Agentic AI and AgentOps that runs the work and answers for every action

We engineer agent-led autonomous workflows with orchestration, guardrails and policy enforcement, built in from the first line of the spec. Agents run the routine, unambiguous work, and AgentOps keeps them honest in production. The calls that need judgment go to a person.

2x

Operational scale

98%

Confidence maintained

~15 min

Triage time

60%

Ticket deflection

Internal IT support

Developer support

Service desk teams

Escalation management

Agent design and harness engineering

Tool access, memory and action scope set per agent
Policy enforcement applied at the moment of action
Identity and registry assigned before an agent reaches production
Multi-agent orchestration, with specialist agents coordinating on one solution

Spec-driven agent development

Boundaries, approval points and success criteria written before the build
Every change traced back to a spec decision
Safety gates written into the spec from the start
A named owner recorded for each agent from day one

Agent observability and drift-check

Behavior compared continuously against expected behavior
Alerts and automatic containment when an agent moves off-spec
Evaluation repeated against live traffic as conditions change
Drift surfaced at the pipeline layer, ahead of any business impact

Enterprise integration and human control

Native connection to core systems, data and identity
Approval gates on high-stakes actions, set by policy
Escalation reserved for genuinely novel decisions
A named human owner retained on every approval path

Autonomous support and service operations

Tickets classified, deduplicated and routed with full context attached
Root cause analysis run across service and observability data
Fixes executed with a person approving the high-stakes moves
Queue health watched continuously, with dormant tickets cleared

Accelerators as a starting point

Support operations, procurement and quoting patterns ready to adapt
Reference specs and policy sets carried in and adapted
Patterns fitted to the enterprise stack in days and weeks
Engineering time spent on what is specific to the business

The amp'd way

Embed and take the queue

A credentialed team is working inside your operation within 48 hours, on the highest-toil workflows first.

Specify before building

Tool access, memory, action scope and policy constraints are set per agent before a single line is written.

Put agents on the routine work

Agents take the repetitive, unambiguous work, and the calls that need judgment stay with a person

Keep them honest in production

Observability, drift checks and human control points run continuously, so every action stays accountable.

Client success in production, at scale

See how Agivant engineers real business value for the autonomous enterprise, across several industries

See more client stories

Technology and internet

Third-party AI risk management

Agentic AI & AgentOpsAI & ML EngineeringData Engineering & Advanced AnalyticsCloud & Platform Engineering

Deep Dive

95% faster risk assessment across 250+ third-party AI vendors

Teams across the business adopted AI tools on their own, and each vendor review ran manually over two to three weeks. Agivant built a platform where risk signals arrive continuously, an LLM drafts the assessment and an analyst rules on it through the dashboard.

95%Less time to assess a vendor's risk

Technology and internet

Vulnerability fix proposals

Agentic AI & AgentOpsMLOps & Scalable ML Platforms

Deep Dive

Same-day AI fix proposals for vulnerabilities across every supported release

Fixable vulnerabilities across active and code-frozen release lines took multi-day manual effort to work through. Agivant built daily scanning with agent-generated fix proposals, each one engineer-reviewed and tested before merge.

Same dayFix proposals, previously multi-day manual effort

Technology and internet

Agentic IT support operations

Agentic AI & AgentOps

Deep Dive

$20M+ projected annual capex saving from agentic IT support operations

Modeled on a support operations team of 120 or more. Agivant mapped an agentic IT support operation against the client's current cost base, projecting about 50% lower mean time to resolution and a 25 to 40% lower cost per ticket.

$20M+Projected annual capex saving

Semiconductor and EDA

Agentic IT front door

Agentic AI & AgentOps

Deep Dive

Round-the-clock IT support that understands, reasons, and acts through one agentic front door

IT support sat across multiple systems, knowledge repositories and specialist teams. Agivant built one agentic front door that reads the request, reasons across those sources and acts, passing escalations to specialists with diagnostic information attached.

24/7Access to IT assistance through one front door

Technology and internet

95% faster risk assessment across 250+ third-party AI vendors

Teams across the business adopted AI tools on their own, and each vendor review ran manually over two to three weeks. Agivant built a platform where risk signals arrive continuously, an LLM drafts the assessment and an analyst rules on it through the dashboard.

95%Less time to assess a vendor's risk

Technology and internet

Same-day AI fix proposals for vulnerabilities across every supported release

Fixable vulnerabilities across active and code-frozen release lines took multi-day manual effort to work through. Agivant built daily scanning with agent-generated fix proposals, each one engineer-reviewed and tested before merge.

Same dayFix proposals, previously multi-day manual effort

Technology and internet

$20M+ projected annual capex saving from agentic IT support operations

Modeled on a support operations team of 120 or more. Agivant mapped an agentic IT support operation against the client's current cost base, projecting about 50% lower mean time to resolution and a 25 to 40% lower cost per ticket.

$20M+Projected annual capex saving

Semiconductor and EDA

Round-the-clock IT support that understands, reasons, and acts through one agentic front door

IT support sat across multiple systems, knowledge repositories and specialist teams. Agivant built one agentic front door that reads the request, reasons across those sources and acts, passing escalations to specialists with diagnostic information attached.

24/7Access to IT assistance through one front door