows to our agentic toolchain
- Continuous agentic-assisted development, testing, and documentation
- A single point of accountability — you bring requirements, we deliver working software
Value
"Up to 10x faster delivery than your previous model, at a fraction of the cost — with zero internal development overhead. You own the roadmap, we own the execution."
Agentic Development as a Service
Your roadmap. Our execution. Agentic speed.
Your current development setup was built for a different era — where progress was measured in sprints, not hours, and every change required a team. We take over your existing development engagement entirely and migrate it to our agentic toolchain. You focus on product ownership and requirements — we handle everything else, end to end.
What we deliver
- Full takeover of your existing development engagement
- Migration of codebase and workflows to our agentic toolchain
- Continuous agentic-assisted development, testing, and documentation
- A single point of accountability — you bring requirements, we deliver working software
Value
"Up to 10x faster delivery than your previous model, at a fraction of the cost — with zero internal development overhead. You own the roadmap, we own the execution."
Agentic Ops
Your agents in production. Governed, monitored, and always on.
Running AI agents in production is an ongoing responsibility. Agentic Ops is Awiant's managed operations service for AI agents on Amazon Bedrock AgentCore — covering observability, incident management, cost governance, and continuous optimization.
What we deliver
- Transparent pricing — t-shirt sizing for your needs, monitoring billed per resource per hour, and token costs passed through at cost. You only pay for what you use.
- Proactive monitoring via CloudWatch and OpenTelemetry — we act on deviations before your users notice, often before you do
- SLA-backed incident management with structured escalation across all support lines
- Token and cost governance — per-resource reporting, budget alerts, and anomaly detection
- Change Requests — agent logic, prompt tuning, and config changes at a single flat hourly rate
- Automated reporting and review meetings included across all tiers
Value
"No on-call burden. No firefighting. Just a team with eyes on your agents around the clock — so yours don't have to be."
Agentic Ops
Your agents in production. Governed, monitored, and always on.
Running AI agents in production is an ongoing responsibility. Agentic Ops is Awiant's managed operations service for AI agents on Amazon Bedrock AgentCore — covering observability, incident management, cost governance, and continuous optimization.
What we deliver
- Transparent pricing — t-shirt sizing for your needs, monitoring billed per resource per hour, and token costs passed through at cost. You only pay for what you use.
- Proactive monitoring via CloudWatch and OpenTelemetry — we act on deviations before your users notice, often before you do
- SLA-backed incident management with structured escalation across all support lines
- Token and cost governance — per-resource reporting, budget alerts, and anomaly detection
- Change Requests — agent logic, prompt tuning, and config changes at a single flat hourly rate
- Automated reporting and review meetings included across all tiers
Value
"No on-call burden. No firefighting. Just a team with eyes on your agents around the clock — so yours don't have to be."